Benchmark explorer.
GDPval-AA2.1 · Higher is better
Source ↗Method
Artificial Analysis evaluation. Index 4.3.2 collection.
Score × cost
Where performance meets price
GDPval-AA · 1M input + 250K output tokens · uncached USD
18 priced resultsPareto frontier
Anthropic: Claude Opus 5.5 ↗1,866.27 GDPval-AA · $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 Luna1,431.86 / $0.1125
- DeepSeek: DeepSeek V4.1 Flash1,600 / $0.135
- GLM-5.3-Flash1,642.18 / $0.1375
- Qwen3.8-27B1,419.88 / $0.145
- Reflection: Beam 1.0 501B A23B1,177.08 / $0.50
- MiniMax-M31,242.47 / $0.555
- Xiaomi: MiMo-V2.6-Pro1,684.34 / $0.6475
- GLM-5.31,650.31 / $0.8763
- Step-5-Preview1,586.63 / $1.675
- Thinking Machines: Inkling1,076.19 / $1.9625
- Google: Gemini 4 Argon1,623.99 / $2.25
- OpenAI: GPT-6.1 Sol1,593.85 / $2.25
- Meta: Muse Spark Open1,401.12 / $2.3125
- Kimi-K31,533.13 / $2.529
- Anthropic: Claude Sonnet 5.51,837.82 / $4.50
- Anthropic: Claude Opus 5.51,866.27 / $9.00
- OpenAI: GPT-6 Astra1,572.84 / $11.25
- Anthropic: Claude Fable 5.11,754.07 / $22.50
Pareto frontier
- OpenAI: GPT-6 LunaScore1,431.86Workload 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 FlashScore1,600Workload 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-FlashScore1,642.18Workload 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-ProScore1,684.34Workload 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.
- Anthropic: Claude Sonnet 5.5Score1,837.82Workload 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 5.5Score1,866.27Workload 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 | GDPval-AA | Configuration | API rate / unit | Source |
|---|---|---|---|---|---|
| 1 | Anthropic: Claude Opus 5.5anthropic | 1,866.27 | Effort: max · Max, Default FallbackIndependent result | $4.00 in / $20.00 out/ 1M tokens · Amazon Bedrock · via OpenRouteramazon-bedrock | Result ↗Oct 17, 2026 |
| 2 | Muse Wonder FullMeta | 1,857.09 | Effort: max · MaxIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 3 | Anthropic: Claude Sonnet 5.5anthropic | 1,837.82 | Effort: max · Max, Default FallbackIndependent result | $2.00 in / $10.00 out/ 1M tokens · Amazon Bedrock · via OpenRouteramazon-bedrock | Result ↗Oct 17, 2026 |
| 4 | Muse WonderMeta | 1,770.34 | Effort: max · MaxIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 5 | Anthropic: Claude Fable 5.1anthropic | 1,754.07 | Effort: max · Max, Default FallbackIndependent result | $10.00 in / $50.00 out/ 1M tokens · Amazon Bedrock · via OpenRouteramazon-bedrock | Result ↗Oct 17, 2026 |
| 6 | Grok 4.7SpaceXAI | 1,711.07 | Effort: xhigh · XhighIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 7 | Xiaomi: MiMo-V2.6-Proxiaomi | 1,684.34 | Effort not specifiedIndependent result | $0.43 in / $0.87 out/ 1M tokens · DeepInfra · via OpenRouterdeepinfra/fp8 · quantization=fp8 | Result ↗Oct 17, 2026 |
| 8 | Qwen3.8 Max (0902)Alibaba | 1,665.58 | Effort not specifiedIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 9 | GLM-5.3zai-org | 1,650.31 | Effort: max · MaxIndependent result | $0.0632 in / $4.40 out/ 1M tokens · Relace · via OpenRouterrelace | Result ↗Oct 17, 2026 |
| 10 | GLM-5.3-Flashzai-org | 1,642.18 | Effort: maxIndependent result | $0.06 in / $1.60 out/ 1M tokens · Reka · via OpenRouterreka | Result ↗Oct 17, 2026 |
| 11 | Google: Gemini 4 Argongoogle | 1,623.99 | 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 |
| 12 | Claude Haiku 5.5Anthropic | 1,618.33 | Effort: max · MaxIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 13 | DeepSeek: DeepSeek V4.1 Flashdeepseek | 1,600 | Effort: max · MaxIndependent result | $0.09 in / $0.18 out/ 1M tokens · Decart · via OpenRouterdecart/fp4 · quantization=fp4 | Result ↗Oct 17, 2026 |
| 14 | OpenAI: GPT-6.1 Solopenai | 1,593.85 | 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 |
| 15 | Step-5-Previewstepfun-ai | 1,586.63 | Effort not specifiedIndependent result | $1.00 in / $2.70 out/ 1M tokens · DeepInfra | Result ↗Oct 17, 2026 |
| 16 | OpenAI: GPT-6 Astraopenai | 1,572.84 | 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 |
| 17 | Kimi-K3moonshotai | 1,533.13 | Effort: max · MaxIndependent result | $0.27 in / $14.00 out/ 1M tokens · Relace · via OpenRouterrelace/fp4 · quantization=fp4 | Result ↗Oct 17, 2026 |
| 18 | Gemini 3.8 FlashGoogle | 1,436.3 | Effort: high · HighIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 19 | OpenAI: GPT-6 Lunaopenai | 1,431.86 | 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 |
| 20 | Mistral Large 4 PreviewMistral | 1,422.17 | Effort not specifiedIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 21 | Qwen3.8-27BQwen | 1,419.88 | Effort: xhigh · XhighIndependent result | $0.02 in / $0.50 out/ 1M tokens · Tenstorrent · via OpenRoutertenstorrent/fp4 · quantization=fp4 | Result ↗Oct 17, 2026 |
| 22 | Meta: Muse Spark Openmeta | 1,401.12 | Effort: xhigh · XhighIndependent result | $1.25 in / $4.25 out/ 1M tokens · baseten · via Hugging Face | Result ↗Oct 17, 2026 |
| 23 | K2 Horizon 375B A23BInstitute of Foundation Models | 1,360.53 | Effort not specifiedIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 24 | MiniMax-M3MiniMaxAI | 1,242.47 | Effort not specifiedIndependent result | $0.28 in / $1.10 out/ 1M tokens · deepinfra · via Hugging Face | Result ↗Oct 17, 2026 |
| 25 | Reflection: Beam 1.0 501B A23Breflection | 1,177.08 | Effort not specifiedIndependent result | $0.25 in / $1.00 out/ 1M tokens · Nebius · via OpenRouternebius/fp8 · quantization=fp8 | Result ↗Oct 17, 2026 |
| 26 | Nemotron 3.5 Super VLNVIDIA | 1,162.41 | Effort not specifiedIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 27 | Thinking Machines: Inklingthinkingmachines | 1,076.19 | Effort: xhigh · XhighIndependent result | $0.95 in / $4.05 out/ 1M tokens · deepinfra · via Hugging Face | Result ↗Oct 17, 2026 |