Agents on Rails - Feature Tickets: leaderboard
Metric: Successful Runs (%). Source: rubyonrails.org. Saturation forecast: Around September 2028. 25 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-6 Astra (Max) | 53.33 |
| 2 | GPT-6 Astra (Medium) | 35 |
| 3 | Claude Opus 5.5 (Medium) | 33.33 |
| 4 | Claude Opus 5 (Max) | 31.67 |
| 5 | Claude Fable 5.1 (Max) | 31.67 |
| 6 | Grok 4.7 (High) | 31.67 |
| 7 | Claude Fable 5.1 (High) | 31.67 |
| 8 | GPT-5.6 Sol (Max) | 28.33 |
| 9 | Gemini 3.8 Flash (Medium) | 28.33 |
| 10 | GPT-5.6 Luna (Max) | 26.67 |
| 11 | Claude Opus 5 (High) | 25 |
| 12 | Gemini 3.8 Flash (High) | 23.33 |
| 13 | GPT-6 Sol (Medium) | 21.67 |
| 14 | Muse Spark 1.3 (Max) | 20 |
| 15 | GPT-6 Luna (Max) | 18.33 |
Interactive version: theaggregate.ai/benchmark?slug=agents-on-rails-feature-tickets · How It Works · Data refreshed daily, snapshot 2026-10-09.