GameXpert-Bench - GameFix - Strict Repair Score: leaderboard
Metric: Share of tasks with at least t% of injected bugs fixed, averaged over three runs and t = 90-100 (0-100). Source: arxiv.org. 17 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Code + Claude Opus 5 (Max Effort) | 39 |
| 2 | Claude Code + Claude Fable 5 (Max Effort) | 33.7 |
| 3 | Codex + GPT-5.6 Sol (xHigh) | 29.1 |
| 4 | Claude Code + GPT-5.6 Sol (xHigh) | 26.7 |
| 5 | Claude Code + Claude Opus 4.8 (Max Effort) | 18 |
| 6 | Claude Code + Claude Opus 4.7 (Max Effort) | 17.2 |
| 7 | Codex + GPT-5.5 (xHigh) | 16.3 |
| 8 | Claude Code + GPT-5.5 (xHigh) | 16.1 |
| 9 | Claude Code + DeepSeek V4 Flash (Max Effort) | 15.2 |
| 10 | Claude Code + Kimi K3 (Max Effort) | 14 |
Interactive version: theaggregate.ai/benchmark?slug=gamexpert-bench-gamefix-strict-repair-score · How It Works · Data refreshed daily, snapshot 2026-09-19.