WEAVE-Bench (Cline) - Graph Credit: leaderboard

WEAVE-Bench dependency-structured multi-PR repository tasks; Cline agent scaffold, shell and file-edit tools, at most 200 interaction turns, 2-hour task and 30-minute test-suite timeouts, provider-default context window and temperature. Graph Credit: dependency-conditioned partial score, crediting a node's fail-to-pass tests only when its prerequisite nodes are satisfied. Model labels as printed; checkpoint dates and reasoning settings are not disclosed. Metric: Graph Credit (%). Higher is better. Source: https://arxiv.org/html/2610.22039v1

Metric: Graph Credit (%). Source: arxiv.org. Saturation forecast: Around January 2027. 8 models tracked.

Top models

#ModelScoreOverall rank
1Kimi K2.657.2#105
2Claude Opus 4.750.8#50
3Claude Opus 4.647.6#62
4GLM-5.244.1#71
5DeepSeek V4 Flash41.3#134
6Kimi K2.516.8#143
7GLM-5.111.6#94

No result here: #4 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=weave-bench-cline-graph-credit · How It Works · Data refreshed daily, snapshot 2026-10-18.