WeaveBench - DevOps: leaderboard

Metric: PassRate (%) on the DevOps domain tasks of 114 long-horizon real-world computer-use tasks that need GUI, CLI, code and API tools together, each model run as the backbone of a fixed OpenClaw agent runtime with the full hybrid tool pool at its best thinking mode; higher is better. Source: arxiv.org. Saturation forecast: Around April 2027. 10 models tracked.

Top models

#ModelScore
1Claude Opus 4.7 (High)41.7
2GPT-5.5 (High)38.5
3GPT-5.4 (High)23.1
4GPT-5.3 Codex (High)16.7
5Gemini 3.1 Pro (Preview)8.3
6Qwen 3.5 397B A17B8.3
7Qwen 3 VL 8B (Thinking)0
8GPT-5.1 Codex (High)0

Interactive version: theaggregate.ai/benchmark?slug=weavebench-devops · How It Works · Data refreshed daily, snapshot 2026-09-29.