Which is more popular, AgentBench or OpenAI Evals?

OpenAI Evals has more GitHub stars (19,548 vs 3,759).

Which is more actively developed, AgentBench or OpenAI Evals?

AgentBench had more commits in the last 90 days (0 vs 0).

Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.

Side-by-side comparison of two AI agent tools

AgentBench has had no commit in 7 months; OpenAI Evals is actively maintained.
OpenAI Evals is growing faster: +230 GitHub stars in the last 30 days vs +76 for AgentBench.
Pick AgentBench for: a Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24). Pick OpenAI Evals for: evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

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AgentBenchopen-source

A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

+Comprehensive evaluation across five diverse task domains with standardized metrics and reproducible containerized environments
+Function-calling integration with AgentRL framework enables end-to-end agent training and sophisticated multiturn interactions
+Active research community with public leaderboard, Slack workspace, and ongoing collaboration for benchmark improvements

-Complex setup requiring multiple Docker images and external data dependencies like Freebase database
-Primarily research-focused with limited documentation for production deployment scenarios
-Resource-intensive containerized environment may require significant computational resources for full evaluation

•Research teams evaluating and comparing different LLM agent architectures across standardized benchmark tasks
•AI companies developing autonomous agents who need systematic performance assessment before deployment
•Academic institutions studying agent capabilities in interactive environments, databases, and web-based scenarios

Which is more popular, AgentBench or OpenAI Evals?: OpenAI Evals has more GitHub stars (19,548 vs 3,759).
Which is more actively developed, AgentBench or OpenAI Evals?: AgentBench had more commits in the last 90 days (0 vs 0).
Should I use AgentBench or OpenAI Evals?: Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.