A comprehensive framework for benchmarking single and multi-agent systems across a wide range of tasks—evaluating performance, accuracy, and efficiency with built-in visualization and tool integration.
active 2025-06-22 → 2026-06-03 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 347 days from 2025-06-22 to 2026-06-03. Pushes: 64 total, peak 14 in a day. Pull requests: 45 total, peak 7 in a day. Issues: 21 total, peak 5 in a day. Comments: 10 total, peak 7 in a day. Stars: 19 total, peak 8 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| SHAO-Jiaqi757 | 73 | 13 | 16 | 7 |
| RuishanFang | 27 | 12 | 5 | 1 |
| fuzi233 | 17 | 3 | 12 | 0 |
| github-actions[bot] | 17 | 17 | 0 | 0 |
| IcyFish332 | 9 | 8 | 0 | 1 |
| coxine | 2 | 1 | 1 | 0 |
| ZZT711 | 2 | 0 | 2 | 0 |
| zhhhhhhhy | 2 | 0 | 2 | 0 |
| Jeff470sql | 1 | 0 | 1 | 0 |
Recent activity
Latest issues, pull requests and releases
- Pull request#60fuzi2332025-11-10 09:10
- Pull request#59coxine2025-08-18 02:41
- Pull request#52SHAO-Jiaqi7572025-08-07 08:01
- Pull request#56SHAO-Jiaqi7572025-08-06 12:47
- Pull request#57RuishanFang2025-08-01 08:30
- Pull request#57zhhhhhhhy2025-08-01 08:24
- Pull request#56fuzi2332025-08-01 05:41
- Pull request#54SHAO-Jiaqi7572025-07-29 14:31
- Pull request#53RuishanFang2025-07-28 09:17
- Pull request#52fuzi2332025-07-26 08:30
- Pull request#48SHAO-Jiaqi7572025-07-25 12:24
- Issue#46SHAO-Jiaqi7572025-07-25 11:59Aflow optimizer problem
- Pull request#50SHAO-Jiaqi7572025-07-25 11:59
- Issue comment#51fuzi2332025-07-25 06:39Cleaned up codebase, added tested origin versions of llm_debate, jarvis(hunggingGPT), ChatDev
- Pull request#51fuzi2332025-07-25 06:38
- Pull request#50RuishanFang2025-07-25 02:27
- Pull request#49fuzi2332025-07-24 09:03
- Pull request#47fuzi2332025-07-24 08:48
- Issue#46SHAO-Jiaqi7572025-07-24 07:17Aflow optimizer problem
- Issue#41SHAO-Jiaqi7572025-07-24 07:12Enable AFlow Optimization for mbpp_evaluator
- Issue#15RuishanFang2025-07-23 02:15Benchmark Comparison: EvoAgent in MASArena vs Original Implementation
- Pull request#45coxine2025-07-23 02:09
- Issue#43RuishanFang2025-07-23 01:30Compare Performance of MAS(chatEval, agentverse, camel, autogen) in MasArena with Official Implementations on Benchmarks
- Pull request#39SHAO-Jiaqi7572025-07-19 06:29
- Pull request#38SHAO-Jiaqi7572025-07-16 10:30
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 19 stars here means stars gained during the window, not the repo's star count.