SGI-Bench by InternScience

A unified evaluation toolkit and leaderboard for rigorously assessing the scientific intelligence of large language and vision–language models across the full research workflow. Maintained by InternScience on GitHub, where it has earned 85 stars from the community.

Local-first CLI for benchmarking LLMs on real hardware — quality, speed, reliability, and a real multi-turn agent loop. Maintained by outsourc-e on GitHub, where it has earned 44 stars from the community.

A High-Efficiency System of Large Language Model Based Search Agents. Maintained by tiannuo-yang on GitHub, where it has earned 79 stars from the community.