OctoBench - Kilo - Instance Success: leaderboard
Metric: Instance Success Rate (%). Source: arxiv.org. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.5 | 20 |
| 2 | MiniMax-M2.1 | 16.45 |
| 3 | Gemini 3 Pro | 15.16 |
| 4 | GLM-4.6 | 7.01 |
| 5 | Kimi K2 (Thinking) | 5.02 |
| 6 | MiniMax-M2 | 4.52 |
| 7 | Claude Sonnet 4.5 | 4.44 |
| 8 | Seed 1.8 | 3.7 |
Interactive version: theaggregate.ai/benchmark?slug=octobench-kilo-instance-success · How It Works · Data refreshed daily, snapshot 2026-09-19.