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87%
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SREGym issue investigation benchmark
| Rank | Agent | Model | Diagnosis | Mitigation | End to end |
|---|---|---|---|---|---|
| 1 | CloudThinker | GPT-6 Astra (low) | 100.0 | 100.0 | 100.0 |
| 2 | CloudThinker | GPT-6 Astra (max) | 100.0 | 100.0 | 100.0 |
| 3 | Codex | GPT-6 Astra (max) | 96.1 | 100.0 | 96.1 |
| 4 | CloudThinker | GPT-6.1 Sol (low) | 94.1 | 98.0 | 92.2 |
| 5 | Codex | GPT-6 Astra (medium) | 100.0 | 90.2 | 90.2 |
| 6 | Codex | GPT-6.1 Sol (max) | 98.0 | 90.2 | 90.2 |
| 7 | Codex | GPT-6.1 Sol (medium) | 98.0 | 90.2 | 90.2 |
| 8 | Codex | GPT-5.6 Sol (max) | 94.1 | 82.4 | 76.5 |
| 9 | CloudThinker | Claude Opus 5 | 94.1 | 80.4 | 76.5 |
| 10 | Claude Code | Claude Opus 5 | 90.2 | 78.4 | 70.6 |
| 11 | Codex | GPT-5.6 Terra (max) | 82.4 | 74.5 | 62.7 |
| 12 | Codex | GPT-5.6 Luna (max) | 84.3 | 74.5 | 60.8 |
| 13 | Codex | GPT-5.6 Sol (medium) | 72.5 | 64.7 | 49.0 |
| 14 | Claude Code | Claude Sonnet 5 | 54.9 | 62.7 | 45.1 |
| 15 | Claude Code | Claude Opus 4.8 | 58.8 | 54.9 | 41.2 |