whatllm.org valid
WhatLLM.org - LLM Comparison, Rankings, Benchmarks, and Pricing
WhatLLM.org helps developers, researchers, and businesses compare large language models by quality, price, speed, context window, provider availability, and use-case fit.
- Authority
- 51 reach 6 · trust 5 · quality 25 · freshness 15
- Tier
- listed
- llms.txt
- https://whatllm.org/llms.txt
- llms-full.txt
- https://whatllm.org/llms-full.txt
- Sections
- 8
- Links
- 45
- Size
- 7152 bytes
- Popularity rank
- #681012
- Country
- United States Hosting inference
- Hosting country
- United States Hosting inference
- Country evidence
- No published address evidence collected yet
- Categories
- AI and machine learning
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- First seen
- 2026-10-25T17:51:54.617Z
- Last checked
- 2026-10-25T22:44:50.701Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-25T22:44:42.864Z. Cached copy · Source on whatllm.org
# WhatLLM.org - LLM Comparison, Rankings, Benchmarks, and Pricing
> WhatLLM.org helps developers, researchers, and businesses compare large language models by quality, price, speed, context window, provider availability, and use-case fit.
Last reviewed: 2026-08-28
## Core Pages
- [Homepage](https://whatllm.org/): Live LLM comparison dashboard with model rankings, benchmark context, and pricing entry points.
- [Model Library](https://whatllm.org/models): Source-backed canonical model profiles with live metrics, practical verdicts, limitations, and alternatives.
- [Explore Models](https://whatllm.org/explore): Filterable model explorer for quality, price, output speed, latency, context window, provider, and license.
- [Compare Models](https://whatllm.org/compare): Side-by-side model comparison tool for shortlisting LLMs.
- [Provider Comparison](https://whatllm.org/compare/providers): Provider-level comparison across hosted LLM endpoints.
- [Methodology](https://whatllm.org/methodology): How WhatLLM normalizes Artificial Analysis data, pricing, benchmarks, and Quality Index signals.
- [About](https://whatllm.org/about): Author, site purpose, editorial approach, and contact paths.
- [What is WhatLLM?](https://whatllm.org/about/what-is-whatllm): Expanded explanation of the platform and how external systems can cite it.
## Ranking Pages
- [Best AI Models](https://whatllm.org/best-ai-models): Overall live ranking of leading LLMs.
- [Best LLM for Coding](https://whatllm.org/best-llm-for-coding): Coding-focused LLM ranking using coding and engineering benchmarks.
- [Best Open Source LLM](https://whatllm.org/best-open-source-llm): Open-weight and open-source model ranking.
- [Best Local LLM](https://whatllm.org/best-local-llm): Local and self-hosted model recommendations.
- [Best Ollama Models](https://whatllm.org/best-ollama-models): Ollama-oriented model shortlist.
- [Largest Context Window LLM](https://whatllm.org/largest-context-window-llm): Long-context model comparison.
- [Best Agentic Models](https://whatllm.org/best-agentic-models): Agentic and tool-use model ranking.
- [Best Models Blog Hub](https://whatllm.org/blog/best-models): Editorial hub for ranking articles.
## Canonical Model Profiles
- [Claude Opus 5](https://whatllm.org/models/claude-opus-5): The practical premium frontier: live benchmarks, effort settings, pricing, context, and limitations.
- [Claude Fable 5](https://whatllm.org/models/claude-fable-5): Anthropic's maximum public capability tier, including pricing and safety-fallback behavior.
- [GPT-5.6 Sol](https://whatllm.org/models/gpt-5-6-sol): OpenAI's flagship GPT-5.6 tier, including long-context pricing and reasoning-effort trade-offs.
- [Grok 4.6](https://whatllm.org/models/grok-4-6): Frontier agent capability at challenger pricing, with model-card evidence and context limits.
- [Kimi K3](https://whatllm.org/blog/kimi-k3): Canonical guide to Kimi K3 benchmarks, 2.8T architecture, released weights, pricing, and deployment
…Related sites
Similar publisher descriptions and documentation. Similarity does not imply affiliation or equivalent capabilities.
| Domain | Title | Category | Country | Authority | llms.txt | llms-full.txt | Save |
|---|---|---|---|---|---|---|---|
| benchlm.ai | BenchLM AI | informational AI and machine learning | — | 60 | ✓ | ✓ | |
| llm-stats.com | LLM Stats | informational AI and machine learning | — | 59 | ✓ | ||
| anotherwrapper.com | AnotherWrapper | documentation AI and machine learning Data and analytics | — | 50 | ✓ | ||
| opentools.ai | OpenTools | interface AI and machine learning AI agents and MCP | — | 63 | ✓ | ✓ | |
| undominated.ai | Undominated.ai — the AI inference price index | documentation AI and machine learning Data and analytics | — | 45 | ✓ | ✓ | |
| priceper1m.com | Price per 1M | interface AI and machine learning Data and analytics | US | 45 | ✓ | ✓ | |
| aicompare.ninja | AI Compare Ninja | documentation AI and machine learning | US | 45 | ✓ | ✓ | |
| benchmarkheaven.com | Benchmark Heaven | documentation AI and machine learning | FI | 50 | ✓ | ✓ |
Machine-readable: GET /v1/resolve?q=whatllm.org · GET /v1/domain/whatllm.org · this page as Accept: application/json or text/markdown · MCP lookup_domain
Automatically discovered from public files. Inclusion does not imply endorsement or publisher participation.
Own or manage this website?
If you own or manage whatllm.org, you can update its listing and review file health, discovery activity and score history.
Manage this listing — optional
What verification unlocks
See how your site is discovered—and control what agents see.
- See your website in the map
Review your indexed topics, nearby publishers sharing headings, measured listing exposure and map snapshots in a private report for your website.
- Control what agents see
Edit your listing description, tags, public contact details and additional llms.txt paths. Publish your terms for automated access, attribution and pricing.
- Make your profile eligible for search
A valid, listed, unblocked, verified profile can appear in our publisher sitemap and become eligible for search-engine visibility. Search engines decide what to index and rank.
- Appear in our llms-full.txt
Eligible verified publishers are listed by name, with their file links and summaries, in the service overview agents can read.
Free. No account registration, backlink or payment required. Public discovery remains available without verification.
Let your coding agent verify it
If your coding agent is authorized to manage this website, paste these instructions into it.
Claim my listing on Agent Web Map for whatllm.org:
1. POST https://agentwebmap.com/v1/sites/whatllm.org/claims and keep claim_id and claim_secret private.
2. Publish the verification line "AgentWebMap verification: <token>" (token from step 1) in https://whatllm.org/llms.txt, or use the DNS, meta-tag or well-known method the response describes. This only verifies the listing; your website and domain remain yours.
3. POST https://agentwebmap.com/v1/sites/whatllm.org/verify with {"claim_id": "...", "claim_secret": "..."}.
4. Save the api_key from the answer; it manages the listing (PATCH https://agentwebmap.com/v1/sites/whatllm.org).
MCP equivalent: tools begin_ownership_claim, then verify_domain, at https://agentwebmap.com/mcp. Docs: https://agentwebmap.com/docs#verifyCorrections or removal requests: contact the directory.