Benchmarks · composite
AA Intelligence Index v4.3.2
Artificial Analysis' composite intelligence score (v4.3.2), combining 10 evaluations: AA-Briefcase v1.1, GDPval-AA v2.1, AutomationBench-AA, Terminal-Bench 4.0, SciCode, Humanity's Last Exam, GDP.pdf, CritPt, AA-Omniscience, and AA-LCR v1.1.
195 models · 339 results · data as of 2026-11-06 · artificialanalysis.ai ↗
Leaderboard
Opus 5.5 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. 71 more models under All models in settings.
More from this benchmark
14 published measuresOutput tokens per task226 results · lower is better
75 more models under All models in settings.
Score vs any published measure13 measures: sub-scores, splits, counts
Breakdown
darker is better within each column · click a column to sort| Model | ||||||||
|---|---|---|---|---|---|---|---|---|
| Opus 5.5 max | 5.98 | 3.6 | 0.103 | 2.42 | 1.07 | 2.38 | 1.68 | 0.705 |
| Sonnet 5.5 max | 5.46 | 3.49 | 0.0515 | 2.21 | 1.23 | 1.97 | 1.47 | 0.508 |
| Fable 5.1 max | 7.63 | 3.73 | 0.259 | 1.6 | 1.86 | 3.9 | 2.36 | 1.54 |
| GPT-6 Astra max | 3.26 | 1.9 | 0.215 | 0.981 | 0.701 | 1.36 | 0.835 | 0.526 |
| Gemini 4 Argon high | 1.62 | 1 | 0.08 | 0.339 | 0.586 | 0.616 | 0.355 | 0.26 |
| Muse Wonder (Max) | 3.27 | 2.18 | 0.0712 | 1.51 | 0.593 | 1.09 | 0.576 | 0.514 |
| GPT-6.1 Sol max | 0.724 | 0.343 | 0.043 | 0.123 | 0.177 | 0.381 | 0.252 | 0.129 |
| Opus 5 max | 5.86 | 4.05 | 0.129 | 3.16 | 0.761 | 1.81 | 1.07 | 0.743 |
| Fable 5 max, fallback | 8.75 | 5.44 | 0.253 | 3.86 | 1.32 | 3.31 | 2.23 | 1.08 |
| GPT-6.1 Terra max | 0.403 | 0.228 | 0.0215 | 0.114 | 0.0924 | 0.175 | 0.124 | 0.051 |
| Muse Spark 1.3 max | 1.31 | 1.06 | 0.0225 | 0.883 | 0.154 | 0.256 | 0.145 | 0.111 |
| GPT-6 Sol max | 1.04 | 0.735 | 0.0428 | 0.507 | 0.185 | 0.31 | 0.208 | 0.102 |
| GPT-5.6 Sol max | 1.99 | 1.4 | 0.0861 | 0.99 | 0.326 | 0.586 | 0.346 | 0.241 |
| Grok 4.7 xhigh | 3.24 | 2.75 | 0.0328 | 1.7 | 1.02 | 0.483 | 0.351 | 0.132 |
| MiMo V2.6 Pro | 0.133 | 0.0773 | 0.00424 | 0.0195 | 0.0536 | 0.0559 | 0.0326 | 0.0233 |
| DeepSeek V4.1 Flash 1017 max | 0.262 | 0.155 | 0.0039 | 0.0559 | 0.0948 | 0.107 | 0.0711 | 0.0363 |
| GLM 5.3 max | 2.01 | 1.69 | 0.0135 | 1.52 | 0.157 | 0.313 | 0.214 | 0.0986 |
| Grok 4.6 high | 1.48 | 1.27 | 0.0328 | 0.898 | 0.339 | 0.215 | 0.113 | 0.102 |
| Kimi K3 max | 2 | 1.27 | 0.0662 | 0.802 | 0.405 | 0.727 | 0.487 | 0.24 |
| Haiku 5.5 max | 0.213 | 0.132 | 0.00257 | 0.0954 | 0.0337 | 0.0811 | 0.0645 | 0.0166 |
| GPT-5.6 Terra max | 1.4 | 0.932 | 0.0454 | 0.66 | 0.227 | 0.467 | 0.313 | 0.154 |
| GLM 5.3 Flash max | 0.284 | 0.249 | 0.0033 | 0.228 | 0.0184 | 0.0343 | 0.0233 | 0.011 |
| Opus 4.8 max | 4.08 | 2.32 | 0.128 | 1.6 | 0.584 | 1.76 | 1.3 | 0.468 |
| Ling 3.1 Flash | 1.01 | 0.918 | 0.00298 | 0.565 | 0.35 | 0.0926 | 0.0606 | 0.032 |
| Gemini 3.8 Flash high | 3.49 | 3.22 | 0.0107 | 0.157 | 3.05 | 0.266 | 0.16 | 0.106 |
All results
339 rows| # | Model | Effort | Score | Subscription $ / task | API $ / task | Output tokens |
|---|---|---|---|---|---|---|
| 1 | Opus 5.5 | max | 57.6 | $0.091 | $5.98 | 119k |
| 2 | Sonnet 5.5 | max | 56.0 | $0.083 | $5.46 | 197k |
| 3 | Opus 5.5 | xhigh | 56.0 | $0.052 | $3.46 | 66k |
| 4 | Opus 5.5 | high | 53.6 | $0.028 | $1.82 | 36k |
| 5 | Fable 5.1 | max | 53.4 | $1.19 | $7.63 | 78k |
| 6 | Fable 5.1 | xhigh | 53.2 | $0.93 | $5.98 | 61k |
| 7 | GPT-6 Astra | max | 52.7 | $0.14 | $3.26 | 27k |
| 8 | Gemini 4 Argon | high | 52.6 | $1.15 | $1.62 | 62k |
| 9 | Muse Wonder (Max) | max | 52.4 | $2.18 | $3.27 | 54k |
| 10 | GPT-6 Astra | xhigh | 52.4 | $0.099 | $2.31 | 17k |
| 11 | Sonnet 5.5 | xhigh | 51.9 | $0.030 | $2.01 | 75k |
| 12 | GPT-6.1 Sol | max | 51.8 | $0.042 | $0.72 | 38k |
| 13 | Opus 5.5 | medium | 51.2 | $0.020 | $1.34 | 26k |
| 14 | Fable 5.1 | high | 51.2 | $0.61 | $3.91 | 38k |
| 15 | GPT-6.1 Sol | xhigh | 51.0 | $0.023 | $0.39 | 18k |
| 16 | GPT-6 Astra | high | 50.9 | $0.074 | $1.73 | 12k |
| 17 | Opus 5 | max | 50.8 | $0.10 | $5.86 | 73k |
| 18 | GPT-6.1 Sol | high | 50.2 | $0.019 | $0.32 | 13k |
| 19 | Opus 5 | xhigh | 49.7 | $0.085 | $4.88 | 61k |
| 20 | Fable 5 | max | 49.6 | $0.99 | $8.75 | 67k |
| 21 | GPT-6 Astra | medium | 49.6 | $0.066 | $1.54 | 9.6k |
| 22 | Fable 5.1 | medium | 48.9 | $0.46 | $2.98 | 28k |
| 23 | Opus 5 | high | 48.1 | $0.063 | $3.61 | 46k |
| 24 | GPT-6.1 Terra | max | 48.1 | $0.020 | $0.40 | 35k |
| 25 | Muse Spark 1.3 | max | 48.1 | $0.66 | $1.31 | 60k |
| 26 | GPT-6.1 Sol | medium | 47.8 | $0.012 | $0.21 | 8.1k |
| 27 | GPT-6 Sol | max | 47.6 | $0.032 | $1.04 | 31k |
| 28 | GPT-5.6 Sol | max | 47.0 | $0.055 | $1.99 | 29k |
| 29 | Fable 5.1 | low | 46.8 | $0.37 | $2.37 | 22k |
| 30 | Sonnet 5.5 | high | 46.8 | $0.013 | $0.88 | 37k |