RTI Study - Qwen3.5 Generation References - Navigation: leaderboard
Untrained reference-model rows on Navigation, three tau2 domains and Claw-Eval Hard20. Pass@1 only; generation-matched comparison cohorts remain separate. Fine-tuned GRPO/GSPO/AEPO/OPD/LUFFY/RTI checkpoints are not attributed to their base models. Source inference conditions are retained in the paper.
Metric: Pass@1 (%). Source: arxiv.org. Saturation forecast: Around March 2027. 4 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Sonnet 4.6 | 58 | #89 |
| 2 | Qwen 3.5 397B A17B | 44 | #144 |
| 3 | GPT-5.1 | 42 | #133 |
| 4 | Qwen 3.5 9B | 39.33 | #367 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 Gemini 4 Argon.
Interactive version: theaggregate.ai/benchmark?slug=rti-study-qwen3-5-generation-references-navigation · How It Works · Data refreshed daily, snapshot 2026-10-16.