Harbor Adapters - SWE-Lancer (Terminus-2): leaderboard

Metric: Pass rate (%; 100 tasks, mean of 3 trials). Source: arxiv.org. Saturation forecast: Around February 2027. 8 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)63
2Claude Opus 4.658.3
3Gemini 3 Flash (Preview)47.7
4GPT-5.4 (Medium)45.7
5Claude Sonnet 4.645.3
6GPT-5 Mini40.7
7Claude Haiku 4.533.7
8GPT-5 Nano23

Interactive version: theaggregate.ai/benchmark?slug=harbor-adapters-swe-lancer-terminus-2 · How It Works · Data refreshed daily, snapshot 2026-09-25.