Benchmark explorer.
Artificial Analysis Intelligence Index4.3.2 · Higher is better
Source ↗Method
Artificial Analysis composite intelligence index.
Score × cost
Where performance meets price
AA Intelligence · 1M input + 250K output tokens · uncached USD
18 priced resultsPareto frontier
Anthropic: Claude Opus 5.5 ↗57.62 AA Intelligence · $9.00 workload · Amazon Bedrock · via OpenRouter
Evaluation: Effort: max · Max, Default Fallback. Price: $4.00 input / $20.00 output per 1M tokens · amazon-bedrock.
Numbers match the model key. Shared positions show an index range.
Model key Score / workload
- OpenAI: GPT-6 Luna38.12 / $0.1125
- DeepSeek: DeepSeek V4.1 Flash39.46 / $0.135
- GLM-5.3-Flash41.81 / $0.1375
- Qwen3.8-27B33.68 / $0.145
- Reflection: Beam 1.0 501B A23B30.33 / $0.50
- MiniMax-M329.22 / $0.555
- Xiaomi: MiMo-V2.6-Pro46.32 / $0.6475
- GLM-5.344.78 / $0.8763
- Step-5-Preview43.73 / $1.675
- Thinking Machines: Inkling24.98 / $1.9625
- Google: Gemini 4 Argon52.56 / $2.25
- OpenAI: GPT-6.1 Sol51.83 / $2.25
- Meta: Muse Spark Open38.87 / $2.3125
- Kimi-K343.59 / $2.529
- Anthropic: Claude Sonnet 5.556 / $4.50
- Anthropic: Claude Opus 5.557.62 / $9.00
- OpenAI: GPT-6 Astra52.67 / $11.25
- Anthropic: Claude Fable 5.153.35 / $22.50
Pareto frontier
- OpenAI: GPT-6 LunaScore38.12Workload cost$0.1125OpenAI · via OpenRouter · openai/flex · tier=flex · prompt ≤ 272000 tokensEvaluation: Effort: max · Max. Price: $0.05 input / $0.25 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.
- DeepSeek: DeepSeek V4.1 FlashScore39.46Workload cost$0.135Decart · via OpenRouter · decart/fp4 · quantization=fp4Evaluation: Effort: max · Max. Price: $0.09 input / $0.18 output per 1M tokens · decart/fp4 · quantization=fp4.
- GLM-5.3-FlashScore41.81Workload cost$0.1375DeepInfra · via OpenRouter · deepinfra/fp4 · quantization=fp4Evaluation: Effort: max. Price: $0.075 input / $0.25 output per 1M tokens · deepinfra/fp4 · quantization=fp4.
- Xiaomi: MiMo-V2.6-ProScore46.32Workload cost$0.6475DeepInfra · via OpenRouter · deepinfra/fp8 · quantization=fp8Evaluation: Effort not specified. Price: $0.43 input / $0.87 output per 1M tokens · deepinfra/fp8 · quantization=fp8.
- Google: Gemini 4 ArgonScore52.56Workload cost$2.25Google AI Studio · via OpenRouter · google-ai-studio/flex · tier=flexEvaluation: Effort: high · High. Price: $1.00 input / $5.00 output per 1M tokens · google-ai-studio/flex · tier=flex.
- Anthropic: Claude Sonnet 5.5Score56Workload cost$4.50Amazon Bedrock · via OpenRouter · amazon-bedrockEvaluation: Effort: max · Max, Default Fallback. Price: $2.00 input / $10.00 output per 1M tokens · amazon-bedrock.
- Anthropic: Claude Opus 5.5Score57.62Workload cost$9.00Amazon Bedrock · via OpenRouter · amazon-bedrockEvaluation: Effort: max · Max, Default Fallback. Price: $4.00 input / $20.00 output per 1M tokens · amazon-bedrock.
Frontier: no result is cheaper with an equal or better score, or equally priced with a better score. Each point uses its lowest generally available workload price from one endpoint; evaluation and provider configurations remain visible.
| # | Model | AA Intelligence | Configuration | API rate / unit | Source |
|---|---|---|---|---|---|
| 1 | Anthropic: Claude Opus 5.5anthropic | 57.62 | Effort: max · Max, Default FallbackIndependent result | $4.00 in / $20.00 out/ 1M tokens · Amazon Bedrock · via OpenRouteramazon-bedrock | Result ↗Oct 17, 2026 |
| 2 | Anthropic: Claude Sonnet 5.5anthropic | 56 | Effort: max · Max, Default FallbackIndependent result | $2.00 in / $10.00 out/ 1M tokens · Amazon Bedrock · via OpenRouteramazon-bedrock | Result ↗Oct 17, 2026 |
| 3 | Muse Wonder FullMeta | 55.8 | Effort: max · MaxIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 4 | Anthropic: Claude Fable 5.1anthropic | 53.35 | Effort: max · Max, Default FallbackIndependent result | $10.00 in / $50.00 out/ 1M tokens · Amazon Bedrock · via OpenRouteramazon-bedrock | Result ↗Oct 17, 2026 |
| 5 | OpenAI: GPT-6 Astraopenai | 52.67 | Effort: max · MaxIndependent result | $5.00 in / $25.00 out/ 1M tokens · OpenAI · via OpenRouteropenai/flex · tier=flex · prompt ≤ 272000 tokens | Result ↗Oct 17, 2026 |
| 6 | Google: Gemini 4 Argongoogle | 52.56 | Effort: high · HighIndependent result | $1.00 in / $5.00 out/ 1M tokens · Google AI Studio · via OpenRoutergoogle-ai-studio/flex · tier=flex | Result ↗Oct 17, 2026 |
| 7 | Muse WonderMeta | 52.39 | Effort: max · MaxIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 8 | OpenAI: GPT-6.1 Solopenai | 51.83 | Effort: max · MaxIndependent result | $1.00 in / $5.00 out/ 1M tokens · OpenAI · via OpenRouteropenai/flex · tier=flex · prompt ≤ 272000 tokens | Result ↗Oct 17, 2026 |
| 9 | Grok 4.7SpaceXAI | 46.45 | Effort: xhigh · XhighIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 10 | Xiaomi: MiMo-V2.6-Proxiaomi | 46.32 | Effort not specifiedIndependent result | $0.43 in / $0.87 out/ 1M tokens · DeepInfra · via OpenRouterdeepinfra/fp8 · quantization=fp8 | Result ↗Oct 17, 2026 |
| 11 | Qwen3.8 Max (0902)Alibaba | 45.42 | Effort not specifiedIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 12 | GLM-5.3zai-org | 44.78 | Effort: max · MaxIndependent result | $0.0632 in / $4.40 out/ 1M tokens · Relace · via OpenRouterrelace | Result ↗Oct 17, 2026 |
| 13 | Step-5-Previewstepfun-ai | 43.73 | Effort not specifiedIndependent result | $1.00 in / $2.70 out/ 1M tokens · DeepInfra | Result ↗Oct 17, 2026 |
| 14 | Kimi-K3moonshotai | 43.59 | Effort: max · MaxIndependent result | $0.27 in / $14.00 out/ 1M tokens · Relace · via OpenRouterrelace/fp4 · quantization=fp4 | Result ↗Oct 17, 2026 |
| 15 | Claude Haiku 5.5Anthropic | 43.4 | Effort: max · MaxIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 16 | GLM-5.3-Flashzai-org | 41.81 | Effort: maxIndependent result | $0.06 in / $1.60 out/ 1M tokens · Reka · via OpenRouterreka | Result ↗Oct 17, 2026 |
| 17 | Gemini 3.8 FlashGoogle | 40.93 | Effort: high · HighIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 18 | DeepSeek: DeepSeek V4.1 Flashdeepseek | 39.46 | Effort: max · MaxIndependent result | $0.09 in / $0.18 out/ 1M tokens · Decart · via OpenRouterdecart/fp4 · quantization=fp4 | Result ↗Oct 17, 2026 |
| 19 | Meta: Muse Spark Openmeta | 38.87 | Effort: xhigh · XhighIndependent result | $1.25 in / $4.25 out/ 1M tokens · baseten · via Hugging Face | Result ↗Oct 17, 2026 |
| 20 | Mistral Large 4 PreviewMistral | 38.38 | Effort not specifiedIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 21 | OpenAI: GPT-6 Lunaopenai | 38.12 | Effort: max · MaxIndependent result | $0.05 in / $0.25 out/ 1M tokens · OpenAI · via OpenRouteropenai/flex · tier=flex · prompt ≤ 272000 tokens | Result ↗Oct 17, 2026 |
| 22 | Qwen3.8-27BQwen | 33.68 | Effort: xhigh · XhighIndependent result | $0.02 in / $0.50 out/ 1M tokens · Tenstorrent · via OpenRoutertenstorrent/fp4 · quantization=fp4 | Result ↗Oct 17, 2026 |
| 23 | K2 Horizon 375B A23BInstitute of Foundation Models | 30.5 | Effort not specifiedIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 24 | Reflection: Beam 1.0 501B A23Breflection | 30.33 | Effort not specifiedIndependent result | $0.25 in / $1.00 out/ 1M tokens · Nebius · via OpenRouternebius/fp8 · quantization=fp8 | Result ↗Oct 17, 2026 |
| 25 | MiniMax-M3MiniMaxAI | 29.22 | Effort not specifiedIndependent result | $0.28 in / $1.10 out/ 1M tokens · deepinfra · via Hugging Face | Result ↗Oct 17, 2026 |
| 26 | Nemotron 3.5 Super VLNVIDIA | 26.49 | Effort not specifiedIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 27 | Thinking Machines: Inklingthinkingmachines | 24.98 | Effort: xhigh · XhighIndependent result | $0.95 in / $4.05 out/ 1M tokens · deepinfra · via Hugging Face | Result ↗Oct 17, 2026 |