Benchmarks · safety
SRE Bench
Agent reverse engineering of real-world binary programs without access to source code.
29 models · 29 results · updated 2026-10-14 · vals.ai ↗
Leaderboard
GPT-6 Astra max
More from this benchmark
1 published measuresTime per task35 results · lower is better
All results
29 rows| # | Model | Effort | SRE Bench | Subscription $ / task | API $ / task | Time |
|---|---|---|---|---|---|---|
| 1 | GPT-6 Astra | max | 56.9% | $0.88 | $10 | 18 min |
| 2 | GPT-6.1 Sol | max | 50.8% | $0.31 | $2.69 | 33 min |
| 3 | Gemini 4 Argon | high | 44.3% | $11 | $30 | 1.6 h |
| 4 | Opus 5.5 | max | 33.6% | $0.52 | $35 | 1.6 h |
| 5 | GPT-5.6 Sol | max | 30.5% | $2.35 | $43 | 1.5 h |
| 6 | GPT-6 Sol | max | 30.5% | $1.28 | $21 | 1.1 h |
| 7 | Sonnet 5.5 | max | 30.2% | $0.40 | $27 | 1.9 h |
| 8 | Fable 5.1 | max | 22.9% | $5.02 | $32 | 2.0 h |
| 9 | Opus 5 | max | 12.2% | $0.41 | $24 | 1.3 h |
| 10 | Gemini 3.8 Flash | high | 11.1% | $1.11 | $27 | 2.5 h |
| 11 | GPT-5.6 Terra | max | 9.5% | $1.70 | $31 | 3.3 h |
| 12 | GLM 5.3 | max | 9.2% | $2.85 | $27 | 2.8 h |
| 13 | Haiku 5.5 | max | 5.7% | $0.067 | $3.14 | 58 min |
| 14 | Gemini 3.7 Flash | high | 4.6% | $2.77 | $21 | 1.8 h |
| 15 | MiMo V2.6 Flash | high | 4.2% | free | $0.40 | 3.4 h |
| 16 | GPT-5.5 | xhigh | 3.8% | $0.98 | $18 | 46 min |
| 17 | Grok 4.7 | xhigh | 3.8% | $6.01 | $65 | 1.7 h |
| 18 | Muse Spark 1.3 | max | 3.8% | $13 | $26 | 1.8 h |
| 19 | MiMo V2.6 Pro | high | 3.1% | $0.45 | $0.53 | 2.4 h |
| 20 | GPT-6 Luna | max | 2.7% | $0.23 | $1.55 | 1.4 h |
| 21 | DeepSeek V4 Pro 0813 | max | 1.9% | $5.58 | $5.58 | 2.3 h |
| 22 | GPT-5.6 Luna | max | 1.5% | $0.32 | $3.44 | 1.7 h |
| 23 | DeepSeek V4.1 Flash | max | 0.8% | $0.034 | $0.55 | 1.0 h |
| 24 | GLM 5.3 Flash | max | 0.8% | free | $2.29 | 3.2 h |
| 25 | Grok 4.5 | high | 0.8% | $2.10 | $13 | 1.1 h |
| 26 | Sonnet 5 | max | 0.4% | $0.32 | $18 | 3.9 h |
| 27 | GLM 5.2 | max | 0.0% | $2.32 | $27 | 2.5 h |
| 28 | Inkling | max | 0.0% | free | $2.23 | 29 min |
| 29 | Muse Spark 1.2 | xhigh | 0.0% | $12 | $23 | 1.7 h |