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Y Combinator Summer 2025 · llm-stats.com

Does AI recommend
LLM Stats?

Independent AI evaluations lab

Not recommended
Checked with Gemini 3.8 Flash + Google Search · Nov 5, 2026
A buyer asksWhat are the best independent AI model evaluation platforms?
LLM Stats
AskingAI answer engine
Arena (formerly LMSYS Chatbot Arena)
Artificial Analysis
LiveBench
Stanford HELM (Holistic Evaluation of Language Models)
Scale AI SEAL Leaderboards
Hugging Face Open LLM Leaderboard
+2 more
Not named AI picked 8 others instead
Where AI looked

The pages AI read to answer

AI read these pages before it answered and built its recommendations from them, so pages like these are the ones worth getting onto.

  • llm-explorer.com/static/llm-leaderboards/Open
  • unifyllm.com/blog/authoritative-llm-leaderboards-2026/Open
  • laminar.sh/article/best-ai-agent-evaluation-platformsOpen
  • atlan.com/know/ai-agent/ai-agent-evals/best-ai-agent-evaluation-platforms/Open
  • huggingface.co/spaces/ArtificialAnalysis/LLM-Performance-LeaderboardOpen
  • vellum.ai/llm-leaderboardOpen
  • reddit.com/r/LLMDevs/comments/1uw388i/top_ai_evaluation_platforms_in_depth_comparison/Open
  • vals.ai/homeOpen
  • aimagazine.com/top10/top-10-ai-benchmarking-toolsOpen
  • splunk.com/en_us/blog/learn/best-ai-evaluation-platforms.htmlOpen
What AI searched

The Google searches AI ran

best independent AI model evaluation platforms benchmarksindependent LLM evaluation platforms leaderboards
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