Benchmarks · coding
LiveCodeBench (Vals)
Our Implementation of the LiveCodeBench benchmark Scores are the values published by VALS AI. Source benchmark version 1.
56 models · 56 results · updated 2026-09-01 · vals.ai ↗
Leaderboard
Fable 5.1 max
More from this benchmark
4 published measuresTime per task143 results · lower is better
Score vs any published measure3 measures: sub-scores, splits, counts
Breakdown
darker is better within each column · click a column to sort| Model | |||
|---|---|---|---|
| Fable 5.1 max, fallback | 99.1 | 91.9 | 80.6 |
| Fable 5 max | 98.8 | 90.9 | 79.7 |
| Gemini 3.8 Flash high | 99.1 | 91.4 | 78.0 |
| Opus 5 max | 99.1 | 90.6 | 77.4 |
| Gemini 3.7 Flash high | 99.1 | 90.6 | 76.3 |
| Grok 4.6 high | 99.1 | 89.0 | 76.6 |
| Gemini 3.6 Flash high | 99.1 | 90.6 | 74.6 |
| GPT-5.2 Codex xhigh | 99.1 | 90.3 | 74.6 |
| Qwen 3.8 Max | 99.1 | 88.8 | 75.7 |
| Opus 4.8 max | 99.1 | 89.8 | 74.6 |
| Gemini 3.5 Flash high | 99.1 | 90.6 | 73.1 |
| DeepSeek V4 Pro 0813 max | 98.8 | 89.8 | 74.0 |
| Grok 4.5 high | 99.1 | 89.6 | 73.4 |
| GPT-5.3 Codex xhigh | 99.1 | 87.7 | 75.1 |
| DeepSeek V4 Flash 0731 high | 98.8 | 89.0 | 74.0 |
| Kimi K3 max | 98.8 | 88.5 | 74.3 |
| Qwen 3.7 Max | 98.4 | 89.3 | 73.4 |
| Kimi K2.6 max | 99.1 | 89.8 | 71.4 |
| Qwen 3.6 Plus max | 99.1 | 91.6 | 67.1 |
| Inkling Small max | 99.1 | 89.3 | 69.4 |
| GPT-5.6 Terra xhigh | 97.2 | 87.7 | 72.9 |
| Muse Spark 1.1 xhigh | 98.8 | 89.8 | 69.1 |
| GPT-5.1 Codex max | 98.8 | 89.0 | 68.9 |
| Inkling max | 98.4 | 89.8 | 68.3 |
| GPT-5.5 xhigh | 98.4 | 87.7 | 69.7 |
All results
56 rows| # | Model | Effort | LiveCodeBench (Vals) | Subscription $ / task | API $ / task | Time |
|---|---|---|---|---|---|---|
| 1 | Fable 5.1 | max | 90.5% | $0.041 | $0.26 | 60s |
| 2 | Fable 5 | max | 89.8% | $0.048 | $0.43 | 2.0 min |
| 3 | Gemini 3.8 Flash | high | 89.5% | $0.003 | $0.071 | 24s |
| 4 | Opus 5 | max | 89.0% | $0.002 | $0.13 | 59s |
| 5 | Gemini 3.7 Flash | high | 88.7% | $0.005 | $0.040 | 15s |
| 6 | Grok 4.6 | high | 88.2% | $0.004 | $0.040 | 2.0 min |
| 7 | Gemini 3.6 Flash | high | 88.1% | $0.002 | $0.056 | 32s |
| 8 | GPT-5.2 Codex | xhigh | 88.0% | $0.12 | $0.12 | 2.8 min |
| 9 | Qwen 3.8 Max | max | 87.9% | $0.091 | $0.091 | 5.6 min |
| 10 | Opus 4.8 | max | 87.8% | $0.006 | $0.33 | 2.7 min |
| 11 | Gemini 3.5 Flash | high | 87.6% | $0.086 | $0.086 | 64s |
| 12 | DeepSeek V4 Pro 0813 | max | 87.5% | $0.064 | $0.064 | 4.6 min |
| 13 | Grok 4.5 | high | 87.4% | $0.007 | $0.045 | 9.8 min |
| 14 | GPT-5.3 Codex | xhigh | 87.3% | $0.092 | $0.092 | 2.2 min |
| 15 | DeepSeek V4 Flash 0731 | high | 87.3% | $0.020 | $0.020 | 2.1 min |
| 16 | Kimi K3 | max | 87.2% | $0.008 | $0.10 | 3.3 min |
| 17 | Qwen 3.7 Max | max | 87.1% | $0.026 | $0.087 | 3.2 min |
| 18 | Kimi K2.6 | max | 86.8% | $0.065 | $0.065 | 8.8 min |
| 19 | Qwen 3.6 Plus | max | 86.0% | $0.078 | $0.078 | 7.9 min |
| 20 | Inkling Small | max | 85.9% | free | $0.021 | 5.0 min |
| 21 | GPT-5.6 Terra | xhigh | 85.9% | $0.002 | $0.031 | 44s |
| 22 | Muse Spark 1.1 | xhigh | 85.9% | $0.046 | $0.046 | 1.9 min |
| 23 | GPT-5.1 Codex | max | 85.5% | $0.14 | $0.14 | 3.9 min |
| 24 | Inkling | max | 85.5% | free | $0.15 | 4.3 min |
| 25 | GPT-5.5 | xhigh | 85.3% | $0.004 | $0.067 | 2.8 min |
| 26 | Opus 4.7 | max | 85.1% | $0.35 | $0.35 | 7.7 min |
| 27 | GPT-5 Codex | high | 84.7% | $0.097 | $0.097 | 2.2 min |
| 28 | Grok 4.3 | high | 84.5% | $0.020 | $0.020 | 54 min |
| 29 | Qwen 3.8 27B | xhigh | 84.0% | $0.003 | $0.045 | 2.5 min |
| 30 | Qwen 3.5 Flash | max | 83.3% | $0.010 | $0.010 | 3.5 min |