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.
150 models · 282 results · data as of 2026-10-29 · artificialanalysis.ai ↗
Leaderboard
Opus 5.5 max
More from this benchmark
14 published measuresOutput tokens per task226 results · lower is better
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, fallback | 5.98 | 3.6 | 0.103 | 2.42 | 1.07 | 2.38 | 1.68 | 0.705 |
| Sonnet 5.5 max, fallback | 5.46 | 3.49 | 0.0515 | 2.21 | 1.23 | 1.97 | 1.47 | 0.508 |
| Fable 5.1 max, fallback | 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 |
| 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 |
| 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 |
| Qwen 3.8 2.4T-A95B | 2.16 | 1.74 | 0.0196 | 1.22 | 0.5 | 0.411 | 0.28 | 0.131 |
| Muse Spark 1.2 xhigh | 0.812 | 0.609 | 0.0228 | 0.499 | 0.0867 | 0.203 | 0.0963 | 0.107 |
All results
282 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 | $0.28 | $3.26 | 27k |
| 8 | Gemini 4 Argon | high | 52.6 | $0.58 | $1.62 | 62k |
| 9 | GPT-6 Astra | xhigh | 52.4 | $0.20 | $2.31 | 17k |
| 10 | Sonnet 5.5 | xhigh | 51.9 | $0.030 | $2.01 | 75k |
| 11 | GPT-6.1 Sol | max | 51.8 | $0.085 | $0.72 | 38k |
| 12 | Opus 5.5 | medium | 51.2 | $0.020 | $1.34 | 26k |
| 13 | Fable 5.1 | high | 51.2 | $0.61 | $3.91 | 38k |
| 14 | GPT-6.1 Sol | xhigh | 51.0 | $0.046 | $0.39 | 18k |
| 15 | GPT-6 Astra | high | 50.9 | $0.15 | $1.73 | 12k |
| 16 | Opus 5 | max | 50.8 | $0.10 | $5.86 | 73k |
| 17 | GPT-6.1 Sol | high | 50.2 | $0.037 | $0.32 | 13k |
| 18 | Opus 5 | xhigh | 49.7 | $0.085 | $4.88 | 61k |
| 19 | GPT-6 Astra | medium | 49.6 | $0.13 | $1.54 | 9.6k |
| 20 | Fable 5.1 | medium | 48.9 | $0.46 | $2.98 | 28k |
| 21 | Opus 5 | high | 48.1 | $0.063 | $3.61 | 46k |
| 22 | GPT-6.1 Terra | max | 48.1 | $0.40 | $0.40 | 35k |
| 23 | Muse Spark 1.3 | max | 48.1 | $0.66 | $1.31 | 60k |
| 24 | GPT-6.1 Sol | medium | 47.8 | $0.025 | $0.21 | 8.1k |
| 25 | GPT-6 Sol | max | 47.6 | $0.065 | $1.04 | 31k |
| 26 | GPT-5.6 Sol | max | 47.0 | $0.11 | $1.99 | 29k |
| 27 | Fable 5.1 | low | 46.8 | $0.37 | $2.37 | 22k |
| 28 | Sonnet 5.5 | high | 46.8 | $0.013 | $0.88 | 37k |
| 29 | Grok 4.7 | xhigh | 46.4 | $0.30 | $3.24 | 81k |
| 30 | Grok 4.7 | high | 46.3 | $0.22 | $2.36 | 66k |