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MatterAI Documentation | Inference & AI Code Reviews

Ultra-fast inference for open-source and third-party models, plus agentic AI code reviews for every pull request.

For agents: Ultra-fast inference API for open-source and third-party LLMs (DeepSeek, GLM, Gemini) plus agentic AI code review for pull requests; docs and quick start.

llm inference api open-source models ai code review deepseek pull request review glm

Authority: 45 reach 0 · trust 5 · quality 25 · freshness 15
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llms.txt: https://docs.matterai.so/llms.txt
llms-full.txt: https://docs.matterai.so/llms-full.txt
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Links: 165
Size: 37305 bytes
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Categories: AI and machine learning · APIs and SDKs · Developer tools
For agents: Interface: a documented API or declared MCP endpoint an agent can call
Inferred actions: Read documentation Call an API About these labels
Audience: developers · agents can: read docs, call api · en
First seen: 2026-10-24T21:20:41.005Z
Last checked: 2026-10-24T21:20:44.514Z
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# MatterAI Documentation | Inference & AI Code Reviews

> Ultra-fast inference for open-source and third-party models, plus agentic AI code reviews for every pull request.

- [Intro to MatterAI](https://docs.matterai.so/introduction.md): MatterAI provides ultra-fast inference for open-source and third-party models, plus agentic AI code reviews for every pull request.
- [Quick Start](https://docs.matterai.so/quick-start.md): Quick Start Guide for MatterAI Inference API
- [Inference API Overview](https://docs.matterai.so/axon-overview.md): Ultra-fast inference for open-source and third-party models including DeepSeek V4.1 Flash, GLM 5.3, GLM 5.3 Flash, and Gemini 3.8 Flash with up to 1M context windows.
- [DeepSeek V4.1 Flash](https://docs.matterai.so/models/deepseek-v4-1-flash.md): DeepSeek V4.1 Flash API - fast, cost-efficient model with 1M context window, vision support, and strong coding performance. Available on MatterAI.
- [GLM 5.3](https://docs.matterai.so/models/glm-5-3.md): GLM 5.3 API - Z.ai's frontier open model for complex coding tasks and long-running agents, with 1M context window. Available on MatterAI.
- [GLM 5.3 Flash](https://docs.matterai.so/models/glm-5-3-flash.md): GLM 5.3 Flash API - fast, low-cost open model for everyday coding tasks with a 1M context window. Available on MatterAI.
- [Gemini 3.8 Flash](https://docs.matterai.so/models/gemini-3-8-flash.md): Gemini 3.8 Flash API - Google's fast, low-cost model for everyday coding tasks with a 1M context window. Available on MatterAI.
- [System One: Decision Models](https://docs.matterai.so/system-one.md): Structured decision models for fast, deterministic classification — intent, routing, sentiment, priority, and policy decisions.
- [Model Pricing](https://docs.matterai.so/axon-ai/pricing.md): Pricing for MatterAI inference API models
- [API Keys](https://docs.matterai.so/axon-ai/api-keys.md): Manage API keys for your MatterAI account
- [Rate Limits](https://docs.matterai.so/axon-ai/rate-limits.md): Understand MatterAI's rate limiting policies and tier-based quotas
- [Prompt Caching](https://docs.matterai.so/axon-ai/prompt-caching.md): Learn how prompt caching works with MatterAI models to optimize token usage and reduce costs
- [Github AI Code Reviews](https://docs.matterai.so/quickstart-ai-code-review-agent.md): Installation Guide for AI Code Review Github App
- [GitLab AI Code Reviews](https://docs.matterai.so/quickstart-ai-code-review-gitlab.md): Install MatterAI on GitLab for AI Code Reviews and more
- [Bitbucket AI Code Reviews](https://docs.matterai.so/quickstart-ai-code-review-atlassian-bitbucket.md): Install MatterAI on Bitbucket for AI Code Reviews and more
- [Azure DevOps AI Code Reviews](https://docs.matterai.so/quickstart-ai-code-review-azure-devops.md): Install MatterAI on Azure DevOps for AI Code Reviews and more
- [AI Code Reviews Pricing](https://docs.matterai.so/ai-code-reviews/pricing.md): Simple, Transparent Pricing for AI Code Reviews
- [Advanced Reviews](ht
…

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