Benchmarks · reasoning
ARC-AGI-1
ARC-AGI-1 semi-private evaluation set: novel grid-transformation puzzles measuring fluid intelligence; percent of tasks solved, with verified cost per task.
84 models · 235 results · data as of 2026-11-06 · arcprize.org ↗
Leaderboard
Fable 5 max
Heavy line: best score at each price. Thin lines join one model's effort levels. Cost uses each model's median subscription plan, or API price with no plan data. 66 more models under All models in settings.
All results
235 rows| # | Model | Effort | ARC-AGI-1 | Subscription $ / task | API $ / task |
|---|---|---|---|---|---|
| 1 | Fable 5 | max | 98.5% | $0.24 | $2.11 |
| 2 | Fable 5 | xhigh | 98.5% | $0.12 | $1.02 |
| 3 | Opus 5.5 | high | 98.5% | $0.002 | $0.16 |
| 4 | Gemini 3.8 Flash | high | 98.5% | $0.008 | $0.21 |
| 5 | Gemini 4 Argon | high | 98.5% | $0.12 | $0.16 |
| 6 | Gemini 4 Argon | medium | 98.5% | $0.046 | $0.065 |
| 7 | GPT-6 Astra | high | 98.5% | $0.012 | $0.28 |
| 8 | GPT-6 Astra | xhigh | 98.5% | $0.015 | $0.35 |
| 9 | GPT-6.1 Sol | high | 98.5% | $0.003 | $0.059 |
| 10 | GPT-6.1 Sol | xhigh | 98.5% | $0.004 | $0.074 |
| 11 | Gemini 3.1 Pro | high | 98.0% | $0.52 | $0.52 |
| 12 | Fable 5.1 | max | 97.5% | $0.22 | $1.40 |
| 13 | Opus 5.5 | max | 97.5% | $0.010 | $0.64 |
| 14 | Opus 5.5 | medium | 97.5% | $0.002 | $0.15 |
| 15 | Opus 5.5 | xhigh | 97.5% | $0.003 | $0.22 |
| 16 | Opus 5 | high | 97.5% | $0.008 | $0.47 |
| 17 | Opus 5 | max | 97.5% | $0.012 | $0.70 |
| 18 | Gemini 3.8 Flash | medium | 97.5% | $0.004 | $0.11 |
| 19 | GPT-5.6 Sol | xhigh | 97.5% | $0.011 | $0.40 |
| 20 | GPT-6 Astra | max | 97.5% | $0.019 | $0.43 |
| 21 | GPT-6 Astra | medium | 97.5% | $0.010 | $0.24 |
| 22 | GPT-5.6 Sol | high | 97.0% | $0.008 | $0.30 |
| 23 | Fable 5.1 | xhigh | 96.5% | $0.15 | $0.96 |
| 24 | Sonnet 5.5 | max | 96.5% | $0.008 | $0.50 |
| 25 | Sonnet 5.5 | xhigh | 96.5% | $0.002 | $0.14 |
| 26 | GPT-5.5 Pro | high | 96.5% | $4.53 | $4.53 |
| 27 | GPT-5.6 Sol | max | 96.5% | $0.015 | $0.54 |
| 28 | GPT-5.6 Terra | max | 96.5% | $0.015 | $0.55 |
| 29 | GPT-6 Astra | low | 96.5% | $0.010 | $0.23 |
| 30 | GPT-6.1 Sol | max | 96.5% | $0.006 | $0.095 |