# Future AGI > Future AGI is an open-source, end-to-end AI agent engineering platform that covers the full lifecycle: simulate, evaluate, optimize, monitor, protect, gateway, and guardrail — all from one place. > Source code: https://github.com/future-agi/future-agi (open source, Apache 2.0, self-hostable) > Free plan available. Pro starts at $50/month flat (not per seat). Enterprise plans available with custom SLAs. > Contact: hello@futureagi.com Self-host the full platform: ```bash git clone https://github.com/future-agi/future-agi.git cd future-agi ./bin/install # Windows: .\bin\install.ps1 ``` ## Open Source - [GitHub: future-agi/future-agi](https://github.com/future-agi/future-agi) — Full platform source code, Apache 2.0. Tracing, evals, simulations, datasets, gateway and guardrails. Self-hostable. - [Self-hosting guide](https://docs.futureagi.com/docs/self-hosting/) — Run Future AGI on your own infrastructure ## Main Website - [Home](https://futureagi.com/) - [Pricing](https://futureagi.com/pricing/) - [Enterprise](https://futureagi.com/enterprise/) - [Startups](https://futureagi.com/startups/) - [Non-Profit](https://futureagi.com/non-profit/) - [Careers](https://futureagi.com/careers/) - [Contact](https://futureagi.com/contact/) - [Customers](https://futureagi.com/customers/) - [Research](https://futureagi.com/research/) - [Roadmap](https://futureagi.com/roadmap/) - [Changelog](https://futureagi.com/changelog/) - [LLM Cost Calculator](https://futureagi.com/llm-cost-calculator/) — Pricing, capabilities, and benchmarks for 2,700+ models across 35+ providers - [LLM Directory](https://futureagi.com/llm-cost-calculator/directory/) — Full-screen searchable directory, sort by Arena ELO + 5 other benchmarks - [LLM Comparison Hub](https://futureagi.com/llm-cost-calculator/compare/) — Curated head-to-head model comparisons - [Security](https://futureagi.com/security/) - [Trust](https://futureagi.com/trust/) - [Privacy](https://futureagi.com/privacy/) - [Terms](https://futureagi.com/terms/) - [Handbook](https://futureagi.com/handbook/) --- ## Platform Overview Future AGI is the complete platform to test, guard, and monitor AI agents. It includes hallucination detection, RAG observability, AI agent evaluation, prompt optimization, guardrails, and observability — all in one place. ### Platform Modules - [Evaluate](https://futureagi.com/platform/evaluate/) — Run evaluations on LLM outputs using built-in and custom metrics - [Error Feeds](https://futureagi.com/platform/evaluate/error-feeds/) — Detect and surface errors in AI outputs automatically - [Guard (Protect)](https://futureagi.com/platform/guard/) — Real-time guardrails to block unsafe, hallucinated, or off-topic outputs at sub-100ms latency - [Monitor — Alerting](https://futureagi.com/platform/monitor/alerting/) — Set up alerts for model drift, quality drops, and anomalies - [Monitor — Command Center](https://futureagi.com/platform/monitor/command-center/) — Central dashboard for all AI monitoring activity - [Monitor — Dashboards](https://futureagi.com/platform/monitor/dashboards/) — Visualize model performance over time - [Monitor — Guardrails](https://futureagi.com/platform/monitor/guardrails/) — Monitor guardrail triggers in production - [Monitor — Tracing](https://futureagi.com/platform/monitor/tracing/) — Full trace visibility for every agent call - [Optimize — RL](https://futureagi.com/platform/optimize/rl/) — Reinforcement learning-based prompt and agent optimization - [Simulate](https://futureagi.com/platform/simulate/) — Simulate agent conversations before deployment - [Simulate — Scenarios](https://futureagi.com/platform/simulate/scenarios/) — Build and run test scenarios for agents - [Simulate — Synthetic Data](https://futureagi.com/platform/simulate/synthetic-data/) — Generate synthetic datasets for evaluation and training - [Agent Datasets](https://futureagi.com/platform/agents/datasets/) — Manage datasets for agent training and evaluation - [Agent Experiments](https://futureagi.com/platform/agents/experiments/) — Run multi-model experiments and compare results - [Agent IDE](https://futureagi.com/platform/agents/ide/) — Build and test agents visually --- ## Documentation (docs.futureagi.com) - [Getting Started](https://docs.futureagi.com/docs/) - [Installation](https://docs.futureagi.com/docs/installation/) - [FAQ](https://docs.futureagi.com/docs/faq/) - [SDK Overview](https://docs.futureagi.com/docs/sdk/) - [Release Notes](https://docs.futureagi.com/docs/release-notes/) - [Self Hosting](https://docs.futureagi.com/docs/self-hosting/) - [Roles and Permissions](https://docs.futureagi.com/docs/roles-and-permissions/) ### Quickstart Guides - [Setup Observability](https://docs.futureagi.com/docs/quickstart/setup-observability/) - [Running Evals in Simulation](https://docs.futureagi.com/docs/quickstart/running-evals-in-simulation/) - [Generate Synthetic Data](https://docs.futureagi.com/docs/quickstart/generate-synthetic-data/) - [Setup MCP Server](https://docs.futureagi.com/docs/quickstart/setup-mcp-server/) - [Prompts Quickstart](https://docs.futureagi.com/docs/quickstart/prompts/) ### Evaluation - [Evaluation Overview](https://docs.futureagi.com/docs/evaluation/) - [Understanding Evaluation](https://docs.futureagi.com/docs/evaluation/concepts/understanding-evaluation/) - [Eval Types](https://docs.futureagi.com/docs/evaluation/concepts/eval-types/) - [Eval Templates](https://docs.futureagi.com/docs/evaluation/concepts/eval-templates/) - [Eval Results](https://docs.futureagi.com/docs/evaluation/concepts/eval-results/) - [Judge Models](https://docs.futureagi.com/docs/evaluation/concepts/judge-models/) - [Run Evaluate](https://docs.futureagi.com/docs/evaluation/features/evaluate/) - [Custom Evals](https://docs.futureagi.com/docs/evaluation/features/custom/) - [Custom Models](https://docs.futureagi.com/docs/evaluation/features/custom-models/) - [Future AGI Eval Models](https://docs.futureagi.com/docs/evaluation/features/futureagi-models/) - [CI/CD Integration](https://docs.futureagi.com/docs/evaluation/features/cicd/) - [Eval Groups](https://docs.futureagi.com/docs/evaluation/features/groups/) ### Built-in Evaluation Metrics - [Hallucination Detection](https://docs.futureagi.com/docs/evaluation/builtin/detect-hallucination/) - [Groundedness](https://docs.futureagi.com/docs/evaluation/builtin/groundedness/) - [Context Adherence](https://docs.futureagi.com/docs/evaluation/builtin/context-adherence/) - [Context Relevance](https://docs.futureagi.com/docs/evaluation/builtin/context-relevance/) - [Toxicity](https://docs.futureagi.com/docs/evaluation/builtin/toxicity/) - [Bias Detection](https://docs.futureagi.com/docs/evaluation/builtin/bias-detection/) - [PII Detection](https://docs.futureagi.com/docs/evaluation/builtin/pii/) - [Instruction Adherence](https://docs.futureagi.com/docs/evaluation/builtin/instruction-adherence/) - [Task Completion](https://docs.futureagi.com/docs/evaluation/builtin/task-completion/) - [Completeness](https://docs.futureagi.com/docs/evaluation/builtin/completeness/) - [Tone](https://docs.futureagi.com/docs/evaluation/builtin/tone/) - [Summary Quality](https://docs.futureagi.com/docs/evaluation/builtin/summary-quality/) - [Prompt Injection Detection](https://docs.futureagi.com/docs/evaluation/builtin/prompt-injection/) - [Data Privacy](https://docs.futureagi.com/docs/evaluation/builtin/data-privacy/) - [BLEU Score](https://docs.futureagi.com/docs/evaluation/builtin/bleu/) - [ROUGE Score](https://docs.futureagi.com/docs/evaluation/builtin/rouge/) - [Embedding Similarity](https://docs.futureagi.com/docs/evaluation/builtin/embedding-similarity/) - [Semantic List Contains](https://docs.futureagi.com/docs/evaluation/builtin/semantic-list-contains/) - [Fuzzy Match](https://docs.futureagi.com/docs/evaluation/builtin/fuzzy-match/) - [Ground Truth Match](https://docs.futureagi.com/docs/evaluation/builtin/ground-truth-match/) - [LLM Function Calling](https://docs.futureagi.com/docs/evaluation/builtin/llm-function-calling/) - [Translation Accuracy](https://docs.futureagi.com/docs/evaluation/builtin/translation-accuracy/) - [Conversation Coherence](https://docs.futureagi.com/docs/evaluation/builtin/conversation-coherence/) - [Conversation Resolution](https://docs.futureagi.com/docs/evaluation/builtin/conversation-resolution/) - [Answer Refusal](https://docs.futureagi.com/docs/evaluation/builtin/answer-refusal/) - [Audio Quality](https://docs.futureagi.com/docs/evaluation/builtin/audio-quality/) - [Audio Transcription](https://docs.futureagi.com/docs/evaluation/builtin/audio-transcription/) - [TTS Accuracy](https://docs.futureagi.com/docs/evaluation/builtin/tts-accuracy/) - [OCR Evaluation](https://docs.futureagi.com/docs/evaluation/builtin/ocr-evaluation/) - [Image Instruction Adherence](https://docs.futureagi.com/docs/evaluation/builtin/image-instruction-adherence/) - [Caption Hallucination](https://docs.futureagi.com/docs/evaluation/builtin/caption-hallucination/) - [CLIP Score](https://docs.futureagi.com/docs/evaluation/builtin/clip-score/) - [RAG Chunk Attribution](https://docs.futureagi.com/docs/evaluation/builtin/chunk-attribution/) - [RAG Chunk Utilization](https://docs.futureagi.com/docs/evaluation/builtin/chunk-utilization/) - [Hit Rate](https://docs.futureagi.com/docs/evaluation/builtin/hit-rate/) - [MRR](https://docs.futureagi.com/docs/evaluation/builtin/mrr/) - [NDCG@K](https://docs.futureagi.com/docs/evaluation/builtin/ndcg-at-k/) - [Precision@K](https://docs.futureagi.com/docs/evaluation/builtin/precision-at-k/) - [Recall@K](https://docs.futureagi.com/docs/evaluation/builtin/recall-at-k/) - [Is Helpful](https://docs.futureagi.com/docs/evaluation/builtin/is-helpful/) - [Is Concise](https://docs.futureagi.com/docs/evaluation/builtin/is-concise/) - [Is JSON](https://docs.futureagi.com/docs/evaluation/builtin/is-json/) - [Is Code](https://docs.futureagi.com/docs/evaluation/builtin/is-code/) - [Is Good Summary](https://docs.futureagi.com/docs/evaluation/builtin/is-good-summary/) - [Is Polite](https://docs.futureagi.com/docs/evaluation/builtin/is-polite/) - [No Gender Bias](https://docs.futureagi.com/docs/evaluation/builtin/no-gender-bias/) - [No Racial Bias](https://docs.futureagi.com/docs/evaluation/builtin/no-racial-bias/) - [No Age Bias](https://docs.futureagi.com/docs/evaluation/builtin/no-age-bias/) - [Sexist Detection](https://docs.futureagi.com/docs/evaluation/builtin/sexist/) - [Cultural Sensitivity](https://docs.futureagi.com/docs/evaluation/builtin/cultural-sensitivity/) - [Text to SQL](https://docs.futureagi.com/docs/evaluation/builtin/text-to-sql/) - [Customer Agent Metrics](https://docs.futureagi.com/docs/evaluation/builtin/customer-agent-conversation-quality/) ### Observability & Tracing - [Observe Overview](https://docs.futureagi.com/docs/observe/) - [Observability Quickstart](https://docs.futureagi.com/docs/observe/features/quickstart/) - [Alerts](https://docs.futureagi.com/docs/observe/features/alerts/) - [Session Observability](https://docs.futureagi.com/docs/observe/features/session/) - [User Observability](https://docs.futureagi.com/docs/observe/features/users/) - [Inline Evals via Observability](https://docs.futureagi.com/docs/observe/features/evals/) - [Voice Observability](https://docs.futureagi.com/docs/observe/voice/) - [Tracing Overview](https://docs.futureagi.com/docs/tracing/) - [Trace Concepts](https://docs.futureagi.com/docs/tracing/concepts/) - [Spans](https://docs.futureagi.com/docs/tracing/concepts/spans/) - [Traces](https://docs.futureagi.com/docs/tracing/concepts/traces/) - [OpenTelemetry (OTel)](https://docs.futureagi.com/docs/tracing/concepts/otel/) - [TraceAI](https://docs.futureagi.com/docs/tracing/concepts/traceai/) - [Set Up Tracing](https://docs.futureagi.com/docs/tracing/manual/set-up-tracing/) - [Inline Evals in Tracing](https://docs.futureagi.com/docs/tracing/manual/in-line-evals/) - [Mask Span Attributes](https://docs.futureagi.com/docs/tracing/manual/mask-span-attributes/) - [Semantic Conventions](https://docs.futureagi.com/docs/tracing/manual/semantic-conventions/) ### Simulation - [Simulation Overview](https://docs.futureagi.com/docs/simulation/) - [Agent Definitions](https://docs.futureagi.com/docs/simulation/concepts/agent-definition/) - [Personas](https://docs.futureagi.com/docs/simulation/concepts/personas/) - [Scenarios](https://docs.futureagi.com/docs/simulation/concepts/scenarios/) - [Run Simulation](https://docs.futureagi.com/docs/simulation/features/run-simulation/) - [Tool Calling Simulation](https://docs.futureagi.com/docs/simulation/features/evaluate-tool-calling/) - [Fix My Agent](https://docs.futureagi.com/docs/simulation/features/fix-my-agent/) - [Prompt Simulation](https://docs.futureagi.com/docs/simulation/features/prompt-simulation/) - [Observe to Simulate](https://docs.futureagi.com/docs/simulation/features/observe-to-simulate/) ### Protect (Guardrails) - [Protect Overview](https://docs.futureagi.com/docs/protect/) - [Protect Concepts](https://docs.futureagi.com/docs/protect/concepts/concept/) - [Run Protect](https://docs.futureagi.com/docs/protect/features/run-protect/) ### Optimization - [Optimization Overview](https://docs.futureagi.com/docs/optimization/) - [Optimization Concepts](https://docs.futureagi.com/docs/optimization/concepts/concept/) - [Using Platform](https://docs.futureagi.com/docs/optimization/features/using-platform/) - [Using Python SDK](https://docs.futureagi.com/docs/optimization/features/using-python-sdk/) - [Bayesian Search Optimizer](https://docs.futureagi.com/docs/optimization/optimizers/bayesian-search/) - [GEPA Optimizer](https://docs.futureagi.com/docs/optimization/optimizers/gepa/) - [Meta Prompt Optimizer](https://docs.futureagi.com/docs/optimization/optimizers/meta-prompt/) - [PromptWizard Optimizer](https://docs.futureagi.com/docs/optimization/optimizers/promptwizard/) - [ProTeGi Optimizer](https://docs.futureagi.com/docs/optimization/optimizers/protegi/) - [Random Search Optimizer](https://docs.futureagi.com/docs/optimization/optimizers/random-search/) ### Prism (AI Gateway) - [Prism Overview](https://docs.futureagi.com/docs/prism/) - [Prism Quickstart](https://docs.futureagi.com/docs/prism/quickstart/) - [Core Concepts](https://docs.futureagi.com/docs/prism/concepts/core/) - [Configuration](https://docs.futureagi.com/docs/prism/concepts/configuration/) - [Self-Hosted Deployment](https://docs.futureagi.com/docs/prism/deployment/self-hosted/) - [Caching](https://docs.futureagi.com/docs/prism/features/caching/) - [Cost Tracking](https://docs.futureagi.com/docs/prism/features/cost-tracking/) - [Guardrails via Prism](https://docs.futureagi.com/docs/prism/features/guardrails/) - [MCP & A2A Support](https://docs.futureagi.com/docs/prism/features/mcp-a2a/) - [Provider Routing](https://docs.futureagi.com/docs/prism/features/routing/) - [Rate Limiting](https://docs.futureagi.com/docs/prism/features/rate-limiting/) - [Streaming](https://docs.futureagi.com/docs/prism/features/streaming/) - [Shadow Experiments](https://docs.futureagi.com/docs/prism/features/shadow-experiments/) ### Datasets - [Dataset Overview](https://docs.futureagi.com/docs/dataset/) - [Understanding Datasets](https://docs.futureagi.com/docs/dataset/concept/understanding-dataset/) - [Synthetic Data Generation](https://docs.futureagi.com/docs/dataset/concept/synthetic-data/) - [Dynamic Columns](https://docs.futureagi.com/docs/dataset/concept/dynamic-column/) - [Static Columns](https://docs.futureagi.com/docs/dataset/concept/static-column/) - [Create Dataset](https://docs.futureagi.com/docs/dataset/features/create/) - [Add Rows](https://docs.futureagi.com/docs/dataset/features/add-rows/) - [Add Columns](https://docs.futureagi.com/docs/dataset/features/add-columns/) - [Run Prompt on Dataset](https://docs.futureagi.com/docs/dataset/features/run-prompt/) - [Run Experiments on Dataset](https://docs.futureagi.com/docs/dataset/features/experiments/) ### Prompts - [Prompt Overview](https://docs.futureagi.com/docs/prompt/) - [Understanding Prompts](https://docs.futureagi.com/docs/prompt/concepts/understanding-prompts/) - [Prompt Engineering](https://docs.futureagi.com/docs/prompt/concepts/prompt-engineering/) - [Versions and Labels](https://docs.futureagi.com/docs/prompt/concepts/versions-and-labels/) - [Create from Scratch](https://docs.futureagi.com/docs/prompt/features/create-from-scratch/) - [Create from Template](https://docs.futureagi.com/docs/prompt/features/create-from-template/) - [Create with AI](https://docs.futureagi.com/docs/prompt/features/create-with-ai/) - [Prompt SDK](https://docs.futureagi.com/docs/prompt/features/sdk/) - [Linked Traces](https://docs.futureagi.com/docs/prompt/features/linked-traces/) ### Annotations - [Annotations Overview](https://docs.futureagi.com/docs/annotations/) - [Annotations Quickstart](https://docs.futureagi.com/docs/annotations/quickstart/) - [Scores](https://docs.futureagi.com/docs/annotations/concepts/scores/) - [Queues](https://docs.futureagi.com/docs/annotations/features/queues/) - [Labels](https://docs.futureagi.com/docs/annotations/features/labels/) - [Annotate](https://docs.futureagi.com/docs/annotations/features/annotate/) - [Automation](https://docs.futureagi.com/docs/annotations/features/automation/) - [Analytics](https://docs.futureagi.com/docs/annotations/features/analytics/) - [Export](https://docs.futureagi.com/docs/annotations/features/export/) - [Python SDK](https://docs.futureagi.com/docs/annotations/sdk/python/) - [JavaScript SDK](https://docs.futureagi.com/docs/annotations/sdk/javascript/) ### Knowledge Base - [Knowledge Base Overview](https://docs.futureagi.com/docs/knowledge-base/) - [Knowledge Base Concepts](https://docs.futureagi.com/docs/knowledge-base/concepts/concept/) - [Knowledge Base SDK](https://docs.futureagi.com/docs/knowledge-base/features/sdk/) - [Knowledge Base UI](https://docs.futureagi.com/docs/knowledge-base/features/ui/) ### Agent Playground - [Agent Playground Overview](https://docs.futureagi.com/docs/agent-playground/) - [Understanding Agent Playground](https://docs.futureagi.com/docs/agent-playground/concepts/understanding-agent-playground/) - [Build Workflow](https://docs.futureagi.com/docs/agent-playground/features/build-workflow/) - [Create Graph](https://docs.futureagi.com/docs/agent-playground/features/create-graph/) - [Run and Monitor](https://docs.futureagi.com/docs/agent-playground/features/run-and-monitor/) ### Error Feed - [Error Feed Overview](https://docs.futureagi.com/docs/error-feed/) - [Error Taxonomy](https://docs.futureagi.com/docs/error-feed/concepts/taxonomy/) - [Using Error Feed](https://docs.futureagi.com/docs/error-feed/features/using-error-feed/) ### Integrations - [Integrations Overview](https://docs.futureagi.com/docs/integrations/) - [OpenAI Agents](https://docs.futureagi.com/docs/integrations/openai-agents/) - [Google ADK](https://docs.futureagi.com/docs/integrations/google-adk/) - [Google GenAI](https://docs.futureagi.com/docs/integrations/google-genai/) - [Smol Agents](https://docs.futureagi.com/docs/integrations/smol-agents/) - [Langfuse Import](https://docs.futureagi.com/docs/integrations/import/langfuse/) - [Datadog Export](https://docs.futureagi.com/docs/integrations/export/datadog/) - [PagerDuty Export](https://docs.futureagi.com/docs/integrations/export/pagerduty/) - [PostHog Export](https://docs.futureagi.com/docs/integrations/export/posthog/) - [Mixpanel Export](https://docs.futureagi.com/docs/integrations/export/mixpanel/) - [Cloud Storage Export](https://docs.futureagi.com/docs/integrations/export/cloud-storage/) ### TraceAI Integrations (Auto-Instrumentation) - [OpenAI](https://docs.futureagi.com/docs/integrations/traceai/openai/) - [Anthropic](https://docs.futureagi.com/docs/integrations/traceai/anthropic/) - [LangChain](https://docs.futureagi.com/docs/integrations/traceai/langchain/) - [LangGraph](https://docs.futureagi.com/docs/integrations/traceai/langgraph/) - [LlamaIndex](https://docs.futureagi.com/docs/integrations/traceai/llamaindex/) - [CrewAI](https://docs.futureagi.com/docs/integrations/traceai/crewai/) - [AutoGen](https://docs.futureagi.com/docs/integrations/traceai/autogen/) - [DSPy](https://docs.futureagi.com/docs/integrations/traceai/dspy/) - [Groq](https://docs.futureagi.com/docs/integrations/traceai/groq/) - [Mistral AI](https://docs.futureagi.com/docs/integrations/traceai/mistralai/) - [Ollama](https://docs.futureagi.com/docs/integrations/traceai/ollama/) - [AWS Bedrock](https://docs.futureagi.com/docs/integrations/traceai/bedrock/) - [Vertex AI](https://docs.futureagi.com/docs/integrations/traceai/vertexai/) - [LiteLLM](https://docs.futureagi.com/docs/integrations/traceai/litellm/) - [Portkey](https://docs.futureagi.com/docs/integrations/traceai/portkey/) - [Mastra](https://docs.futureagi.com/docs/integrations/traceai/mastra/) - [MCP](https://docs.futureagi.com/docs/integrations/traceai/mcp/) - [Haystack](https://docs.futureagi.com/docs/integrations/traceai/haystack/) - [Pipecat](https://docs.futureagi.com/docs/integrations/traceai/pipecat/) - [LiveKit](https://docs.futureagi.com/docs/integrations/traceai/livekit/) - [Vercel AI](https://docs.futureagi.com/docs/integrations/traceai/vercel/) - [Together AI](https://docs.futureagi.com/docs/integrations/traceai/togetherai/) - [Java SDK](https://docs.futureagi.com/docs/integrations/traceai/java/) --- ## Cookbooks & Recipes - [All Cookbooks](https://docs.futureagi.com/docs/cookbook/) - [First Evaluation](https://docs.futureagi.com/docs/cookbook/quickstart/first-eval/) - [Hallucination Detection](https://docs.futureagi.com/docs/cookbook/quickstart/hallucination-detection/) - [RAG Evaluation](https://docs.futureagi.com/docs/cookbook/quickstart/rag-evaluation/) - [Custom Eval Metrics](https://docs.futureagi.com/docs/cookbook/quickstart/custom-eval-metrics/) - [Prompt Optimization](https://docs.futureagi.com/docs/cookbook/quickstart/prompt-optimization/) - [Conversation Eval](https://docs.futureagi.com/docs/cookbook/quickstart/conversation-eval/) - [Multimodal Eval](https://docs.futureagi.com/docs/cookbook/quickstart/multimodal-eval/) - [Voice Simulation](https://docs.futureagi.com/docs/cookbook/quickstart/voice-simulation/) - [CI/CD Eval Pipeline](https://docs.futureagi.com/docs/cookbook/quickstart/cicd-eval-pipeline/) - [Synthetic Data Generation](https://docs.futureagi.com/docs/cookbook/quickstart/synthetic-data-generation/) - [Dataset Annotation](https://docs.futureagi.com/docs/cookbook/quickstart/dataset-annotation/) - [Monitoring & Alerts](https://docs.futureagi.com/docs/cookbook/quickstart/monitoring-alerts/) - [Distributed Tracing](https://docs.futureagi.com/docs/cookbook/quickstart/distributed-tracing/) - [Protect Guardrails](https://docs.futureagi.com/docs/cookbook/quickstart/protect-guardrails/) - [Tool Calling Simulation](https://docs.futureagi.com/docs/cookbook/quickstart/tool-calling-simulation/) - [LangChain + LangGraph](https://docs.futureagi.com/docs/cookbook/langchain-langgraph/) - [LlamaIndex PDF RAG](https://docs.futureagi.com/docs/cookbook/llamaindex-pdf-rag/) - [CrewAI Research Team](https://docs.futureagi.com/docs/cookbook/crewai-research-team/) - [Evaluate RAG](https://docs.futureagi.com/docs/cookbook/evaluate-rag/) - [Decrease Hallucination](https://docs.futureagi.com/docs/cookbook/decrease-hallucination/) - [Meeting Summarization](https://docs.futureagi.com/docs/cookbook/meeting-summarization/) - [Text to SQL](https://docs.futureagi.com/docs/cookbook/text-to-sql/) - [Image Evaluation](https://docs.futureagi.com/docs/cookbook/image-evaluation/) - [AI SDR](https://docs.futureagi.com/docs/cookbook/ai-sdr/) - [Google ADK Multi-Agent](https://docs.futureagi.com/docs/cookbook/error-feed/google-adk-multi-agent/) - [Portkey Integration](https://docs.futureagi.com/docs/cookbook/portkey-integration/) - [MongoDB](https://docs.futureagi.com/docs/cookbook/mongodb/) --- ## Customer Use Cases - [All Customer Stories](https://futureagi.com/customers/) - [AI Observability for Customer Support](https://futureagi.com/customers/ai-observability-customer-support/) - [AI SDR Lead Generation](https://futureagi.com/customers/ai-sdr-lead-generation/) - [Autonomous Agent Workflows](https://futureagi.com/customers/autonomous-agent-workflows/) - [Benchmarking LLMs for Customer Support](https://futureagi.com/customers/benchmarking-llms-customer-support/) - [Coding Agent Safety](https://futureagi.com/customers/coding-agent-safety/) - [Computer Use Agent Testing](https://futureagi.com/customers/computer-use-agent-testing/) - [EdTech Quiz Validation](https://futureagi.com/customers/edtech-quiz-validation/) - [Fintech Chatbot Accuracy](https://futureagi.com/customers/fintech-chatbot-accuracy/) - [HR Productivity Optimization](https://futureagi.com/customers/hr-productivity-optimization/) - [Meeting Summarization Evaluation](https://futureagi.com/customers/meeting-summarization-evaluation/) - [Optimizing Image AI](https://futureagi.com/customers/optimizing-image-ai/) - [SQL Query Validation Retail](https://futureagi.com/customers/sql-query-validation-retail/) - [Tier 1 Customer Support](https://futureagi.com/customers/tier-1-customer-support/) - [Voice Agent Quality](https://futureagi.com/customers/voice-agent-quality/) --- ## Research - [Research Overview](https://futureagi.com/research/) - [Agent Compass](https://futureagi.com/research/agent-compass/) - [Multimodal Evaluation Framework](https://futureagi.com/research/multimodal-evaluation-framework/) - [Protect Guardrailing Stack](https://futureagi.com/research/protect-guardrailing-stack/) - [Synthetic Data Generation Research](https://futureagi.com/research/synthetic-data-generation/) --- ## eBooks & Resources - [All eBooks](https://futureagi.com/ebooks/) - [Advanced RAG Patterns](https://futureagi.com/ebooks/advanced-rag-patterns/) - [Mastering Agentic RAG](https://futureagi.com/ebooks/mastering-agentic-rag/) - [Mastering AI Agent Evaluation](https://futureagi.com/ebooks/mastering-ai-agent-evaluation/) --- ## Security & Compliance - [Security Overview](https://futureagi.com/security/) - [SOC 2](https://futureagi.com/security/soc2/) - 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[Compliance FAQ](https://futureagi.com/security/compliance-faq/) - [Privacy FAQ](https://futureagi.com/security/privacy-faq/) --- ## Blog — Key Topics ### Guides - [Neo4j Agent Memory: What It Ships and How It Works](https://futureagi.com/blog/how-neo4j-graph-database-powers-ai-agent-memory/) - [What Is AI Anomaly Detection? Methods, Models, and Where They Fail](https://futureagi.com/blog/ai-anomaly-detection-methods-models-failures/) - [Comparing Enterprise Knowledge Graph Platforms in 2026](https://futureagi.com/blog/enterprise-knowledge-graph-platforms-2026/) - [Evaluate State-Graph Agents in Production: 3 Eval Levels](https://futureagi.com/blog/evaluate-state-graph-agent-workflows-production/) - [Tracing LangGraph Conditional Edges and Retried Nodes](https://futureagi.com/blog/langgraph-state-graph-tracing-nodes-edges-retries/) - [Prompt Optimizer Explained: How Automated Prompt Rewriting Actually Works](https://futureagi.com/blog/prompt-optimizer-explained/) - [Best Prompt Optimizer for Your Stack: Free vs Paid vs Open Source](https://futureagi.com/blog/prompt-optimizer-free-vs-paid-vs-open-source-2026/) - [Top 5 AI Agent Simulation Tools for Hospitality in 2026](https://futureagi.com/blog/ai-agent-simulation-tools-hospitality/) - [Top 5 AI Agent Simulation Tools for Legal in 2026](https://futureagi.com/blog/ai-agent-simulation-tools-legal/) - [Top 5 AI Agent Simulation Tools for HR in 2026](https://futureagi.com/blog/ai-agent-simulation-tools-hr/) - [Top 5 AI Agent Simulation Tools for CX in 2026](https://futureagi.com/blog/ai-agent-simulation-tools-cx/) - [What Is Named Entity Recognition: How to Measure NER Quality in LLM Pipelines](https://futureagi.com/blog/what-is-named-entity-recognition/) - [Computer Use Agent Evaluation: How Screen-Acting Agents Fail and How to Score Them](https://futureagi.com/blog/computer-use-agent-evaluation/) - [LLM Benchmarks Explained: A Methodology Checklist Before You Trust a Score](https://futureagi.com/blog/llm-benchmarks-explained/) - [What Is Temperature in LLM Output: What to Measure Before You Tune](https://futureagi.com/blog/llm-temperature/) - [What Is a State Machine: Deterministic Control for Multi Step Agent Flows](https://futureagi.com/blog/state-machine/) - [When to Move From an Agentic Loop to a Simpler Deterministic Workflow](https://futureagi.com/blog/loop-engineering/agentic-loop-vs-deterministic-workflow/) - [Self-Correcting Agent Loops: How Agents Detect and Fix Their Own Mistakes](https://futureagi.com/blog/loop-engineering/self-correcting-agent-loops/) - [Top 5 AI Agent Simulation Tools for Retail in 2026](https://futureagi.com/blog/ai-agent-simulation-tools-retail/) - [Best Open-Source AI Agent Simulation Tools in 2026](https://futureagi.com/blog/open-source-ai-agent-simulation-tools/) - [How to Stop an AI Agent Loop From Burning Through Your Budget](https://futureagi.com/blog/loop-engineering/ai-agent-loop-cost-control/) - [Top 5 AI Agent Simulation Tools in 2026: Ranked for Production](https://futureagi.com/blog/ai-agent-simulation-tools-production/) - [The Agentic Loop Explained: Lifecycle, Diagram, and Examples](https://futureagi.com/blog/loop-engineering/agentic-loop-explained/) - [Why Your AI Agent Gets Stuck in a Loop (and How to Fix It)](https://futureagi.com/blog/loop-engineering/ai-agent-stuck-in-loop/) - [Designing Agentic Loops: Sandboxing, Safety, and Letting Agents Run Code](https://futureagi.com/blog/loop-engineering/designing-agentic-loops/) - [The Ralph Loop: Running a Coding Agent in an Autonomous Loop](https://futureagi.com/blog/loop-engineering/ralph-loop/) - [How the ReAct Agent Loop Reasons, Acts, and Observes](https://futureagi.com/blog/loop-engineering/react-agent-loop/) - [Top 5 AI Agent Simulation Tools for Education in 2026](https://futureagi.com/blog/ai-agent-simulation-tools-education/) - [Top 5 AI Agent Simulation Tools for Fintech in 2026](https://futureagi.com/blog/ai-agent-simulation-tools-fintech/) - [Top 5 AI Agent Simulation Tools for Insurance in 2026](https://futureagi.com/blog/ai-agent-simulation-tools-insurance/) - [Prompt, Context, Harness, Loop: The Four Layers of AI Agent Engineering](https://futureagi.com/blog/loop-engineering/prompt-context-harness-loop-layers/) - [How to Actually Do Loop Engineering: Worktrees, Tests, and Cost Caps](https://futureagi.com/blog/loop-engineering/how-to-do-loop-engineering/) - [Is Loop Engineering Real, or Just Another AI Buzzword?](https://futureagi.com/blog/loop-engineering/is-loop-engineering-real/) - [Top 5 AI Agent Simulation Tools for Healthcare in 2026](https://futureagi.com/blog/ai-agent-simulation-tools-healthcare/) - [How to Simulate AI Agents with Open-Source Tools in 2026](https://futureagi.com/blog/how-to-simulate-ai-agents-open-source/) - [What Is an AI Agent Loop? The Core Architecture Behind Autonomous Agents](https://futureagi.com/blog/loop-engineering/what-is-ai-agent-loop/) - [Loop Engineering vs Prompt Engineering: Why the Shift Matters](https://futureagi.com/blog/loop-engineering/loop-engineering-vs-prompt-engineering/) - [Loop Engineering vs Harness Engineering: What's the Difference?](https://futureagi.com/blog/loop-engineering/loop-engineering-vs-harness-engineering/) - [AI Agent Simulation in 2026: A Practical Guide](https://futureagi.com/blog/ai-agent-simulation-practical-guide-2026/) - [What Is Loop Engineering? How Designing Agent Loops Replaces Prompting](https://futureagi.com/blog/loop-engineering/what-is-loop-engineering/) - [Best AI Agent Testing & Simulation Tools in 2026](https://futureagi.com/blog/ai-agent-testing-simulation-tools-2026/) - [Best 5 Literal AI Alternatives in 2026 (Migration Guide)](https://futureagi.com/blog/best-literal-ai-alternatives-2026/) - [Best 5 Parea AI Alternatives in 2026](https://futureagi.com/blog/best-parea-ai-alternatives-2026/) - [Best 5 RagaAI Alternatives in 2026](https://futureagi.com/blog/best-ragaai-alternatives-2026/) - [Evaluating Pydantic AI Agents That Use MCP Tools (2026)](https://futureagi.com/blog/evaluating-pydantic-ai-mcp-agents-2026/) - [Evaluating Vector Database Recall Quality in 2026](https://futureagi.com/blog/evaluating-vector-database-recall-quality-2026/) - [Future AGI vs Parea AI 2026: Closed Loop vs Annotation-First](https://futureagi.com/blog/future-agi-vs-parea-ai-2026/) - [Future AGI vs RagaAI 2026: Closed Loop vs Multi-Domain](https://futureagi.com/blog/future-agi-vs-ragaai-2026/) - [LLM Eval with Shadow Traffic and Canary Deployment in 2026](https://futureagi.com/blog/llm-eval-shadow-traffic-canary-2026/) - [Evaluating Azure OpenAI LLM Apps in 2026](https://futureagi.com/blog/evaluating-azure-openai-llm-apps-2026/) - [Evaluating AWS Bedrock Agents in 2026](https://futureagi.com/blog/evaluating-aws-bedrock-agents-2026/) - [LLM Eval Budget Allocation and Prioritization in 2026](https://futureagi.com/blog/llm-eval-budget-allocation-prioritization-2026/) - [Evaluating LLM Personas and Style Drift (2026)](https://futureagi.com/blog/evaluating-llm-personas-style-2026/) - [Evaluating LLM Translation Quality (2026)](https://futureagi.com/blog/evaluating-llm-translation-quality-2026/) - [LLM Pricing and Cost Comparison Guide for 2026](https://futureagi.com/blog/llm-pricing-cost-comparison-2026/) - [Best 5 Pydantic AI Alternatives in 2026](https://futureagi.com/blog/best-pydantic-ai-alternatives-2026/) - [Evaluating LiteLLM Multi-Provider Apps in 2026](https://futureagi.com/blog/evaluating-litellm-multi-provider-2026/) - [15 Common LLM Evaluation Mistakes Teams Make in 2026](https://futureagi.com/blog/llm-eval-common-mistakes-2026/) - [The Alignment Paradox: A 2026 Practitioner Reading](https://futureagi.com/blog/alignment-paradox-llm-safety-2026/) - [Best 5 AI Gateways to Cache Claude Code Calls in 2026](https://futureagi.com/blog/best-ai-gateways-claude-code-caching-2026/) - [LLM Eval Golden Set Design: A 2026 Engineering Guide](https://futureagi.com/blog/llm-eval-golden-set-design-2026/) - [AI Gateway for Codex CLI in 2026: The Playbook](https://futureagi.com/blog/ai-gateway-codex-cli-governance-cost-provider-flexibility-2026/) - [Future AGI vs LiteLLM in 2026: Self-Improving Runtime vs OSS Python Proxy](https://futureagi.com/blog/future-agi-vs-litellm-2026/) - [Future AGI vs Portkey in 2026: Self-Improving Runtime vs Hosted Gateway](https://futureagi.com/blog/future-agi-vs-portkey-2026/) - [Evaluating RAG Chunking Strategies in 2026](https://futureagi.com/blog/evaluating-rag-chunking-strategies-2026/) - [Top 5 Tools for Claude Code Cost Management in 2026](https://futureagi.com/blog/top-5-tools-claude-code-cost-management-2026/) - [Best AI Gateway for Lovable AI App Generator in 2026](https://futureagi.com/blog/best-ai-gateway-lovable-ai-app-generator-2026/) - [Intent Classification Evaluation Pipeline (2026)](https://futureagi.com/blog/intent-classification-evaluation-pipeline-2026/) - [Best 5 AI Gateways to Manage Cursor Spend Across Teams in 2026](https://futureagi.com/blog/best-ai-gateways-cursor-spend-teams-2026/) - [Future AGI vs LangSmith in 2026: Self-Improving Runtime vs Hosted Observability](https://futureagi.com/blog/future-agi-vs-langsmith-2026/) - [Best 7 AI Gateways for Agentic AI in 2026](https://futureagi.com/blog/best-ai-gateways-agentic-ai/) - [Best 5 AI Gateways for Cybersecurity in 2026: Prompt Injection Defense, Tenant Isolation, and SOC 2](https://futureagi.com/blog/best-ai-gateways-cybersecurity-2026/) - [Best 5 AI Gateways for LLM Cost Optimization in 2026](https://futureagi.com/blog/best-ai-gateways-cost-optimization/) - [Evaluating MCP Servers for Security (2026)](https://futureagi.com/blog/evaluating-mcp-servers-security-2026/) - [LLM Eval for Startups in 2026: A Lean Quality Discipline](https://futureagi.com/blog/llm-eval-for-startups-2026/) - [The Definitive Guide to Synthetic Data Generation with LLMs (2026)](https://futureagi.com/blog/definitive-guide-synthetic-data-generation-2026/) - [LLM Eval vs Agent Protocol Evolution: Going Protocol-Neutral in 2026](https://futureagi.com/blog/llm-eval-vs-mcp-protocol-evolution-2026/) - [Best 5 AI Gateways to Monitor Claude Code Token Usage in 2026](https://futureagi.com/blog/best-ai-gateways-claude-code-token-usage-2026/) - [Best 5 Eyer AI Alternatives in 2026](https://futureagi.com/blog/best-eyer-ai-alternatives-2026/) - [Best 5 AI Gateways for Embedding API Routing in 2026](https://futureagi.com/blog/best-ai-gateways-embedding-api-routing-2026/) - [Best 5 Fireworks AI Alternatives in 2026](https://futureagi.com/blog/best-fireworks-ai-alternatives-2026/) - [Red-Teaming Conversational AI: What Your Voice Agent Should Never Say in 2026](https://futureagi.com/blog/red-teaming-conversational-ai-voice-agents-2026/) - [Anatomy of a Voice Agent Analytics Dashboard in 2026](https://futureagi.com/blog/voice-agent-analytics-dashboard-anatomy-2026/) - [Voice Agent Regression Testing in CI/CD: A 2026 Engineering Guide](https://futureagi.com/blog/voice-agent-regression-testing-ci-cd-2026/) - [Voice Agent Simulation: A 2026 Engineering Guide](https://futureagi.com/blog/voice-agent-simulation-2026-guide/) - [Future AGI vs OpenRouter in 2026: Self-Improving Runtime vs Hosted Router](https://futureagi.com/blog/future-agi-vs-openrouter-2026/) - [LLM Evaluation Metrics: Everything You Need in 2026](https://futureagi.com/blog/llm-evaluation-metrics-everything-you-need-2026/) - [Why LLM-as-a-Judge (2026): The Case For, Against, and the Hybrid That Wins](https://futureagi.com/blog/why-llm-as-a-judge-2026/) - [The Definitive Guide to AI Agent Evaluation (2026)](https://futureagi.com/blog/definitive-guide-ai-agent-evaluation-2026/) - [Evaluating LLM Classifiers in 2026: The Eval That Ships](https://futureagi.com/blog/evaluating-llm-classifiers-2026/) - [LLM Chatbot Evaluation: A Comprehensive Guide (2026)](https://futureagi.com/blog/llm-chatbot-evaluation-comprehensive-guide-2026/) - [Best 5 AI Gateways for Streaming LLM Responses in 2026](https://futureagi.com/blog/best-ai-gateways-streaming-llm-responses-2026/) - [Evaluating Claude Sub-Agents: The Dispatch Is the Unit (2026)](https://futureagi.com/blog/evaluating-claude-sub-agents-2026/) - [Best AI Gateway to Use with Claude Code in 2026](https://futureagi.com/blog/best-ai-gateway-to-use-with-claude-code-2026/) - [Evaluating LLM Data Leakage Prevention (2026)](https://futureagi.com/blog/evaluating-llm-data-leakage-prevention-2026/) - [Best 5 Replicate Alternatives in 2026](https://futureagi.com/blog/best-replicate-alternatives-2026/) - [How to Generate Synthetic Data Using LLMs (2026)](https://futureagi.com/blog/how-to-generate-synthetic-data-llms-2026/) - [Best 5 Evidently AI Alternatives in 2026](https://futureagi.com/blog/best-evidently-ai-alternatives-2026/) - [LLM Eval Cost Optimization: 3 Patterns to Cut 80-95% in 2026](https://futureagi.com/blog/llm-eval-cost-optimization-2026/) - [Enterprise Controls for All CLI Coding Agents: A 2026 Gateway Field Guide](https://futureagi.com/blog/enterprise-controls-cli-coding-agents-gateway-field-guide-2026/) - [Evaluating Cohere Rerank in RAG (2026)](https://futureagi.com/blog/evaluating-cohere-rerank-rag-2026/) - [LLM Eval Data Warehouse Architecture (2026)](https://futureagi.com/blog/llm-eval-data-warehouse-architecture-2026/) - [Agent Rollout Strategies in 2026: The Four-Stage Gate](https://futureagi.com/blog/agent-rollout-strategies-2026/) - [LLM Summarization Evaluation: A 2026 Architectural Deep Dive](https://futureagi.com/blog/llm-summarization-evaluation-deep-dive-2026/) - [RAG vs Fine-Tuning: A 2026 Decision Framework](https://futureagi.com/blog/rag-vs-fine-tuning-decision-framework-2026/) - [Best 5 LangGraph Alternatives in 2026](https://futureagi.com/blog/best-langgraph-alternatives-2026/) - [Evaluating Instructor Structured Outputs (2026)](https://futureagi.com/blog/evaluating-instructor-structured-outputs-2026/) - [Evaluating Streaming LLM Responses in 2026](https://futureagi.com/blog/evaluating-streaming-llm-responses-2026/) - [Best 5 AI Gateways for Token Budgeting in 2026](https://futureagi.com/blog/best-ai-gateways-token-budgeting-2026/) - [Best 5 Coval Alternatives in 2026](https://futureagi.com/blog/best-coval-alternatives-2026/) - [Top 5 AI Gateways to Secure Your Claude Code Rollout in 2026](https://futureagi.com/blog/top-ai-gateways-secure-claude-code-rollout-2026/) - [Best 5 AIMon Alternatives in 2026](https://futureagi.com/blog/best-aimon-alternatives-2026/) - [5 Best AI Answering Services in 2026 (Tested + Ranked)](https://futureagi.com/blog/best-ai-answering-services-2026/) - [Best 5 Langtrace Alternatives in 2026](https://futureagi.com/blog/best-langtrace-alternatives-2026/) - [Future AGI vs Bluejay: 2026 Voice Agent Evaluation](https://futureagi.com/blog/future-agi-vs-bluejay-2026/) - [How to Build RAG-Powered Voice AI Agents in 2026](https://futureagi.com/blog/how-to-build-rag-powered-voice-ai-agents-2026/) - [Automating Lead Qualification with AI Voice Callers in 2026](https://futureagi.com/blog/lead-qualification-ai-voice-callers-2026/) - [Three-Layer Voice AI Testing: Regression, Adversarial, Production-Derived](https://futureagi.com/blog/three-layer-voice-testing-2026/) - [The Voice Agent Eval Rubric Library: 14 Rubrics for 2026](https://futureagi.com/blog/voice-agent-eval-rubric-library-2026/) - [Voice AI Observability for Pipecat: A 2026 Implementation Guide](https://futureagi.com/blog/voice-ai-observability-pipecat-2026/) - [Best 5 AI Gateways for MCP Tool-Level Observability with Codex CLI in 2026](https://futureagi.com/blog/best-ai-gateways-mcp-tool-observability-codex-cli-2026/) - [Evaluating vLLM Self-Hosted LLMs in 2026](https://futureagi.com/blog/evaluating-vllm-self-hosted-llm-2026/) - [LLM Eval Monitoring Dashboards: The Four Panels That Drive Action](https://futureagi.com/blog/llm-eval-monitoring-dashboards-2026/) - [Best 5 Lunary Alternatives in 2026](https://futureagi.com/blog/best-lunary-alternatives-2026/) - [Evaluating LLM Citation & Attribution (2026)](https://futureagi.com/blog/evaluating-llm-citation-attribution-2026/) - [Evaluating LLM Content Moderation (2026)](https://futureagi.com/blog/evaluating-llm-content-moderation-2026/) - [Best 5 Anyscale Alternatives for LLM Workloads in 2026](https://futureagi.com/blog/best-anyscale-llm-alternatives-2026/) - [Evaluating DeepSeek Models in 2026](https://futureagi.com/blog/evaluating-deepseek-models-2026/) - [LLM Eval Time-to-Value: A 2026 Milestone-by-Milestone Rollout](https://futureagi.com/blog/llm-eval-time-to-value-2026/) - [LLM-Judge Prompt Engineering: The 2026 Engineering Guide](https://futureagi.com/blog/llm-judge-prompt-engineering-guide-2026/) - [How to Build and Evaluate a Customer Support Chatbot in 2026](https://futureagi.com/blog/customer-support-chatbot-build-evaluate-2026/) - [Evaluating LLM Agent Handoffs (2026)](https://futureagi.com/blog/evaluating-llm-agent-handoffs-2026/) - [Evaluating Tool-Calling Agents in 2026: The Four-Layer Eval Stack](https://futureagi.com/blog/evaluating-tool-calling-agents-2026/) - [The Ultimate Guide to LLM Guardrails (2026)](https://futureagi.com/blog/ultimate-guide-llm-guardrails-2026/) - [Evaluating smolagents in 2026: Code-as-Action Eval](https://futureagi.com/blog/evaluating-smolagents-2026/) - [Best 5 AI Gateways for Devin Autonomous Coding Agents 2026](https://futureagi.com/blog/best-ai-gateways-devin-autonomous-coding-agents-2026/) - [Best 5 AI Gateways for LLM Failover and Fallback in 2026](https://futureagi.com/blog/best-ai-gateways-llm-failover-fallback-2026/) - [Best 5 PromptLayer Alternatives in 2026](https://futureagi.com/blog/best-promptlayer-alternatives-2026/) - [Evaluating LlamaIndex RAG Applications in 2026](https://futureagi.com/blog/evaluating-llamaindex-rag-2026/) - [Best 5 AI Gateways for Manufacturing in 2026: OT/IT Data Boundaries, Latency Budgets, and Edge Routing](https://futureagi.com/blog/best-ai-gateways-manufacturing-2026/) - [Best 5 vLLM Alternatives for Self-Hosted Inference in 2026](https://futureagi.com/blog/best-vllm-self-hosted-inference-alternatives-2026/) - [How to Evaluate Voice AI Agents End-to-End: A 2026 Methodology](https://futureagi.com/blog/how-to-evaluate-voice-ai-agents-end-to-end-2026/) - [Voice Cloning Safety and Brand Voice Management for Production AI in 2026](https://futureagi.com/blog/voice-cloning-safety-brand-voice-2026/) - [External Evaluation Pipelines for LLM Apps in 2026](https://futureagi.com/blog/external-evaluation-pipelines-llm-apps-2026/) - [How to Build and Evaluate a Medical Chatbot in 2026](https://futureagi.com/blog/medical-chatbot-build-evaluate-2026/) - [Best 5 Comet ML Alternatives in 2026](https://futureagi.com/blog/best-comet-ml-alternatives-2026/) - [Best 5 Self-Hosted AI Gateways in 2026](https://futureagi.com/blog/best-self-hosted-ai-gateways-2026/) - [Best 5 Labelbox Alternatives for LLM Workflows in 2026](https://futureagi.com/blog/best-labelbox-llm-alternatives-2026/) - [Evaluating Voice AI Agents in 2026: The Methodology](https://futureagi.com/blog/evaluating-voice-ai-agents-2026/) - [Future AGI vs Cloudflare AI Gateway in 2026: Self-Improving Runtime vs Edge Cache](https://futureagi.com/blog/future-agi-vs-cloudflare-ai-gateway-2026/) - [How an MCP Gateway Cuts Token Costs in Claude Code and Codex CLI in 2026](https://futureagi.com/blog/how-mcp-gateway-cuts-token-costs-claude-code-codex-cli-2026/) - [Fine-Tuning Pipeline Evaluation: A 2026 Deep Dive](https://futureagi.com/blog/fine-tuning-pipeline-evaluation-2026/) - [Multilingual LLM Evaluation: A 2026 Playbook for Non-English](https://futureagi.com/blog/llm-eval-multilingual-non-english-2026/) - [The 2026 LLM Evaluation Playbook](https://futureagi.com/blog/llm-evaluation-playbook-2026/) - [Top LLM Evaluators for Testing LLMs at Scale (2026)](https://futureagi.com/blog/top-llm-evaluators-testing-at-scale-2026/) - [Best 5 Arize Phoenix Alternatives in 2026](https://futureagi.com/blog/best-arize-phoenix-alternatives-2026/) - 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[Agent Trace Evaluation With Code-Based Checks for Tool Calls](https://futureagi.com/blog/agent-trace-evaluation-code-based-checks/) - [How to Build an AI Agent Benchmarking Suite From Real User Tasks](https://futureagi.com/blog/ai-agent-benchmarking-suite-real-user-tasks/) - [AI Agent Optimization With Claude Code Using Real Production Failures](https://futureagi.com/blog/ai-agent-optimization-claude-code-production-failures/) - [How to Take AI Agents in Healthcare From Pilot to Production](https://futureagi.com/blog/ai-agents-in-healthcare-pilot-to-production/) - [MCP vs CLI for AI Agents in Eval and Observability Workflows](https://futureagi.com/blog/mcp-vs-cli-ai-agents-eval-observability/) - [Red Teaming AI Agents Against Tool, Memory, and Retrieval Attacks](https://futureagi.com/blog/red-teaming-ai-agents/) - [Why AI Agents Fail in Production and How to Find the Broken Layer](https://futureagi.com/blog/why-ai-agents-fail-in-production/) - [The Best No-Code Agent Builder Platforms in 2026](https://futureagi.com/blog/best-no-code-agent-builder-platforms-2026/) - 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[LLM Guardrails With Future AGI Protect in 2026: A Complete Guide](https://futureagi.com/blog/llm-guardrails-genai-future-agi-2025/) - [Best Text-to-Speech APIs in 2026: ElevenLabs, Cartesia, Deepgram, Hume Compared](https://futureagi.com/blog/best-text-to-speech-providers-2026/) - [Future AGI MCP Server: Evaluate LLMs from Claude or Cursor](https://futureagi.com/blog/future-agi-mcp-server-2025/) - [GPT-4.1 Benchmarks 2026: Should You Still Use It, or Move to GPT-5?](https://futureagi.com/blog/gpt-4-1-benchmarks-2025/) - [Mistral Small 3.1 in 2026: Benchmarks, Lineup, Comparison](https://futureagi.com/blog/mistral-small-3-1-2025/) - [Manus AI in 2026: Pricing, GAIA Scores, and the Best Alternatives](https://futureagi.com/blog/manus-ai-comparison-2025/) - [Top Agentic AI Frameworks in 2026: 7 Picks Compared](https://futureagi.com/blog/agentic-ai-frameworks-2025/) - [Agentic AI vs Generative AI (2026): Differences & ROI](https://futureagi.com/blog/agentic-ai-vs-generative-ai-2025/) - [Multi-Agent AI Systems in 2026: Frameworks, Patterns, Production](https://futureagi.com/blog/multi-agent-systems-2025/) - [Vector Databases and Knowledge Graphs for RAG in 2026](https://futureagi.com/blog/vector-databases-knowledge-graphs-rag-2025/) - [LLM Reasoning in 2026: o3, GPT-5, Claude 4.7, DeepSeek R1 Guide](https://futureagi.com/blog/llm-reasoning-2025/) - [Model Context Protocol (MCP) in 2026: Standard for AI Tool Use](https://futureagi.com/blog/model-context-protocol-mcp-2025/) - [How ChatGPT Jailbreak Prompts Like DAN Work in 2026](https://futureagi.com/blog/jailbreaking-chatgpt-2025/) - [Llama vs Traditional AI Models (2026): Llama 4 vs GPT, BERT](https://futureagi.com/blog/llama-traditional-ai-models-2025/) - [Vector Chunking 2026: Strategies, Sizes, and Retrieval Wins](https://futureagi.com/blog/vector-chunking-2025/) - [How to Implement Voice AI Observability in 2026: Full Guide](https://futureagi.com/blog/implement-voice-ai-observability-2026/) - [OpenAI Operator in 2026: GPT-5, ChatGPT Atlas, and Alternatives](https://futureagi.com/blog/openai-operator-2025/) - [Generative AI Trends 2026: 8 Shifts Reshaping Builds & Buys](https://futureagi.com/blog/generative-ai-trends-2026/) - [Voice AI Evaluation Infrastructure 2026: A Developer Guide](https://futureagi.com/blog/voice-ai-evaluation-infrastructure-developers-guide/) - [AI Red Teaming for GenAI in 2026: Tools, Attacks, Playbook](https://futureagi.com/blog/ai-red-teaming-genai-2025/) - [Chain of Thought Prompting in 2026: Guide for GPT-5 + Claude 4.7](https://futureagi.com/blog/chain-of-thought-prompting-ai-2025/) - [Trace and Debug Multi-Agent Systems in 2026: Production Guide](https://futureagi.com/blog/trace-debug-multi-agent-systems-observability-guide/) - [Human vs LLM Annotation in 2026: Accuracy, Cost, Hybrid](https://futureagi.com/blog/human-vs-llm-annotation-2025/) - [Visual Language Models in 2026: GPT-5o, Claude Opus 4.7, Gemini 3 Pro](https://futureagi.com/blog/visual-language-models-2025/) - [RAG Architecture 2026: Patterns, Code, and Eval](https://futureagi.com/blog/rag-architecture-llm-2025/) - [LLM Function Calling in 2026: OpenAI, Anthropic, Structured Outputs](https://futureagi.com/blog/llm-function-calling-2025/) - [Building LLMs in Production 2026: A Step-by-Step Playbook](https://futureagi.com/blog/building-llms-production-2025/) - [Mean Squared Error (MSE) in Machine Learning: Formula, RMSE, MAE, R-Squared](https://futureagi.com/blog/mean-squared-error-2025/) - [How to Use AI for Creating Dashboards in 2026](https://futureagi.com/blog/ai-for-creating-dashboards/) - [Best Open-Weight LLMs 2026: Llama 4, DeepSeek R2, Qwen 3 Compared](https://futureagi.com/blog/open-source-llms-2025/) ### Webinars - [Engineering Coding Agent Harnesses for Data Workflows](https://futureagi.com/blog/engineering-coding-agent-harnesses-for-data-workflows-webinar-2026/) - [The Voice of AGI: Building Voice Agents That Actually Work in Production](https://futureagi.com/blog/the-voice-of-agi-webinar-2026/) - [Why Did My RAG Agent Get Worse? A Live Autopsy](https://futureagi.com/blog/why-did-my-rag-agent-get-worse-webinar-2026/) - [Agentic UX in 2026: Building AI-Native Interfaces (Webinar)](https://futureagi.com/blog/agentic-ux-webinar-2025/) - [Build Self-Optimizing AI Agents in 2026 (Free Webinar + Guide)](https://futureagi.com/blog/agent-optimize-webinar-2025/) - [LLM Inference Performance Webinar: 2026 Update](https://futureagi.com/blog/inference-performance-webinar-2026/) - [Future AGI August 2025: SIMULATE, Salesforce, Bedrock, Agentic RAG](https://futureagi.com/blog/august-update-future-agi-2025/) - [Cybersecurity with GenAI Webinar (2026 Replay): Predict and Prevent](https://futureagi.com/blog/cybersecurity-genai-webinar-6-2025/) - [MarTech 2.0 GenAI Webinar (2026 Replay): Build Adaptive AI Stacks](https://futureagi.com/blog/martech-genai-webinar-5-2025/) - [Build a Robust MCP in 2026: Evaluate and Observe in Real Time](https://futureagi.com/blog/build-mcp-evaluate-observe-2025/) - [Agent Command Center: AI Gateway Control Plane (2026 Webinar)](https://futureagi.com/blog/command-centre-webinar-2026/) - [Modern AI Engineering in 2026: Scaling LLMs (Webinar)](https://futureagi.com/blog/webinar-03-modern-ai-engineering/) - [Evaluating AI With Confidence in 2026: A Practical Guide](https://futureagi.com/blog/evaluating-ai-with-confidence/) - [AI Failures and Smart Evaluation in 2026: Webinar Replay](https://futureagi.com/blog/webinar-01-ai-failures-smart-evaluation-techniques/) ### News - [Open-Source AI News: July 2026 LLM Release Tracker](https://futureagi.com/blog/open-source-llm-releases/) - [Future AGI November 2025: Voice Persona Testing, A/B for STT-LLM-TTS](https://futureagi.com/blog/future-agi-november-roundup-2025/) - [Future AGI Protect 2026: Multi-Modal AI Guardrails](https://futureagi.com/blog/protect-trustworthy-ai-guardrails-enterprises-2025/) - [Future AGI September 2025: Agent Compass, AWS Marketplace, RBAC](https://futureagi.com/blog/september-update-future-agi-2025/) - [Future AGI July 2025: OSS Eval Library, Vercel + Langfuse Tracing](https://futureagi.com/blog/july-update-future-agi-2025/) - [Future AGI June 2025: Inline Evals, Audio Error Localizer, OSS Library](https://futureagi.com/blog/june-update-future-agi-2025/) - [Future AGI + Portkey 2026: Unified Eval and Gateway](https://futureagi.com/blog/futureagi-portkey-integration-2025/) - [Future AGI May Roundup](https://futureagi.com/blog/may-update-future-agi-2025/) - [Future AGI vs Confident AI in 2026: Which LLM Eval Wins?](https://futureagi.com/blog/future-agi-vs-confident-ai-2025/) - [Future AGI April 2025: Compare Data, Audio Evals, OpenAI Agents SDK](https://futureagi.com/blog/april-update-future-agi-2025/) ## Changelog (Weekly Product Updates) - [All Changelogs](https://futureagi.com/changelog/) - [Simulate your agents in an Environment: up to 1,000 realistic scenarios from one chat, then debug failures goal by goal](https://futureagi.com/changelog/2026-w40/) - [Simulate voice and chat agents in a rich environment, buy Future AGI on Google Cloud Marketplace, and outbound Retell voice simulation](https://futureagi.com/changelog/2026-w38/) - [Richer AI Gateway traces, full gateway coverage for the Anthropic and Google GenAI SDKs, seven insurance-agent evals, and a wave of Observe polish](https://futureagi.com/changelog/2026-w36/) - [Send AI Gateway traces to any OpenTelemetry backend, voice agents over WebRTC, and simulations from your own harness](https://futureagi.com/changelog/2026-w34/) - [A Root-Cause Analysis Agent for Error Feed, Observe Loads 50 to 70% Faster, and Claude 5 and the Gemini 3 Family](https://futureagi.com/changelog/2026-w32/) - [Perplexity ships Sonar and gpt-5.1 to self-hosted Future AGI, plus polish across Evals, Observe, and Platform](https://futureagi.com/changelog/2026-w24/) - [Evals on Traces and Sessions, Configurable Eval Context, and Polish Across Evals, Observe, and Simulate](https://futureagi.com/changelog/2026-w22/) - [Self-Host in One Command, Jinja2 Prompts, and Polish Across Evals and Observability](https://futureagi.com/changelog/2026-w20/) - [Evals Revamp, Experiment V2, Observe Revamp, and Error Feed](https://futureagi.com/changelog/2026-w18/) - [Voice AI Production-to-Simulation, Annotation Queue Assignment, and API Docs Improvements](https://futureagi.com/changelog/2026-w16/) - [Falcon AI and 4x Faster Frontend](https://futureagi.com/changelog/2026-w14/) - [Custom Dashboards, MCP Server, 2FA with Passkeys, and Annotation Queues](https://futureagi.com/changelog/2026-w12/) - [Agent Command Center, Agent Playground, and ClickHouse Migration](https://futureagi.com/changelog/2026-w10/) - [ai-evaluation 1.0, Deep Space Theme, Multi-Language SDKs, and Multimodal Workbench](https://futureagi.com/changelog/2026-w08/) - [Simulate from Prompt Workbench, Voice Annotations, and Agent Health for Voice Agents](https://futureagi.com/changelog/2026-w06/) - [Baseline Chat Comparison, Fix My Agent Polish, and OpenTelemetry Instrumentation](https://futureagi.com/changelog/2026-w04/) - [Chat Simulation via Observe, Pre-Built Evaluation Groups, and Fix My Agent for Chat](https://futureagi.com/changelog/2026-w02/) - [Chat Simulation V1, Agent Prompt Optimiser, and Reliability Upgrades](https://futureagi.com/changelog/2025-w52/) - [Fix My Agent, Persona Management Suite, and JSON Input/Output in Sessions](https://futureagi.com/changelog/2025-w50/) - [Multi-Branch Scenarios, Custom Background Noises, and Critical-Issue Feed in Simulate](https://futureagi.com/changelog/2025-w48/) - [Simulation Call Observability, Retell and Outbound Calls in Simulate, Tool Evaluation](https://futureagi.com/changelog/2025-w46/) - [Credit Usage Revamp, Multi-Language Agents, and New TTS Providers](https://futureagi.com/changelog/2025-w44/) - [ai-evaluation SDK v0.1.5, Personas, and Run-Prompt Enhancements](https://futureagi.com/changelog/2025-w42/) - [Voice Observability for Vapi, Retell, and ElevenLabs; Eval Groups in Experiments; Simulate via SDK](https://futureagi.com/changelog/2025-w40/) - [Automated Scenario Builder, Agent Definition Versioning, and Simplified Session Tracking](https://futureagi.com/changelog/2025-w38/) - [Agent Compass, Annotation Quality Dashboard, and Enterprise Multi-Workspace Security](https://futureagi.com/changelog/2025-w36/) - [Summary Dashboards, Alerts Revamp, Prompt SDK, and Workspaces RBAC](https://futureagi.com/changelog/2025-w34/) - [Document Columns, Function Evaluations, and Async Evals via SDK](https://futureagi.com/changelog/2025-w32/) - [Voice Simulation and the Evals Playground](https://futureagi.com/changelog/2025-w30/) - [System Metrics in Observe, Multimodal Bedrock Tracing, and Eval Playground Upgrades](https://futureagi.com/changelog/2025-w28/) - [Alerts and Monitors, gRPC Trace Ingestion, and the Observe Graph](https://futureagi.com/changelog/2025-w26/) - [Breaking Bad UI Redesign, Custom Model Endpoints, and Observe Enhancements](https://futureagi.com/changelog/2025-w24/) - [Protect Flash, TypeScript SDK v0.1.0, and Custom Evaluations in Observe](https://futureagi.com/changelog/2025-w22/) - [Workbench V2, Custom Evaluations Revamp, and SDK Updates](https://futureagi.com/changelog/2025-w20/) - [Diff View in Experiments, Audio Across the Platform, and Run-Insight Views](https://futureagi.com/changelog/2025-w18/) - [Prototype V2 and Audio Evaluations](https://futureagi.com/changelog/2025-w16/) ## Company Information ### Mission & Values - [Why We Exist](https://futureagi.com/handbook/mission/why-we-exist/) - [What We Build](https://futureagi.com/handbook/mission/what-we-build/) - [Our Values](https://futureagi.com/handbook/mission/our-values/) - [AI Safety Philosophy](https://futureagi.com/handbook/mission/ai-safety-philosophy/) ### Social & Community - X (Twitter): https://x.com/FutureAGI_ - LinkedIn: https://linkedin.com/company/futureagi - GitHub: https://github.com/future-agi - Discord: https://discord.gg/UjZ2gRT5p - Email: hello@futureagi.com ### Pricing Summary - Free plan: Available for small teams, no credit card required - Pro: $50/month flat (not per seat), up to 5 seats, 2 months free on annual billing - Enterprise: Custom pricing with dedicated SLAs and support - All plans include: evaluation, observability, guardrails, and gateway ### Key Differentiators - Open-source: Full transparency, self-host or managed cloud - Not per-seat pricing: Pro is $50/month flat vs LangSmith at $39/user/month - End-to-end platform: Covers simulate, evaluate, optimize, monitor, protect, gateway, guardrail - Sub-100ms guardrails: Real-time protection before outputs reach users - Multimodal: Supports text, image, audio, and video evaluation - Framework-agnostic: Works with LangChain, LlamaIndex, CrewAI, AutoGen, and custom orchestration - OpenTelemetry-native: Traces export to Jaeger, Prometheus, Grafana - Compliance: SOC 2, ISO 27001, ISO 42001, HIPAA, GDPR, EU AI Act ready - AWS Marketplace: Available for enterprise deployments using existing cloud commitments --- ## LLM Cost Calculator & Model Directory Per-token pricing, context windows, capability flags, and public benchmark scores for 2,700+ chat, embedding, image, audio, video, and rerank models. Pricing verified weekly. Submit edits in one click. Every model page includes a ready-to-paste Agent Command Center routing config. ### Hubs - [All models](https://futureagi.com/llm-cost-calculator/) — main directory with provider grid and per-mode tables - [Compare](https://futureagi.com/llm-cost-calculator/compare/) — curated side-by-side comparisons ### Provider hubs - [OpenAI](https://futureagi.com/llm-cost-calculator/openai/) - [Anthropic](https://futureagi.com/llm-cost-calculator/anthropic/) - [Google AI](https://futureagi.com/llm-cost-calculator/google/) - [Vertex AI](https://futureagi.com/llm-cost-calculator/vertex-ai/) - [Amazon Bedrock](https://futureagi.com/llm-cost-calculator/bedrock/) - [Azure OpenAI](https://futureagi.com/llm-cost-calculator/azure-openai/) - [Azure AI Foundry](https://futureagi.com/llm-cost-calculator/azure-ai-foundry/) - [Mistral AI](https://futureagi.com/llm-cost-calculator/mistral/) - [Cohere](https://futureagi.com/llm-cost-calculator/cohere/) - [Groq](https://futureagi.com/llm-cost-calculator/groq/) - [Cerebras](https://futureagi.com/llm-cost-calculator/cerebras/) - [xAI](https://futureagi.com/llm-cost-calculator/xai/) - [Perplexity](https://futureagi.com/llm-cost-calculator/perplexity/) - [Fireworks AI](https://futureagi.com/llm-cost-calculator/fireworks-ai/) - [Together AI](https://futureagi.com/llm-cost-calculator/together-ai/) - [DeepInfra](https://futureagi.com/llm-cost-calculator/deepinfra/) - [Replicate](https://futureagi.com/llm-cost-calculator/replicate/) - [Hugging Face](https://futureagi.com/llm-cost-calculator/huggingface/) - [OpenRouter](https://futureagi.com/llm-cost-calculator/openrouter/) - [Novita AI](https://futureagi.com/llm-cost-calculator/novita-ai/) - [Databricks](https://futureagi.com/llm-cost-calculator/databricks/) - [Snowflake Cortex](https://futureagi.com/llm-cost-calculator/snowflake-cortex/) - [IBM watsonx](https://futureagi.com/llm-cost-calculator/watsonx/) - [DeepSeek](https://futureagi.com/llm-cost-calculator/deepseek/) - [Moonshot AI](https://futureagi.com/llm-cost-calculator/moonshot/) - [Alibaba DashScope](https://futureagi.com/llm-cost-calculator/dashscope/) - [Deepgram](https://futureagi.com/llm-cost-calculator/deepgram/) - [AssemblyAI](https://futureagi.com/llm-cost-calculator/assemblyai/) - [ElevenLabs](https://futureagi.com/llm-cost-calculator/elevenlabs/) - [Stability AI](https://futureagi.com/llm-cost-calculator/stability-ai/) - [Lambda](https://futureagi.com/llm-cost-calculator/lambda/) - [Nebius](https://futureagi.com/llm-cost-calculator/nebius/) - [AI21 Labs](https://futureagi.com/llm-cost-calculator/ai21/) - [Voyage AI](https://futureagi.com/llm-cost-calculator/voyage-ai/) - [Jina AI](https://futureagi.com/llm-cost-calculator/jina-ai/) ### What every model page includes - Hero with verified-on date and AI-overview-ready summary paragraph - Live cost calculator with workload presets (support bot, RAG, agent, batch eval) and cached/batch toggle - Pricing table with one-click "suggest edit" links into the public review queue - Capability matrix and modality list - "Where it's strong" / "Watch out for" guidance - Public benchmark scores with citations (MMLU, MMLU-Pro, GPQA, HumanEval, SWE-bench Verified, IFEval, Arena ELO, MMMU, MTEB, more) - Speed and reliability — first-party latency from the Agent Command Center gateway when available - Production routing recipe — copy-paste Agent Command Center config with cost-optimized fallback - Sibling comparisons — cheaper alternatives, larger context, higher max output - Schema.org Product + Offer + FAQPage + BreadcrumbList for rich results ### Routing & gateway Every model page sells the same primitive: route any of these 2,700+ models via [Agent Command Center](https://docs.futureagi.com/docs/prism), Future AGI's open-source OpenAI-compatible gateway. One config supports cost-optimized routing, latency-aware retries, model fallback, shadow / mirror traffic, exact + semantic caching, 18 built-in guardrail scanners, and Prometheus + OpenTelemetry observability. Free for 100K requests per month. ### All model pages (2,698 total, grouped by provider) Auto-generated from Supabase `models_public`. Last regenerated: 2026-10-21. Re-run with `node --env-file=.env scripts/build-llms-models.mjs` (or via `scripts/refresh-all.mjs` which calls it automatically).
Amazon Bedrock · 407 models · provider index - [50 Steps Bedrock Amazon Nova Canvas v1.0](https://futureagi.com/llm-cost-calculator/bedrock/50-steps-bedrock-amazon-nova-canvas-v1-0/) - [50 Steps Stability Stable Diffusion Xl v0](https://futureagi.com/llm-cost-calculator/bedrock/50-steps-stability-stable-diffusion-xl-v0/) - [50 Steps Stability Stable Diffusion Xl v1](https://futureagi.com/llm-cost-calculator/bedrock/50-steps-stability-stable-diffusion-xl-v1/) - [Ai21 J2 Mid v1](https://futureagi.com/llm-cost-calculator/bedrock/ai21-j2-mid-v1/) - [Ai21 J2 Ultra v1](https://futureagi.com/llm-cost-calculator/bedrock/ai21-j2-ultra-v1/) - [Ai21 Jamba 1.5 Large v1.0](https://futureagi.com/llm-cost-calculator/bedrock/ai21-jamba-1-5-large-v1-0/) - [Ai21 Jamba 1.5 mini v1.0](https://futureagi.com/llm-cost-calculator/bedrock/ai21-jamba-1-5-mini-v1-0/) - [Ai21 Jamba Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/ai21-jamba-instruct-v1-0/) - [Amazon Nova 2 Lite v1.0](https://futureagi.com/llm-cost-calculator/bedrock/amazon-nova-2-lite-v1-0/) - [Amazon Nova 2 Lite v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-amazon-nova-2-lite-v1-0/) - [Amazon Nova 2 Lite v1.0](https://futureagi.com/llm-cost-calculator/bedrock/apac-amazon-nova-2-lite-v1-0/) - [Amazon Nova 2 Lite v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-amazon-nova-2-lite-v1-0/) - [Amazon Nova 2 Lite v1.0](https://futureagi.com/llm-cost-calculator/bedrock/global-amazon-nova-2-lite-v1-0/) - [Amazon Nova 2 Multimodal Embeddings v1.0](https://futureagi.com/llm-cost-calculator/bedrock/amazon-nova-2-multimodal-embeddings-v1-0/) - [Amazon Nova 2 Pro preview 20251202 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/apac-amazon-nova-2-pro-preview-20251202-v1-0/) - [Amazon Nova 2 Pro preview 20251202 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-amazon-nova-2-pro-preview-20251202-v1-0/) - [Amazon Nova 2 Pro preview 20251202 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-amazon-nova-2-pro-preview-20251202-v1-0/) - [Amazon Nova 2 Pro preview 20251202 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/amazon-nova-2-pro-preview-20251202-v1-0/) - [Amazon Nova Canvas v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-amazon-nova-canvas-v1-0/) - [Amazon Nova Canvas v1.0](https://futureagi.com/llm-cost-calculator/bedrock/amazon-nova-canvas-v1-0/) - [Amazon Nova Lite v1.0](https://futureagi.com/llm-cost-calculator/bedrock/amazon-nova-lite-v1-0/) - [Amazon Nova Lite v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-amazon-nova-lite-v1-0/) - [Amazon Nova Lite v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-amazon-nova-lite-v1-0/) - [Amazon Nova Lite v1.0](https://futureagi.com/llm-cost-calculator/bedrock/apac-amazon-nova-lite-v1-0/) - [Amazon Nova Micro v1.0](https://futureagi.com/llm-cost-calculator/bedrock/amazon-nova-micro-v1-0/) - [Amazon Nova Micro v1.0](https://futureagi.com/llm-cost-calculator/bedrock/apac-amazon-nova-micro-v1-0/) - [Amazon Nova Micro v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-amazon-nova-micro-v1-0/) - [Amazon Nova Micro v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-amazon-nova-micro-v1-0/) - [Amazon Nova Premier v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-amazon-nova-premier-v1-0/) - [Amazon Nova Pro v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-amazon-nova-pro-v1-0/) - [Amazon Nova Pro v1.0](https://futureagi.com/llm-cost-calculator/bedrock/apac-amazon-nova-pro-v1-0/) - [Amazon Nova Pro v1.0](https://futureagi.com/llm-cost-calculator/bedrock/amazon-nova-pro-v1-0/) - [Amazon Nova Pro v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-amazon-nova-pro-v1-0/) - [Amazon Rerank v1.0](https://futureagi.com/llm-cost-calculator/bedrock/amazon-rerank-v1-0/) - [Amazon Titan Embed G1 Text 02](https://futureagi.com/llm-cost-calculator/bedrock/amazon-titan-embed-g1-text-02/) - [Amazon Titan Embed Image v1](https://futureagi.com/llm-cost-calculator/bedrock/amazon-titan-embed-image-v1/) - [Amazon Titan Embed Text v1](https://futureagi.com/llm-cost-calculator/bedrock/amazon-titan-embed-text-v1/) - [Amazon Titan Embed Text v2.0](https://futureagi.com/llm-cost-calculator/bedrock/amazon-titan-embed-text-v2-0/) - [Amazon Titan Image Generator v1](https://futureagi.com/llm-cost-calculator/bedrock/amazon-titan-image-generator-v1/) - [Amazon Titan Image Generator v2](https://futureagi.com/llm-cost-calculator/bedrock/amazon-titan-image-generator-v2/) - [Amazon Titan Image Generator v2.0](https://futureagi.com/llm-cost-calculator/bedrock/amazon-titan-image-generator-v2-0/) - [Amazon Titan Text Express v1](https://futureagi.com/llm-cost-calculator/bedrock/amazon-titan-text-express-v1/) - [Amazon Titan Text Lite v1](https://futureagi.com/llm-cost-calculator/bedrock/amazon-titan-text-lite-v1/) - [Amazon Titan Text Premier v1.0](https://futureagi.com/llm-cost-calculator/bedrock/amazon-titan-text-premier-v1-0/) - [Anthropic Claude 3 Haiku 20240307 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-3-haiku-20240307-v1-0/) - [Anthropic Claude 3 Haiku 20240307 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-3-haiku-20240307-v1-0/) - [Anthropic Claude 3 Haiku 20240307 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/apac-anthropic-claude-3-haiku-20240307-v1-0/) - [Anthropic Claude 3 Haiku 20240307 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-3-haiku-20240307-v1-0/) - [Anthropic Claude 3 Opus 20240229 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-3-opus-20240229-v1-0/) - [Anthropic Claude 3 Opus 20240229 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-3-opus-20240229-v1-0/) - [Anthropic Claude 3 Opus 20240229 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-3-opus-20240229-v1-0/) - [Anthropic Claude 3 Sonnet 20240229 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-3-sonnet-20240229-v1-0/) - [Anthropic Claude 3 Sonnet 20240229 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-3-sonnet-20240229-v1-0/) - [Anthropic Claude 3 Sonnet 20240229 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/apac-anthropic-claude-3-sonnet-20240229-v1-0/) - [Anthropic Claude 3 Sonnet 20240229 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-3-sonnet-20240229-v1-0/) - [Anthropic Claude 3.5 Haiku 20241022 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-3-5-haiku-20241022-v1-0/) - [Anthropic Claude 3.5 Haiku 20241022 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-3-5-haiku-20241022-v1-0/) - [Anthropic Claude 3.5 Haiku 20241022 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-3-5-haiku-20241022-v1-0/) - [Anthropic Claude 3.5 Sonnet 20240620 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/apac-anthropic-claude-3-5-sonnet-20240620-v1-0/) - [Anthropic Claude 3.5 Sonnet 20240620 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-3-5-sonnet-20240620-v1-0/) - [Anthropic Claude 3.5 Sonnet 20240620 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-3-5-sonnet-20240620-v1-0/) - [Anthropic Claude 3.5 Sonnet 20240620 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-3-5-sonnet-20240620-v1-0/) - [Anthropic Claude 3.5 Sonnet 20241022 v2.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-3-5-sonnet-20241022-v2-0/) - [Anthropic Claude 3.5 Sonnet 20241022 v2.0](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-3-5-sonnet-20241022-v2-0/) - [Anthropic Claude 3.5 Sonnet 20241022 v2.0](https://futureagi.com/llm-cost-calculator/bedrock/apac-anthropic-claude-3-5-sonnet-20241022-v2-0/) - [Anthropic Claude 3.5 Sonnet 20241022 v2.0](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-3-5-sonnet-20241022-v2-0/) - [Anthropic Claude 3.7 Sonnet 20240620 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-3-7-sonnet-20240620-v1-0/) - [Anthropic Claude 3.7 Sonnet 20250219 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-3-7-sonnet-20250219-v1-0/) - [Anthropic Claude 3.7 Sonnet 20250219 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-3-7-sonnet-20250219-v1-0/) - [Anthropic Claude 3.7 Sonnet 20250219 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-3-7-sonnet-20250219-v1-0/) - [Anthropic Claude Fable 5](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-fable-5/) - [Anthropic Claude Fable 5](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-fable-5/) - [Anthropic Claude Fable 5](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-fable-5/) - [Anthropic Claude Fable 5](https://futureagi.com/llm-cost-calculator/bedrock/global-anthropic-claude-fable-5/) - [Anthropic Claude Haiku 4.5 \(2025-10-01\)](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-haiku-4-5-20251001/) - [Anthropic Claude Haiku 4.5 20251001 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-haiku-4-5-20251001-v1-0/) - [Anthropic Claude Haiku 4.5 20251001 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/au-anthropic-claude-haiku-4-5-20251001-v1-0/) - [Anthropic Claude Haiku 4.5 20251001 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-haiku-4-5-20251001-v1-0/) - [Anthropic Claude Haiku 4.5 20251001 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/global-anthropic-claude-haiku-4-5-20251001-v1-0/) - [Anthropic Claude Haiku 4.5 20251001 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/apac-anthropic-claude-haiku-4-5-20251001-v1-0/) - [Anthropic Claude Haiku 4.5 20251001 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-haiku-4-5-20251001-v1-0/) - [Anthropic Claude Instant v1](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-instant-v1/) - [Anthropic Claude Mythos preview](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-mythos-preview/) - [Anthropic Claude Opus 4.1 20250805 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-opus-4-1-20250805-v1-0/) - [Anthropic Claude Opus 4.1 20250805 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-opus-4-1-20250805-v1-0/) - [Anthropic Claude Opus 4.1 20250805 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-opus-4-1-20250805-v1-0/) - [Anthropic Claude Opus 4.20250514 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-opus-4-20250514-v1-0/) - [Anthropic Claude Opus 4.20250514 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-opus-4-20250514-v1-0/) - [Anthropic Claude Opus 4.20250514 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-opus-4-20250514-v1-0/) - [Anthropic Claude Opus 4.5 20251101 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-opus-4-5-20251101-v1-0/) - [Anthropic Claude Opus 4.5 20251101 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/global-anthropic-claude-opus-4-5-20251101-v1-0/) - [Anthropic Claude Opus 4.5 20251101 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-opus-4-5-20251101-v1-0/) - [Anthropic Claude Opus 4.5 20251101 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-opus-4-5-20251101-v1-0/) - [Anthropic Claude Opus 4.6 v1](https://futureagi.com/llm-cost-calculator/bedrock/au-anthropic-claude-opus-4-6-v1/) - [Anthropic Claude Opus 4.6 v1](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-opus-4-6-v1/) - [Anthropic Claude Opus 4.6 v1](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-opus-4-6-v1/) - [Anthropic Claude Opus 4.6 v1](https://futureagi.com/llm-cost-calculator/bedrock/global-anthropic-claude-opus-4-6-v1/) - [Anthropic Claude Opus 4.6 v1](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-opus-4-6-v1/) - [Anthropic Claude Opus 4.7](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-opus-4-7/) - [Anthropic Claude Opus 4.7](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-opus-4-7/) - [Anthropic Claude Opus 4.7](https://futureagi.com/llm-cost-calculator/bedrock/au-anthropic-claude-opus-4-7/) - [Anthropic Claude Opus 4.7](https://futureagi.com/llm-cost-calculator/bedrock/global-anthropic-claude-opus-4-7/) - [Anthropic Claude Opus 4.7](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-opus-4-7/) - [Anthropic Claude Opus 4.8](https://futureagi.com/llm-cost-calculator/bedrock/global-anthropic-claude-opus-4-8/) - [Anthropic Claude Opus 4.8](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-opus-4-8/) - [Anthropic Claude Opus 4.8](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-opus-4-8/) - [Anthropic Claude Opus 4.8](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-opus-4-8/) - [Anthropic Claude Opus 4.8](https://futureagi.com/llm-cost-calculator/bedrock/au-anthropic-claude-opus-4-8/) - [Anthropic Claude Opus 5](https://futureagi.com/llm-cost-calculator/bedrock/global-anthropic-claude-opus-5/) - [Anthropic Claude Opus 5](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-opus-5/) - [Anthropic Claude Opus 5](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-opus-5/) - [Anthropic Claude Opus 5](https://futureagi.com/llm-cost-calculator/bedrock/au-anthropic-claude-opus-5/) - [Anthropic Claude Opus 5](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-opus-5/) - [Anthropic Claude Sonnet 4.20250514 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-sonnet-4-20250514-v1-0/) - [Anthropic Claude Sonnet 4.20250514 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-sonnet-4-20250514-v1-0/) - [Anthropic Claude Sonnet 4.20250514 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-sonnet-4-20250514-v1-0/) - [Anthropic Claude Sonnet 4.20250514 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/global-anthropic-claude-sonnet-4-20250514-v1-0/) - [Anthropic Claude Sonnet 4.20250514 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/apac-anthropic-claude-sonnet-4-20250514-v1-0/) - [Anthropic Claude Sonnet 4.5 20250929 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/global-anthropic-claude-sonnet-4-5-20250929-v1-0/) - [Anthropic Claude Sonnet 4.5 20250929 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-sonnet-4-5-20250929-v1-0/) - [Anthropic Claude Sonnet 4.5 20250929 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/au-anthropic-claude-sonnet-4-5-20250929-v1-0/) - [Anthropic Claude Sonnet 4.5 20250929 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-sonnet-4-5-20250929-v1-0/) - [Anthropic Claude Sonnet 4.5 20250929 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-sonnet-4-5-20250929-v1-0/) - [Anthropic Claude Sonnet 4.6](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-sonnet-4-6/) - [Anthropic Claude Sonnet 4.6](https://futureagi.com/llm-cost-calculator/bedrock/au-anthropic-claude-sonnet-4-6/) - [Anthropic Claude Sonnet 4.6](https://futureagi.com/llm-cost-calculator/bedrock/global-anthropic-claude-sonnet-4-6/) - [Anthropic Claude Sonnet 4.6](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-sonnet-4-6/) - [Anthropic Claude Sonnet 4.6](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-sonnet-4-6/) - [Anthropic Claude Sonnet 5](https://futureagi.com/llm-cost-calculator/bedrock/us-anthropic-claude-sonnet-5/) - [Anthropic Claude Sonnet 5](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-sonnet-5/) - [Anthropic Claude Sonnet 5](https://futureagi.com/llm-cost-calculator/bedrock/global-anthropic-claude-sonnet-5/) - [Anthropic Claude Sonnet 5](https://futureagi.com/llm-cost-calculator/bedrock/eu-anthropic-claude-sonnet-5/) - [Anthropic Claude Sonnet 5](https://futureagi.com/llm-cost-calculator/bedrock/au-anthropic-claude-sonnet-5/) - [Anthropic Claude v1](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-v1/) - [Anthropic Claude v2.1](https://futureagi.com/llm-cost-calculator/bedrock/anthropic-claude-v2-1/) - [Ca Central 1 Meta Llama3.70b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/ca-central-1-meta-llama3-70b-instruct-v1-0/) - [Ca Central 1 Meta Llama3.8b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/ca-central-1-meta-llama3-8b-instruct-v1-0/) - [Central 1 Anthropic Claude Instant v1](https://futureagi.com/llm-cost-calculator/bedrock/eu-central-1-anthropic-claude-instant-v1/) - [Central 1 Anthropic Claude v1](https://futureagi.com/llm-cost-calculator/bedrock/eu-central-1-anthropic-claude-v1/) - [Central 1 Anthropic Claude v2.1](https://futureagi.com/llm-cost-calculator/bedrock/eu-central-1-anthropic-claude-v2-1/) - [Central 1 Minimax Minimax M2.1](https://futureagi.com/llm-cost-calculator/bedrock/eu-central-1-minimax-minimax-m2-1/) - [Central 1 Minimax Minimax M2.5](https://futureagi.com/llm-cost-calculator/bedrock/eu-central-1-minimax-minimax-m2-5/) - [Central 1 Qwen Qwen3 Coder Next](https://futureagi.com/llm-cost-calculator/bedrock/eu-central-1-qwen-qwen3-coder-next/) - [Central 1.1 Month Commitment Anthropic Claude Instant v1](https://futureagi.com/llm-cost-calculator/bedrock/eu-central-1-1-month-commitment-anthropic-claude-instant-v1/) - [Central 1.1 Month Commitment Anthropic Claude v1](https://futureagi.com/llm-cost-calculator/bedrock/eu-central-1-1-month-commitment-anthropic-claude-v1/) - [Central 1.1 Month Commitment Anthropic Claude v2.1](https://futureagi.com/llm-cost-calculator/bedrock/eu-central-1-1-month-commitment-anthropic-claude-v2-1/) - [Central 1.6 Month Commitment Anthropic Claude Instant v1](https://futureagi.com/llm-cost-calculator/bedrock/eu-central-1-6-month-commitment-anthropic-claude-instant-v1/) - [Central 1.6 Month Commitment Anthropic Claude v1](https://futureagi.com/llm-cost-calculator/bedrock/eu-central-1-6-month-commitment-anthropic-claude-v1/) - [Central 1.6 Month Commitment Anthropic Claude v2.1](https://futureagi.com/llm-cost-calculator/bedrock/eu-central-1-6-month-commitment-anthropic-claude-v2-1/) - [Claude Sonnet 4.5 20250929 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/claude-sonnet-4-5-20250929-v1-0/) - [Cohere Command Light Text v14](https://futureagi.com/llm-cost-calculator/bedrock/cohere-command-light-text-v14/) - [Cohere Command Light Text v14 \(1-month commitment\)](https://futureagi.com/llm-cost-calculator/bedrock/1-month-commitment-cohere-command-light-text-v14/) - [Cohere Command Light Text v14 \(6-month commitment\)](https://futureagi.com/llm-cost-calculator/bedrock/6-month-commitment-cohere-command-light-text-v14/) - [Cohere Command R Plus v1.0](https://futureagi.com/llm-cost-calculator/bedrock/cohere-command-r-plus-v1-0/) - [Cohere Command R v1.0](https://futureagi.com/llm-cost-calculator/bedrock/cohere-command-r-v1-0/) - [Cohere Command Text v14](https://futureagi.com/llm-cost-calculator/bedrock/cohere-command-text-v14/) - [Cohere Command Text v14 \(1-month commitment\)](https://futureagi.com/llm-cost-calculator/bedrock/1-month-commitment-cohere-command-text-v14/) - [Cohere Command Text v14 \(6-month commitment\)](https://futureagi.com/llm-cost-calculator/bedrock/6-month-commitment-cohere-command-text-v14/) - [Cohere Embed English v3](https://futureagi.com/llm-cost-calculator/bedrock/cohere-embed-english-v3/) - [Cohere Embed Multilingual v3](https://futureagi.com/llm-cost-calculator/bedrock/cohere-embed-multilingual-v3/) - [Cohere Embed v4.0](https://futureagi.com/llm-cost-calculator/bedrock/cohere-embed-v4-0/) - [Cohere Rerank V3.5 0](https://futureagi.com/llm-cost-calculator/bedrock/cohere-rerank-v3-5-0/) - [DeepSeek R1 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-deepseek-r1-v1-0/) - [DeepSeek V3 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/deepseek-v3-v1-0/) - [DeepSeek v3.2](https://futureagi.com/llm-cost-calculator/bedrock/deepseek-v3-2/) - [DeepSeek v3.2](https://futureagi.com/llm-cost-calculator/bedrock/us-deepseek-v3-2/) - [DeepSeek v3.2](https://futureagi.com/llm-cost-calculator/bedrock/eu-deepseek-v3-2/) - [East 1 Anthropic Claude Instant v1](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-anthropic-claude-instant-v1/) - [East 1 Anthropic Claude v1](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-anthropic-claude-v1/) - [East 1 Anthropic Claude v2.1](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-anthropic-claude-v2-1/) - [East 1 DeepSeek v3.2](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-deepseek-v3-2/) - [East 1 DeepSeek v3.2](https://futureagi.com/llm-cost-calculator/bedrock/sa-east-1-deepseek-v3-2/) - [East 1 Meta Llama3.70b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/sa-east-1-meta-llama3-70b-instruct-v1-0/) - [East 1 Meta Llama3.70b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-meta-llama3-70b-instruct-v1-0/) - [East 1 Meta Llama3.8b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/sa-east-1-meta-llama3-8b-instruct-v1-0/) - [East 1 Meta Llama3.8b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-meta-llama3-8b-instruct-v1-0/) - [East 1 Minimax Minimax M2.1](https://futureagi.com/llm-cost-calculator/bedrock/sa-east-1-minimax-minimax-m2-1/) - [East 1 Minimax Minimax M2.1](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-minimax-minimax-m2-1/) - [East 1 Minimax Minimax M2.5](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-minimax-minimax-m2-5/) - [East 1 Minimax Minimax M2.5](https://futureagi.com/llm-cost-calculator/bedrock/sa-east-1-minimax-minimax-m2-5/) - [East 1 Mistral Mistral 7B Instruct v0.2](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-mistral-mistral-7b-instruct-v0-2/) - [East 1 Mistral Mistral Large 2402 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-mistral-mistral-large-2402-v1-0/) - [East 1 Mistral Mixtral 8×7B Instruct v0.1](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-mistral-mixtral-8x7b-instruct-v0-1/) - [East 1 Moonshotai Kimi K2 Thinking](https://futureagi.com/llm-cost-calculator/bedrock/sa-east-1-moonshotai-kimi-k2-thinking/) - [East 1 Moonshotai Kimi K2 Thinking](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-moonshotai-kimi-k2-thinking/) - [East 1 Moonshotai Kimi K2.5](https://futureagi.com/llm-cost-calculator/bedrock/sa-east-1-moonshotai-kimi-k2-5/) - [East 1 Moonshotai Kimi K2.5](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-moonshotai-kimi-k2-5/) - [East 1 Qwen Qwen3 Coder Next](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-qwen-qwen3-coder-next/) - [East 1 Qwen Qwen3 Coder Next](https://futureagi.com/llm-cost-calculator/bedrock/sa-east-1-qwen-qwen3-coder-next/) - [East 1 Zai Glm 5](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-zai-glm-5/) - [East 1.1 Month Commitment Anthropic Claude Instant v1](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-1-month-commitment-anthropic-claude-instant-v1/) - [East 1.1 Month Commitment Anthropic Claude v1](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-1-month-commitment-anthropic-claude-v1/) - [East 1.1 Month Commitment Anthropic Claude v2.1](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-1-month-commitment-anthropic-claude-v2-1/) - [East 1.6 Month Commitment Anthropic Claude Instant v1](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-6-month-commitment-anthropic-claude-instant-v1/) - [East 1.6 Month Commitment Anthropic Claude v1](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-6-month-commitment-anthropic-claude-v1/) - [East 1.6 Month Commitment Anthropic Claude v2.1](https://futureagi.com/llm-cost-calculator/bedrock/us-east-1-6-month-commitment-anthropic-claude-v2-1/) - [East 2 DeepSeek v3.2](https://futureagi.com/llm-cost-calculator/bedrock/us-east-2-deepseek-v3-2/) - [East 2 Minimax Minimax M2.1](https://futureagi.com/llm-cost-calculator/bedrock/us-east-2-minimax-minimax-m2-1/) - [East 2 Minimax Minimax M2.5](https://futureagi.com/llm-cost-calculator/bedrock/us-east-2-minimax-minimax-m2-5/) - [East 2 Moonshotai Kimi K2 Thinking](https://futureagi.com/llm-cost-calculator/bedrock/us-east-2-moonshotai-kimi-k2-thinking/) - [East 2 Moonshotai Kimi K2.5](https://futureagi.com/llm-cost-calculator/bedrock/us-east-2-moonshotai-kimi-k2-5/) - [East 2 Qwen Qwen3 Coder Next](https://futureagi.com/llm-cost-calculator/bedrock/us-east-2-qwen-qwen3-coder-next/) - [Google Gemma 3.12B It](https://futureagi.com/llm-cost-calculator/bedrock/google-gemma-3-12b-it/) - [Google Gemma 3.27B It](https://futureagi.com/llm-cost-calculator/bedrock/google-gemma-3-27b-it/) - [Google Gemma 3.4B It](https://futureagi.com/llm-cost-calculator/bedrock/google-gemma-3-4b-it/) - [Gov Anthropic Claude Sonnet 4.5 20250929 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-anthropic-claude-sonnet-4-5-20250929-v1-0/) - [Gov East 1 Amazon Nova Pro v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-east-1-amazon-nova-pro-v1-0/) - [Gov East 1 Amazon Titan Embed Text v1](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-east-1-amazon-titan-embed-text-v1/) - [Gov East 1 Amazon Titan Embed Text v2.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-east-1-amazon-titan-embed-text-v2-0/) - [Gov East 1 Amazon Titan Text Express v1](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-east-1-amazon-titan-text-express-v1/) - [Gov East 1 Amazon Titan Text Lite v1](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-east-1-amazon-titan-text-lite-v1/) - [Gov East 1 Amazon Titan Text Premier v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-east-1-amazon-titan-text-premier-v1-0/) - [Gov East 1 Anthropic Claude 3 Haiku 20240307 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-east-1-anthropic-claude-3-haiku-20240307-v1-0/) - [Gov East 1 Anthropic Claude 3.5 Sonnet 20240620 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-east-1-anthropic-claude-3-5-sonnet-20240620-v1-0/) - [Gov East 1 Anthropic Claude Haiku 4.5 20251001 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-east-1-anthropic-claude-haiku-4-5-20251001-v1-0/) - [Gov East 1 Anthropic Claude Sonnet 4.5 20250929 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-east-1-anthropic-claude-sonnet-4-5-20250929-v1-0/) - [Gov East 1 Claude Sonnet 4.5 20250929 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-east-1-claude-sonnet-4-5-20250929-v1-0/) - [Gov East 1 Meta Llama3.70b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-east-1-meta-llama3-70b-instruct-v1-0/) - [Gov East 1 Meta Llama3.8b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-east-1-meta-llama3-8b-instruct-v1-0/) - [Gov West 1 Amazon Nova Pro v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-west-1-amazon-nova-pro-v1-0/) - [Gov West 1 Amazon Titan Embed Text v1](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-west-1-amazon-titan-embed-text-v1/) - [Gov West 1 Amazon Titan Embed Text v2.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-west-1-amazon-titan-embed-text-v2-0/) - [Gov West 1 Amazon Titan Text Express v1](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-west-1-amazon-titan-text-express-v1/) - [Gov West 1 Amazon Titan Text Lite v1](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-west-1-amazon-titan-text-lite-v1/) - [Gov West 1 Amazon Titan Text Premier v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-west-1-amazon-titan-text-premier-v1-0/) - [Gov West 1 Anthropic Claude 3 Haiku 20240307 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-west-1-anthropic-claude-3-haiku-20240307-v1-0/) - [Gov West 1 Anthropic Claude 3.5 Sonnet 20240620 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-west-1-anthropic-claude-3-5-sonnet-20240620-v1-0/) - [Gov West 1 Anthropic Claude 3.7 Sonnet 20250219 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-west-1-anthropic-claude-3-7-sonnet-20250219-v1-0/) - [Gov West 1 Anthropic Claude Haiku 4.5 20251001 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-west-1-anthropic-claude-haiku-4-5-20251001-v1-0/) - [Gov West 1 Anthropic Claude Sonnet 4.5 20250929 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-west-1-anthropic-claude-sonnet-4-5-20250929-v1-0/) - [Gov West 1 Claude Sonnet 4.5 20250929 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-west-1-claude-sonnet-4-5-20250929-v1-0/) - [Gov West 1 Meta Llama3.70b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-west-1-meta-llama3-70b-instruct-v1-0/) - [Gov West 1 Meta Llama3.8b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-gov-west-1-meta-llama3-8b-instruct-v1-0/) - [Invoke Anthropic Claude 3.5 Sonnet 20240620 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/invoke-anthropic-claude-3-5-sonnet-20240620-v1-0/) - [Jp Anthropic Claude Haiku 4.5 20251001 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/jp-anthropic-claude-haiku-4-5-20251001-v1-0/) - [Jp Anthropic Claude Opus 4.7](https://futureagi.com/llm-cost-calculator/bedrock/jp-anthropic-claude-opus-4-7/) - [Jp Anthropic Claude Opus 4.8](https://futureagi.com/llm-cost-calculator/bedrock/jp-anthropic-claude-opus-4-8/) - [Jp Anthropic Claude Opus 5](https://futureagi.com/llm-cost-calculator/bedrock/jp-anthropic-claude-opus-5/) - [Jp Anthropic Claude Sonnet 4.5 20250929 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/jp-anthropic-claude-sonnet-4-5-20250929-v1-0/) - [Jp Anthropic Claude Sonnet 4.6](https://futureagi.com/llm-cost-calculator/bedrock/jp-anthropic-claude-sonnet-4-6/) - [Jp Anthropic Claude Sonnet 5](https://futureagi.com/llm-cost-calculator/bedrock/jp-anthropic-claude-sonnet-5/) - [Max Steps Stability Stable Diffusion Xl v0](https://futureagi.com/llm-cost-calculator/bedrock/max-steps-stability-stable-diffusion-xl-v0/) - [Max Steps Stability Stable Diffusion Xl v1](https://futureagi.com/llm-cost-calculator/bedrock/max-steps-stability-stable-diffusion-xl-v1/) - [Meta Llama2.13b Chat v1](https://futureagi.com/llm-cost-calculator/bedrock/meta-llama2-13b-chat-v1/) - [Meta Llama2.70b Chat v1](https://futureagi.com/llm-cost-calculator/bedrock/meta-llama2-70b-chat-v1/) - [Meta Llama3.1 405B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/meta-llama3-1-405b-instruct-v1-0/) - [Meta Llama3.1 405B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-meta-llama3-1-405b-instruct-v1-0/) - [Meta Llama3.1 70B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/meta-llama3-1-70b-instruct-v1-0/) - [Meta Llama3.1 70B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-meta-llama3-1-70b-instruct-v1-0/) - [Meta Llama3.1 8B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-meta-llama3-1-8b-instruct-v1-0/) - [Meta Llama3.1 8B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/meta-llama3-1-8b-instruct-v1-0/) - [Meta Llama3.2 11B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-meta-llama3-2-11b-instruct-v1-0/) - [Meta Llama3.2 11B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/meta-llama3-2-11b-instruct-v1-0/) - [Meta Llama3.2 1B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-meta-llama3-2-1b-instruct-v1-0/) - [Meta Llama3.2 1B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-meta-llama3-2-1b-instruct-v1-0/) - [Meta Llama3.2 1B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/meta-llama3-2-1b-instruct-v1-0/) - [Meta Llama3.2 3B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/meta-llama3-2-3b-instruct-v1-0/) - [Meta Llama3.2 3B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-meta-llama3-2-3b-instruct-v1-0/) - [Meta Llama3.2 3B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-meta-llama3-2-3b-instruct-v1-0/) - [Meta Llama3.2 90B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/meta-llama3-2-90b-instruct-v1-0/) - [Meta Llama3.2 90B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-meta-llama3-2-90b-instruct-v1-0/) - [Meta Llama3.3 70B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/meta-llama3-3-70b-instruct-v1-0/) - [Meta Llama3.3 70B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-meta-llama3-3-70b-instruct-v1-0/) - [Meta Llama3.70b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/meta-llama3-70b-instruct-v1-0/) - [Meta Llama3.8b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/meta-llama3-8b-instruct-v1-0/) - [Meta Llama4 Maverick 17B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/meta-llama4-maverick-17b-instruct-v1-0/) - [Meta Llama4 Maverick 17B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-meta-llama4-maverick-17b-instruct-v1-0/) - [Meta Llama4 Scout 17B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-meta-llama4-scout-17b-instruct-v1-0/) - [Meta Llama4 Scout 17B Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/meta-llama4-scout-17b-instruct-v1-0/) - [Minimax Minimax M2](https://futureagi.com/llm-cost-calculator/bedrock/minimax-minimax-m2/) - [Minimax Minimax M2.1](https://futureagi.com/llm-cost-calculator/bedrock/minimax-minimax-m2-1/) - [Minimax Minimax M2.5](https://futureagi.com/llm-cost-calculator/bedrock/minimax-minimax-m2-5/) - [Mistral Devstral 2.123B](https://futureagi.com/llm-cost-calculator/bedrock/mistral-devstral-2-123b/) - [Mistral Magistral Small 2509](https://futureagi.com/llm-cost-calculator/bedrock/mistral-magistral-small-2509/) - [Mistral Ministral 3.14B Instruct](https://futureagi.com/llm-cost-calculator/bedrock/mistral-ministral-3-14b-instruct/) - [Mistral Ministral 3.3B Instruct](https://futureagi.com/llm-cost-calculator/bedrock/mistral-ministral-3-3b-instruct/) - [Mistral Ministral 3.8B Instruct](https://futureagi.com/llm-cost-calculator/bedrock/mistral-ministral-3-8b-instruct/) - [Mistral Mistral 7B Instruct v0.2](https://futureagi.com/llm-cost-calculator/bedrock/mistral-mistral-7b-instruct-v0-2/) - [Mistral Mistral Large 2402 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/mistral-mistral-large-2402-v1-0/) - [Mistral Mistral Large 2407 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/mistral-mistral-large-2407-v1-0/) - [Mistral Mistral Large 3.675B Instruct](https://futureagi.com/llm-cost-calculator/bedrock/mistral-mistral-large-3-675b-instruct/) - [Mistral Mistral Small 2402 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/mistral-mistral-small-2402-v1-0/) - [Mistral Mixtral 8×7B Instruct v0.1](https://futureagi.com/llm-cost-calculator/bedrock/mistral-mixtral-8x7b-instruct-v0-1/) - [Mistral Pixtral Large 2502 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-mistral-pixtral-large-2502-v1-0/) - [Mistral Pixtral Large 2502 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-mistral-pixtral-large-2502-v1-0/) - [Mistral Voxtral mini 3B 2507](https://futureagi.com/llm-cost-calculator/bedrock/mistral-voxtral-mini-3b-2507/) - [Mistral Voxtral Small 24B 2507](https://futureagi.com/llm-cost-calculator/bedrock/mistral-voxtral-small-24b-2507/) - [Moonshot Kimi K2 Thinking](https://futureagi.com/llm-cost-calculator/bedrock/moonshot-kimi-k2-thinking/) - [Moonshotai Kimi K2 Thinking](https://futureagi.com/llm-cost-calculator/bedrock/moonshotai-kimi-k2-thinking/) - [Moonshotai Kimi K2.5](https://futureagi.com/llm-cost-calculator/bedrock/moonshotai-kimi-k2-5/) - [North 1 DeepSeek v3.2](https://futureagi.com/llm-cost-calculator/bedrock/eu-north-1-deepseek-v3-2/) - [North 1 Minimax Minimax M2.1](https://futureagi.com/llm-cost-calculator/bedrock/eu-north-1-minimax-minimax-m2-1/) - [North 1 Minimax Minimax M2.5](https://futureagi.com/llm-cost-calculator/bedrock/eu-north-1-minimax-minimax-m2-5/) - [North 1 Moonshotai Kimi K2.5](https://futureagi.com/llm-cost-calculator/bedrock/eu-north-1-moonshotai-kimi-k2-5/) - [Northeast 1 Anthropic Claude Instant v1](https://futureagi.com/llm-cost-calculator/bedrock/ap-northeast-1-anthropic-claude-instant-v1/) - [Northeast 1 Anthropic Claude v1](https://futureagi.com/llm-cost-calculator/bedrock/ap-northeast-1-anthropic-claude-v1/) - [Northeast 1 Anthropic Claude v2.1](https://futureagi.com/llm-cost-calculator/bedrock/ap-northeast-1-anthropic-claude-v2-1/) - [Northeast 1 DeepSeek v3.2](https://futureagi.com/llm-cost-calculator/bedrock/ap-northeast-1-deepseek-v3-2/) - [Northeast 1 Minimax Minimax M2.1](https://futureagi.com/llm-cost-calculator/bedrock/ap-northeast-1-minimax-minimax-m2-1/) - [Northeast 1 Minimax Minimax M2.5](https://futureagi.com/llm-cost-calculator/bedrock/ap-northeast-1-minimax-minimax-m2-5/) - [Northeast 1 Moonshotai Kimi K2 Thinking](https://futureagi.com/llm-cost-calculator/bedrock/ap-northeast-1-moonshotai-kimi-k2-thinking/) - [Northeast 1 Moonshotai Kimi K2.5](https://futureagi.com/llm-cost-calculator/bedrock/ap-northeast-1-moonshotai-kimi-k2-5/) - [Northeast 1 Qwen Qwen3 Coder Next](https://futureagi.com/llm-cost-calculator/bedrock/ap-northeast-1-qwen-qwen3-coder-next/) - [Northeast 1.1 Month Commitment Anthropic Claude Instant v1](https://futureagi.com/llm-cost-calculator/bedrock/ap-northeast-1-1-month-commitment-anthropic-claude-instant-v1/) - [Northeast 1.1 Month Commitment Anthropic Claude v1](https://futureagi.com/llm-cost-calculator/bedrock/ap-northeast-1-1-month-commitment-anthropic-claude-v1/) - [Northeast 1.1 Month Commitment Anthropic Claude v2.1](https://futureagi.com/llm-cost-calculator/bedrock/ap-northeast-1-1-month-commitment-anthropic-claude-v2-1/) - [Northeast 1.6 Month Commitment Anthropic Claude Instant v1](https://futureagi.com/llm-cost-calculator/bedrock/ap-northeast-1-6-month-commitment-anthropic-claude-instant-v1/) - [Northeast 1.6 Month Commitment Anthropic Claude v1](https://futureagi.com/llm-cost-calculator/bedrock/ap-northeast-1-6-month-commitment-anthropic-claude-v1/) - [Northeast 1.6 Month Commitment Anthropic Claude v2.1](https://futureagi.com/llm-cost-calculator/bedrock/ap-northeast-1-6-month-commitment-anthropic-claude-v2-1/) - [Nvidia Nemotron nano 12B v2](https://futureagi.com/llm-cost-calculator/bedrock/nvidia-nemotron-nano-12b-v2/) - [Nvidia Nemotron nano 3.30B](https://futureagi.com/llm-cost-calculator/bedrock/nvidia-nemotron-nano-3-30b/) - [Nvidia Nemotron nano 9B v2](https://futureagi.com/llm-cost-calculator/bedrock/nvidia-nemotron-nano-9b-v2/) - [Nvidia Nemotron Super 3.120B](https://futureagi.com/llm-cost-calculator/bedrock/nvidia-nemotron-super-3-120b/) - [OpenAI GPT Oss 120B 1.0](https://futureagi.com/llm-cost-calculator/bedrock/openai-gpt-oss-120b-1-0/) - [OpenAI GPT Oss 20B 1.0](https://futureagi.com/llm-cost-calculator/bedrock/openai-gpt-oss-20b-1-0/) - [OpenAI GPT Oss Safeguard 120B](https://futureagi.com/llm-cost-calculator/bedrock/openai-gpt-oss-safeguard-120b/) - [OpenAI GPT Oss Safeguard 20B](https://futureagi.com/llm-cost-calculator/bedrock/openai-gpt-oss-safeguard-20b/) - [Qwen Qwen3 Coder 30B A3b v1.0](https://futureagi.com/llm-cost-calculator/bedrock/qwen-qwen3-coder-30b-a3b-v1-0/) - [Qwen Qwen3 Coder 480B A35b v1.0](https://futureagi.com/llm-cost-calculator/bedrock/qwen-qwen3-coder-480b-a35b-v1-0/) - [Qwen Qwen3 Coder Next](https://futureagi.com/llm-cost-calculator/bedrock/qwen-qwen3-coder-next/) - [Qwen Qwen3 Next 80B A3b](https://futureagi.com/llm-cost-calculator/bedrock/qwen-qwen3-next-80b-a3b/) - [Qwen Qwen3 VL 235B A22b](https://futureagi.com/llm-cost-calculator/bedrock/qwen-qwen3-vl-235b-a22b/) - [Qwen Qwen3.235b A22b 2507 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/qwen-qwen3-235b-a22b-2507-v1-0/) - [Qwen Qwen3.32b v1.0](https://futureagi.com/llm-cost-calculator/bedrock/qwen-qwen3-32b-v1-0/) - [South 1 DeepSeek v3.2](https://futureagi.com/llm-cost-calculator/bedrock/ap-south-1-deepseek-v3-2/) - [South 1 Meta Llama3.70b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/ap-south-1-meta-llama3-70b-instruct-v1-0/) - [South 1 Meta Llama3.8b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/ap-south-1-meta-llama3-8b-instruct-v1-0/) - [South 1 Minimax Minimax M2.1](https://futureagi.com/llm-cost-calculator/bedrock/ap-south-1-minimax-minimax-m2-1/) - [South 1 Minimax Minimax M2.1](https://futureagi.com/llm-cost-calculator/bedrock/eu-south-1-minimax-minimax-m2-1/) - [South 1 Minimax Minimax M2.5](https://futureagi.com/llm-cost-calculator/bedrock/ap-south-1-minimax-minimax-m2-5/) - [South 1 Minimax Minimax M2.5](https://futureagi.com/llm-cost-calculator/bedrock/eu-south-1-minimax-minimax-m2-5/) - [South 1 Moonshotai Kimi K2 Thinking](https://futureagi.com/llm-cost-calculator/bedrock/ap-south-1-moonshotai-kimi-k2-thinking/) - [South 1 Moonshotai Kimi K2.5](https://futureagi.com/llm-cost-calculator/bedrock/ap-south-1-moonshotai-kimi-k2-5/) - [South 1 Qwen Qwen3 Coder Next](https://futureagi.com/llm-cost-calculator/bedrock/eu-south-1-qwen-qwen3-coder-next/) - [South 1 Qwen Qwen3 Coder Next](https://futureagi.com/llm-cost-calculator/bedrock/ap-south-1-qwen-qwen3-coder-next/) - [Southeast 2 Minimax Minimax M2.5](https://futureagi.com/llm-cost-calculator/bedrock/ap-southeast-2-minimax-minimax-m2-5/) - [Southeast 3 DeepSeek v3.2](https://futureagi.com/llm-cost-calculator/bedrock/ap-southeast-3-deepseek-v3-2/) - [Southeast 3 Minimax Minimax M2.1](https://futureagi.com/llm-cost-calculator/bedrock/ap-southeast-3-minimax-minimax-m2-1/) - [Southeast 3 Minimax Minimax M2.5](https://futureagi.com/llm-cost-calculator/bedrock/ap-southeast-3-minimax-minimax-m2-5/) - [Southeast 3 Moonshotai Kimi K2.5](https://futureagi.com/llm-cost-calculator/bedrock/ap-southeast-3-moonshotai-kimi-k2-5/) - [Southeast 3 Qwen Qwen3 Coder Next](https://futureagi.com/llm-cost-calculator/bedrock/ap-southeast-3-qwen-qwen3-coder-next/) - [Stability Sd3 Large v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-sd3-large-v1-0/) - [Stability Sd3.5 Large v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-sd3-5-large-v1-0/) - [Stability Stable Conservative Upscale v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-conservative-upscale-v1-0/) - [Stability Stable Creative Upscale v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-creative-upscale-v1-0/) - [Stability Stable Fast Upscale v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-fast-upscale-v1-0/) - [Stability Stable Image Control Sketch v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-image-control-sketch-v1-0/) - [Stability Stable Image Control Structure v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-image-control-structure-v1-0/) - [Stability Stable Image Core v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-image-core-v1-0/) - [Stability Stable Image Core v1.1](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-image-core-v1-1/) - [Stability Stable Image Erase Object v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-image-erase-object-v1-0/) - [Stability Stable Image Inpaint v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-image-inpaint-v1-0/) - [Stability Stable Image Remove Background v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-image-remove-background-v1-0/) - [Stability Stable Image Search Recolor v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-image-search-recolor-v1-0/) - [Stability Stable Image Search Replace v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-image-search-replace-v1-0/) - [Stability Stable Image Style Guide v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-image-style-guide-v1-0/) - [Stability Stable Image Ultra v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-image-ultra-v1-0/) - [Stability Stable Image Ultra v1.1](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-image-ultra-v1-1/) - [Stability Stable Outpaint v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-outpaint-v1-0/) - [Stability Stable Style Transfer v1.0](https://futureagi.com/llm-cost-calculator/bedrock/stability-stable-style-transfer-v1-0/) - [Twelvelabs Marengo Embed 2.7 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-twelvelabs-marengo-embed-2-7-v1-0/) - [Twelvelabs Marengo Embed 2.7 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-twelvelabs-marengo-embed-2-7-v1-0/) - [Twelvelabs Marengo Embed 2.7 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/twelvelabs-marengo-embed-2-7-v1-0/) - [Twelvelabs Pegasus 1.2 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-twelvelabs-pegasus-1-2-v1-0/) - [Twelvelabs Pegasus 1.2 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/twelvelabs-pegasus-1-2-v1-0/) - [Twelvelabs Pegasus 1.2 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-twelvelabs-pegasus-1-2-v1-0/) - [West 1 Meta Llama3.70b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-west-1-meta-llama3-70b-instruct-v1-0/) - [West 1 Meta Llama3.70b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-west-1-meta-llama3-70b-instruct-v1-0/) - [West 1 Meta Llama3.8b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-west-1-meta-llama3-8b-instruct-v1-0/) - [West 1 Meta Llama3.8b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-west-1-meta-llama3-8b-instruct-v1-0/) - [West 1 Minimax Minimax M2.1](https://futureagi.com/llm-cost-calculator/bedrock/eu-west-1-minimax-minimax-m2-1/) - [West 1 Minimax Minimax M2.5](https://futureagi.com/llm-cost-calculator/bedrock/eu-west-1-minimax-minimax-m2-5/) - [West 1 Qwen Qwen3 Coder Next](https://futureagi.com/llm-cost-calculator/bedrock/eu-west-1-qwen-qwen3-coder-next/) - [West 2 Anthropic Claude Instant v1](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-anthropic-claude-instant-v1/) - [West 2 Anthropic Claude v1](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-anthropic-claude-v1/) - [West 2 Anthropic Claude v2.1](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-anthropic-claude-v2-1/) - [West 2 DeepSeek v3.2](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-deepseek-v3-2/) - [West 2 Meta Llama3.70b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-west-2-meta-llama3-70b-instruct-v1-0/) - [West 2 Meta Llama3.8b Instruct v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-west-2-meta-llama3-8b-instruct-v1-0/) - [West 2 Minimax Minimax M2.1](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-minimax-minimax-m2-1/) - [West 2 Minimax Minimax M2.1](https://futureagi.com/llm-cost-calculator/bedrock/eu-west-2-minimax-minimax-m2-1/) - [West 2 Minimax Minimax M2.5](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-minimax-minimax-m2-5/) - [West 2 Minimax Minimax M2.5](https://futureagi.com/llm-cost-calculator/bedrock/eu-west-2-minimax-minimax-m2-5/) - [West 2 Mistral Mistral 7B Instruct v0.2](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-mistral-mistral-7b-instruct-v0-2/) - [West 2 Mistral Mistral Large 2402 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-mistral-mistral-large-2402-v1-0/) - [West 2 Mistral Mixtral 8×7B Instruct v0.1](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-mistral-mixtral-8x7b-instruct-v0-1/) - [West 2 Moonshotai Kimi K2 Thinking](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-moonshotai-kimi-k2-thinking/) - [West 2 Moonshotai Kimi K2.5](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-moonshotai-kimi-k2-5/) - [West 2 Qwen Qwen3 Coder Next](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-qwen-qwen3-coder-next/) - [West 2 Qwen Qwen3 Coder Next](https://futureagi.com/llm-cost-calculator/bedrock/eu-west-2-qwen-qwen3-coder-next/) - [West 2 Zai Glm 5](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-zai-glm-5/) - [West 2.1 Month Commitment Anthropic Claude Instant v1](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-1-month-commitment-anthropic-claude-instant-v1/) - [West 2.1 Month Commitment Anthropic Claude v1](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-1-month-commitment-anthropic-claude-v1/) - [West 2.1 Month Commitment Anthropic Claude v2.1](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-1-month-commitment-anthropic-claude-v2-1/) - [West 2.6 Month Commitment Anthropic Claude Instant v1](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-6-month-commitment-anthropic-claude-instant-v1/) - [West 2.6 Month Commitment Anthropic Claude v1](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-6-month-commitment-anthropic-claude-v1/) - [West 2.6 Month Commitment Anthropic Claude v2.1](https://futureagi.com/llm-cost-calculator/bedrock/us-west-2-6-month-commitment-anthropic-claude-v2-1/) - [West 3 Mistral Mistral 7B Instruct v0.2](https://futureagi.com/llm-cost-calculator/bedrock/eu-west-3-mistral-mistral-7b-instruct-v0-2/) - [West 3 Mistral Mistral Large 2402 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/eu-west-3-mistral-mistral-large-2402-v1-0/) - [West 3 Mistral Mixtral 8×7B Instruct v0.1](https://futureagi.com/llm-cost-calculator/bedrock/eu-west-3-mistral-mixtral-8x7b-instruct-v0-1/) - [Writer Palmyra X4 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/writer-palmyra-x4-v1-0/) - [Writer Palmyra X4 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-writer-palmyra-x4-v1-0/) - [Writer Palmyra X5 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/writer-palmyra-x5-v1-0/) - [Writer Palmyra X5 v1.0](https://futureagi.com/llm-cost-calculator/bedrock/us-writer-palmyra-x5-v1-0/) - [Zai Glm 4.7](https://futureagi.com/llm-cost-calculator/bedrock/zai-glm-4-7/) - [Zai Glm 4.7 Flash](https://futureagi.com/llm-cost-calculator/bedrock/zai-glm-4-7-flash/) - [Zai Glm 5](https://futureagi.com/llm-cost-calculator/bedrock/zai-glm-5/)
Fireworks AI · 294 models · provider index - [Accounts Fireworks Models](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models/) - [Accounts Fireworks Models Chronos Hermes 13B v2](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-chronos-hermes-13b-v2/) - [Accounts Fireworks Models Code Llama 13B](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-code-llama-13b/) - [Accounts Fireworks Models Code Llama 13B Instruct](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-code-llama-13b-instruct/) - [Accounts Fireworks Models Code Llama 13B Python](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-code-llama-13b-python/) - [Accounts Fireworks Models Code Llama 34B](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-code-llama-34b/) - [Accounts Fireworks Models Code Llama 34B Instruct](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-code-llama-34b-instruct/) - [Accounts Fireworks Models Code Llama 34B Python](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-code-llama-34b-python/) - [Accounts Fireworks Models Code Llama 70B](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-code-llama-70b/) - [Accounts Fireworks Models Code Llama 70B Instruct](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-code-llama-70b-instruct/) - [Accounts Fireworks Models Code Llama 70B Python](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-code-llama-70b-python/) - [Accounts Fireworks Models Code Llama 7B](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-code-llama-7b/) - [Accounts Fireworks Models Code Llama 7B Instruct](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-code-llama-7b-instruct/) - [Accounts Fireworks Models Code Llama 7B Python](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-code-llama-7b-python/) - [Accounts Fireworks Models Code Qwen 1p5.7b](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-code-qwen-1p5-7b/) - [Accounts Fireworks Models Codegemma 2B](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-codegemma-2b/) - [Accounts Fireworks Models Codegemma 7B](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-codegemma-7b/) - [Accounts Fireworks Models Cogito 671B V2 P1](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-cogito-671b-v2-p1/) - [Accounts Fireworks Models Cogito V1 preview Llama 3B](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-cogito-v1-preview-llama-3b/) - [Accounts Fireworks Models Cogito V1 preview Llama 70B](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-cogito-v1-preview-llama-70b/) - [Accounts Fireworks Models Cogito V1 preview Llama 8B](https://futureagi.com/llm-cost-calculator/fireworks-ai/accounts-fireworks-models-cogito-v1-preview-llama-8b/) - 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