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Browse subtopics: Model Evaluation

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Arize Phoenix

Arize Phoenix is an open-source AI observability and evaluation platform developed by Arize AI for tracing, evaluating, and debugging large language model (LLM) and agent applications.

Developer ToolsMLOps

DesignArena

DesignArena (also written Design Arena) is a crowdsourced benchmark and consumer creation platform for AI-generated design, built by the San Francisco startup Intelligence.

AI BenchmarksModel Evaluation

Epoch AI

Epoch AI is a nonprofit research organization, founded in 2022 and directed by Jaime Sevilla, that studies the trajectory of artificial intelligence through quantitative analysis of compute, data, algorithms…

Model Evaluation

Helicone

Helicone is an open-source LLM observability platform and AI gateway founded in 2023 by Justin Torre, Cole Gottdank, Barak Oshri, and Scott Nguyen.

Developer ToolsMLOps

LMArena

LMArena is a crowdsourced artificial intelligence evaluation platform and company that ranks large language models by having anonymous users vote on which of two blind, side-by-side model responses they prefer

AI BenchmarksModel Evaluation

LangSmith

LangSmith is a commercial observability, evaluation, and deployment platform for large language model (LLM) applications and AI agents, developed and operated by LangChain Inc. It provides developers and…

AI InfrastructureDeveloper Tools

Langfuse

Langfuse is an open-source LLM engineering platform that provides observability, tracing, prompt management, evaluation, and dataset tooling for applications built on large language models.

Developer ToolsMLOps

Scale SEAL Leaderboards

The SEAL Leaderboards are a set of expert-curated, contamination-resistant evaluation leaderboards for frontier large language models, produced by the Safety, Evaluations and Alignment Lab (SEAL) at Scale AI.

Model Evaluation

Stanford HAI AI Index Report

The AI Index Report is an annual, independent, data-driven publication that tracks, distills, and visualizes trends in artificial intelligence across research and development, technical performance, the…

Model Evaluation

The Leaderboard Illusion

The Leaderboard Illusion is a 2025 research paper, led by Cohere and Cohere Labs with academic collaborators, that argues the most influential public ranking of large language models, Chatbot Arena

Model Evaluation

Vals AI

Vals AI is an independent, third-party AI model evaluation company based in San Francisco that builds and publishes domain-specific benchmarks measuring how well large language models perform on real…

Model Evaluation