SEAL - MCP Atlas: leaderboard
Metric: Score. Source: scale.com. 31 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Muse Spark 1.1 | 88.1 |
| 2 | Claude Fable 5.1 | 87.2 |
| 3 | Claude Opus 5 (xHigh) | 85.8 |
| 4 | Gemini 3.5 Flash (High) | 83.6 |
| 5 | Claude Fable 5 | 83.3 |
| 6 | Kimi K3 (Max) | 82.3 |
| 7 | Claude Opus 4.8 (Max) | 82.2 |
| 8 | Muse Spark | 82.2 |
| 9 | Inkling Small | 79.2 |
| 10 | Claude Opus 4.7 (Max) | 79.1 |
| 11 | Gemini 3.1 Pro (Preview) (High) | 78.2 |
| 12 | GLM-5.2 | 77.8 |
| 13 | Claude Opus 4.6 (Max) | 76.8 |
| 14 | Inkling (xHigh) | 76 |
| 15 | GLM-5.1 | 75.6 |
Interactive version: theaggregate.ai/benchmark?slug=seal-mcp-atlas · How It Works · Data refreshed daily, snapshot 2026-09-05.