articleX10 Jul 2026
Good Benchmarks
Benchmarks are where SOTA has to earn its name. This post is about designing good tasks.
Ivan Bercovich@neversupervised
x.com
Terminal-Bench
A benchmark for LLMs on complicated tasks in the terminal
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AACR-Bench
An Alibaba open-source multi-language benchmark for evaluating LLMs in repository-level automatic code review, featuring an AI-assisted and expert-verified dataset.
BenchLocal
Test LLMs on real tasks. Compare models side-by-side.
Braintrust
Ship quality agents at scale. Braintrust is the AI observability platform for tracing production, running evals, and catching regressions before they reach users.