SEAL - SWE-Bench Pro (Private Dataset) — leaderboard
Metric: Score. Source: scale.com. 14 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Muse Spark 1.1 | 51.5 |
| 2 | Claude Opus 4.6 (Thinking) | 47.1 |
| 3 | Muse Spark | 44.7 |
| 4 | GPT-5.4 (xHigh) | 43.4 |
| 5 | Gemini 3.1 Pro (Preview) (Thinking) | 32.2 |
| 6 | GPT-5.2 Codex | 27.74 |
| 7 | GPT-5.2 | 23.81 |
| 8 | Claude Opus 4.5 | 23.44 |
| 9 | Gemini 3 Pro | 17.95 |
| 10 | Claude Opus 4.1 | 17.75 |
| 11 | GPT-5 | 14.86 |
| 12 | Claude Sonnet 4 | 9.06 |
| 13 | GPT-4o | 3.62 |
Interactive version: theaggregate.ai/benchmark?slug=seal-swe-bench-pro-private-dataset · How the rankings work · Data refreshed daily, snapshot 2026-07-22.