Python · Apache-2.0
AMAP-ML/LoopArena
Benchmarking models as runtime Controllers for Loop Engineering
★ 150
Stars
9 forks · 2 open issues
—
Growth · stale
We stopped seeing this repository in its topic's top results, so its star count is frozen at the date it was last read. Subtracting from a frozen number would read as zero growth, which would be false, so no rate is shown.
19.5
Momentum / 100
see the breakdown below
2mo ago
Created
last push 25d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | — — no measurable rate |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 13.2 | last push 25d ago; decays to zero at 180 days |
| Scale | 15 | 6.3 | 150 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 19.5 | capped at 35 because growth is unmeasured |
Detail
| Topics | benchmarkcoding-agentsevaluationllmloop-engineeringsoftware-engineering |
| Matched on | LLM & Inference (llm) |
| Short window | no snapshot 5–10 days old yet |
| Long window | +0 stars over 25 days = 0.0/day |
| Lifetime average | 2.26 stars/day over 66 days |
| First seen here | 2026-10-11 |
| Last read | 25d ago |