Benchmarks · coding
IOI
Vals AI's overall score for version 2 of the International Olympiad in Informatics benchmark.
37 models · 38 results · updated 2026-10-24 · vals.ai ↗
Leaderboard
Gemini 4 Argon high
More from this benchmark
1 published measuresTime per task46 results · lower is better
All results
38 rows| # | Model | Effort | IOI | Subscription $ / task | API $ / task | Time |
|---|---|---|---|---|---|---|
| 1 | Gemini 4 Argon | high | 100.0% | $1.89 | $5.31 | 24 min |
| 2 | GPT-6 Astra | max | 100.0% | $0.56 | $6.50 | 32 min |
| 3 | GPT-6.1 Sol | max | 96.9% | $0.15 | $1.26 | 32 min |
| 4 | Opus 5.5 | max | 95.1% | $0.080 | $5.26 | 17 min |
| 5 | GPT-5.6 Sol | max | 91.2% | $0.44 | $7.98 | 1.0 h |
| 6 | Fable 5.1 | max | 90.8% | $1.75 | $11 | 30 min |
| 7 | GPT-5.6 Terra | max | 87.6% | $0.48 | $8.66 | 1.4 h |
| 8 | Opus 5 | max | 84.3% | $0.29 | $16 | 57 min |
| 9 | Sonnet 5.5 | max | 83.1% | $0.11 | $7.52 | 46 min |
| 10 | GPT-6 Sol | max | 82.6% | $0.17 | $2.70 | 31 min |
| 11 | Qwen 3.8 Max | max | 68.9% | $9.47 | $9.47 | 1.8 h |
| 12 | GLM 5.3 | max | 68.4% | $0.80 | $7.67 | 1.8 h |
| 13 | Gemini 3.7 Flash | high | 67.8% | $0.44 | $3.40 | 21 min |
| 14 | GPT-5.6 Luna | max | 61.8% | $0.054 | $0.58 | 1.2 h |
| 15 | Grok 4.7 | xhigh | 57.7% | $1.18 | $13 | 47 min |
| 16 | Gemini 3.8 Flash | high | 56.9% | $0.16 | $3.98 | 14 min |
| 17 | Muse Spark 1.3 | max | 56.6% | $0.86 | $1.73 | 29 min |
| 18 | GPT-6 Luna | max | 55.6% | $0.029 | $0.20 | 36 min |
| 19 | GPT-5.3 Codex | xhigh | 53.8% | $2.68 | $2.68 | 30 min |
| 20 | GLM 5.3 Flash | max | 52.5% | free | $0.43 | 1.5 h |
| 21 | DeepSeek V4 Pro 0813 | max | 51.6% | $2.15 | $2.15 | 1.1 h |
| 22 | Kimi K3 | max | 48.9% | $1.09 | $14 | 4.3 h |
| 23 | MiMo V2.6 Flash | high | 47.7% | free | $0.22 | 1.8 h |
| 24 | Grok 4.6 | high | 47.6% | $0.84 | $8.18 | 4.0 h |
| 25 | Haiku 5.5 | max | 47.3% | $0.018 | $0.83 | 13 min |
| 26 | Mistral Large 4 | high | 45.3% | $5.39 | $5.39 | 1.4 h |
| 27 | Sonnet 5 | max | 45.0% | $0.22 | $13 | 60 min |
| 28 | Muse Spark 1.3 | xhigh | 43.9% | $1.18 | $2.36 | 30 min |
| 29 | Grok 4.5 | high | 40.6% | $0.88 | $5.64 | 1.4 h |
| 30 | DeepSeek V4.1 Flash | max | 40.3% | $0.015 | $0.24 | 18 min |