# AMAP-ML/LoopArena

<https://repo.masters-masters.com/en/repos/AMAP-ML/LoopArena>

[Home](https://repo.masters-masters.com/en) › [AMAP-ML](https://repo.masters-masters.com/en/owners/AMAP-ML) › [LoopArena](https://repo.masters-masters.com/en/repos/AMAP-ML/LoopArena)

AMAP-ML/LoopArena has 153 stars on GitHub. Its RepoMasters card: Prototype tier. Benchmarking models as runtime Controllers for Loop Engineering

| Field | Value |
| --- | --- |
| Owner | [AMAP-ML](https://repo.masters-masters.com/en/owners/AMAP-ML) |
| Stars | 153 |
| Forks | 9 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | Apache-2.0 |
| Created | 2026 |
| Topics | benchmark, coding-agents, evaluation, llm, loop-engineering, software-engineering |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [AMAP-ML/LoopArena](https://github.com/AMAP-ML/LoopArena) |

## Repository

Benchmarking models as runtime Controllers for Loop Engineering

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.