Benchmarks · composite
AA Intelligence Index v5.0.1
Artificial Analysis' composite intelligence score (v5.0.1), combining 9 evaluations: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1.
34 models · 81 results · data as of 2026-11-03 · artificialanalysis.ai ↗
Leaderboard
Gemini 4 Carbon high
More from this benchmark
14 published measuresOutput tokens per task95 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 | ||||||||
|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon high | 7.76 | 5.3 | 0.047 | 2.04 | 3.21 | 2.46 | 1.44 | 1.01 |
| Opus 5.5 max | 10.0 | 6.57 | 0.0357 | 4.74 | 1.8 | 3.47 | 2.41 | 1.06 |
| GPT-6 Astra max | 6.24 | 3.65 | 0.0815 | 2.17 | 1.39 | 2.6 | 1.79 | 0.811 |
| GPT-6.1 Sol max | 1.27 | 0.594 | 0.0163 | 0.252 | 0.326 | 0.678 | 0.492 | 0.186 |
| Sonnet 5.5 max | 10.0 | 7.17 | 0.0178 | 4.88 | 2.27 | 2.85 | 2.06 | 0.79 |
| GPT-6.1 Terra max | 0.961 | 0.662 | 0.00815 | 0.426 | 0.227 | 0.299 | 0.197 | 0.103 |
| Gemini 4 Argon high | 7.68 | 5.36 | 0.0245 | 2.07 | 3.26 | 2.33 | 1.37 | 0.961 |
| Fable 5.1 xhigh | 10.8 | 6.07 | 0.0875 | 3.06 | 2.92 | 4.78 | 2.75 | 2.03 |
| Kimi K3.1 max | 3.68 | 2.96 | 0.0167 | 2.1 | 0.84 | 0.722 | 0.442 | 0.28 |
| GPT-6 Sol max | 2.47 | 1.93 | 0.0163 | 1.5 | 0.408 | 0.539 | 0.354 | 0.185 |
| Muse Wonder (Max) | 6.95 | 5.03 | 0.0253 | 3.79 | 1.22 | 1.92 | 1.17 | 0.75 |
| Muse Spark 1.3 max | 2.39 | 2 | 0.00792 | 1.71 | 0.277 | 0.387 | 0.232 | 0.156 |
| Haiku 5.5 max | 0.411 | 0.298 | 0.000888 | 0.233 | 0.0646 | 0.113 | 0.0864 | 0.0266 |
| Grok 4.7 xhigh | 7.77 | 7.14 | 0.0117 | 4.57 | 2.57 | 0.627 | 0.417 | 0.211 |
| DeepSeek V4.1 Flash 1017 max | 0.602 | 0.435 | 0.00115 | 0.178 | 0.256 | 0.167 | 0.109 | 0.058 |
| GPT-5.6 Terra max | 3.73 | 2.94 | 0.0163 | 2.35 | 0.571 | 0.794 | 0.494 | 0.3 |
| GLM 5.3 max | 5.01 | 4.49 | 0.00248 | 4.13 | 0.349 | 0.524 | 0.373 | 0.151 |
| Gemini 3.8 Flash high | 7.77 | 7.39 | 0.0031 | 0.364 | 7.03 | 0.371 | 0.225 | 0.146 |
| MiMo V2.6 Pro | 0.257 | 0.152 | 0.000828 | 0.0428 | 0.108 | 0.105 | 0.0751 | 0.0303 |
| GPT-6 Luna max | 0.152 | 0.114 | 0.000815 | 0.0896 | 0.0239 | 0.0376 | 0.0288 | 0.00887 |
| GLM 5.3 Flash max | 0.583 | 0.516 | 0.00121 | 0.476 | 0.0386 | 0.0671 | 0.0513 | 0.0158 |
| MiMo V2.6 Flash | 0.129 | 0.0916 | 0.000939 | 0.0484 | 0.0422 | 0.0369 | 0.0279 | 0.00899 |
| Mistral Large 4 high | 2.06 | 1.89 | 0.0045 | 0.782 | 1.1 | 0.172 | 0.114 | 0.0576 |
| Muse Spark Open xhigh | 2.02 | 1.74 | 0.00796 | 1.1 | 0.632 | 0.282 | 0.137 | 0.145 |
| DeepSeek V4 Pro 0813 max | 1.77 | 1.38 | 0.00229 | 0.905 | 0.471 | 0.391 | 0.24 | 0.151 |
All results
81 rows| # | Model | Effort | Score | Subscription $ / task | API $ / task | Output tokens |
|---|---|---|---|---|---|---|
| 1 | Gemini 4 Carbon | high | 60.0 | $2.76 | $7.76 | 123k |
| 2 | Opus 5.5 | max | 59.1 | $0.15 | $10 | 173k |
| 3 | Gemini 4 Carbon | medium | 58.3 | $2.35 | $6.59 | 103k |
| 4 | Opus 5.5 | xhigh | 57.4 | $0.092 | $6.05 | 103k |
| 5 | GPT-6 Astra | max | 56.9 | $0.27 | $6.24 | 52k |
| 6 | GPT-6 Astra | xhigh | 55.3 | $0.16 | $3.66 | 27k |
| 7 | GPT-6 Astra | high | 54.8 | $0.14 | $3.24 | 23k |
| 8 | GPT-6.1 Sol | max | 54.6 | $0.074 | $1.27 | 68k |
| 9 | Sonnet 5.5 | max | 54.5 | $0.15 | $10 | 285k |
| 10 | Gemini 4 Carbon | low | 54.2 | $2.56 | $7.19 | 86k |
| 11 | GPT-6.1 Sol | xhigh | 52.5 | $0.045 | $0.76 | 30k |
| 12 | Opus 5.5 | high | 51.8 | $0.052 | $3.46 | 60k |
| 13 | GPT-6 Astra | medium | 51.6 | $0.12 | $2.73 | 18k |
| 14 | GPT-6.1 Terra | max | 51.3 | $0.092 | $0.96 | 60k |
| 15 | Gemini 4 Argon | high | 50.4 | $2.74 | $7.68 | 116k |
| 16 | GPT-6.1 Sol | high | 50.3 | $0.034 | $0.59 | 23k |
| 17 | Fable 5.1 | xhigh | 50.0 | $1.69 | $11 | 97k |
| 18 | Sonnet 5.5 | xhigh | 49.9 | $0.062 | $4.09 | 122k |
| 19 | Fable 5.1 | max | 49.2 | $2.03 | $13 | 118k |
| 20 | Opus 5.5 | medium | 48.2 | $0.037 | $2.45 | 44k |
| 21 | Fable 5.1 | high | 47.2 | $1.18 | $7.54 | 66k |
| 22 | Kimi K3.1 | max | 46.5 | $3.68 | $3.68 | 72k |
| 23 | GPT-6.1 Sol | medium | 46.3 | $0.021 | $0.36 | 14k |
| 24 | GPT-6.1 Terra | xhigh | 45.3 | $0.038 | $0.40 | 26k |
| 25 | GPT-6 Sol | max | 44.1 | $0.076 | $2.47 | 54k |
| 26 | Muse Wonder (Max) | max | 43.6 | $4.63 | $6.95 | 96k |
| 27 | GPT-6 Astra | low | 43.3 | $0.061 | $1.42 | 9.1k |
| 28 | Fable 5.1 | medium | 43.2 | $0.87 | $5.56 | 49k |
| 29 | GPT-6.1 Terra | high | 42.4 | $0.025 | $0.26 | 17k |
| 30 | Sonnet 5.5 | high | 41.5 | $0.025 | $1.64 | 58k |