Benchmarks · agentic
Terminal-Bench 4.0
Resolution rate of agent+model systems on 66 professional computer-work tasks in a terminal (5 trials per task, 8-hour timeout). Rows are harness+model pairs.
23 models · 35 results · data as of 2026-10-29 · tbench.ai ↗
Leaderboard
Opus 5.5 max
More from this benchmark
2 published measuresTime per task35 results · lower is better
Output tokens per task35 results · lower is better
All results
35 rows| # | Model | Effort | Terminal-Bench 4.0 | Subscription $ / task | API $ / task | Time | Output tokens | Harness |
|---|---|---|---|---|---|---|---|---|
| 1 | Opus 5.5 | max | 64.8% ±3.1 | $0.22 | $14 | 1.3 h | 269k | Claude Code |
| 2 | Sonnet 5.5 | max | 61.8% ±2.9 | $0.34 | $22 | 2.1 h | 565k | Claude Code |
| 3 | GPT-6 Astra | max | 58.2% ±2.8 | $0.85 | $9.90 | 47 min | 73k | Codex |
| 4 | GPT-6.1 Sol | max | 58.2% ±3.1 | $0.22 | $1.92 | 53 min | 95k | Codex |
| 5 | Fable 5.1 | max | 57.9% ±3.8 | $2.95 | $19 | 1.1 h | 191k | Claude Code |
| 6 | Fable 5.1 | xhigh | 57.9% ±3.4 | $2.30 | $15 | 53 min | 153k | Claude Code |
| 7 | GPT-6 Astra | high | 57.9% ±3.0 | $0.59 | $6.88 | 35 min | 42k | Codex |
| 8 | GPT-6 Astra | xhigh | 57.9% ±2.7 | $0.61 | $7.12 | 37 min | 45k | Codex |
| 9 | Fable 5.1 | high | 54.5% ±3.4 | $1.88 | $12 | 50 min | 113k | Claude Code |
| 10 | GPT-6 Astra | medium | 54.2% ±2.7 | $0.50 | $5.80 | 31 min | 33k | Codex |
| 11 | Fable 5.1 | medium | 53.9% ±3.4 | $1.34 | $8.58 | 42 min | 79k | Claude Code |
| 12 | Opus 5 | xhigh | 53.9% ±3.2 | $0.32 | $18 | 1.3 h | 179k | Claude Code |
| 13 | Opus 5 | max | 51.8% ±3.4 | $0.31 | $18 | 1.3 h | 200k | Claude Code |
| 14 | GPT-6 Astra | low | 50.6% ±2.8 | $0.40 | $4.72 | 28 min | 24k | Codex |
| 15 | Opus 5 | high | 50.3% ±3.7 | $0.24 | $14 | 1.1 h | 144k | Claude Code |
| 16 | GPT-6 Sol | max | 49.4% ±3.2 | $0.27 | $4.40 | 44 min | 93k | Codex |
| 17 | Opus 5 | medium | 44.9% ±3.8 | $0.17 | $9.67 | 55 min | 101k | Claude Code |
| 18 | Fable 5 | max | 44.5% ±3.9 | $2.48 | $22 | 1.2 h | 178k | Claude Code |
| 19 | Fable 5.1 | low | 43.3% ±3.6 | $1.11 | $7.15 | 38 min | 60k | Claude Code |
| 20 | GLM 5.3 | max | 41.8% ±3.2 | $0.86 | $8.27 | 1.6 h | 208k | Claude Code |
| 21 | Grok 4.7 | xhigh | 37.6% ±3.5 | $1.04 | $11 | 1.6 h | 70k | Grok Build |
| 22 | GPT-5.6 Sol | max | 37.3% ±3.8 | $0.43 | $7.70 | 40 min | 71k | Codex |
| 23 | GLM 5.3 Flash | none | 35.8% ±3.5 | free | $0.36 | 1.7 h | 135k | Claude Code |
| 24 | Opus 5 | low | 34.9% ±3.9 | $0.13 | $7.25 | 49 min | 72k | Claude Code |
| 25 | Qwen 3.8 Max | max | 27.0% ±3.8 | $14 | $14 | 2.8 h | 253k | Claude Code |
| 26 | Opus 4.8 | max | 23.6% ±3.6 | $0.34 | $20 | 1.4 h | 269k | Claude Code |
| 27 | GPT-5.6 Terra | max | 21.5% ±3.3 | $0.29 | $5.25 | 42 min | 101k | Codex |
| 28 | Grok 4.6 | high | 20.3% ±3.1 | $1.12 | $11 | 39 min | 99k | Grok Build |
| 29 | Gemini 3.8 Flash | high | 19.1% ±3.4 | $0.22 | $5.54 | 33 min | 206k | mini-SWE-agent |
| 30 | GPT-5.6 Luna | max | 17.3% ±2.9 | $0.098 | $1.05 | 1.1 h | 186k | Codex |