Benchmark explorer.
Score × cost
Where performance meets price
AA-LCR · 1M input + 250K output tokens · uncached USD
18 priced resultsPareto frontier
Kimi-K3 ↗88.67% AA-LCR · $2.529 workload · Sail Research · via OpenRouter
Evaluation: Effort: max · Max. Price: $0.504 input / $8.10 output per 1M tokens · sail-research/fp4 · quantization=fp4.
Numbers match the model key. Shared positions show an index range.
Model key Score / workload
- OpenAI: GPT-6 Luna83.33% / $0.1125
- DeepSeek: DeepSeek V4.1 Flash84% / $0.135
- GLM-5.3-Flash80% / $0.1375
- Qwen3.8-27B82% / $0.145
- Reflection: Beam 1.0 501B A23B78% / $0.50
- MiniMax-M383% / $0.555
- Xiaomi: MiMo-V2.6-Pro86.33% / $0.6475
- GLM-5.379.67% / $0.8763
- Step-5-Preview88.33% / $1.675
- Thinking Machines: Inkling77.33% / $1.9625
- OpenAI: GPT-6.1 Sol83% / $2.25
- Google: Gemini 4 Argon79.67% / $2.25
- Meta: Muse Spark Open78.33% / $2.3125
- Kimi-K388.67% / $2.529
- Anthropic: Claude Sonnet 5.582.67% / $4.50
- Anthropic: Claude Opus 5.584.67% / $9.00
- OpenAI: GPT-6 Astra80.67% / $11.25
- Anthropic: Claude Fable 5.185.33% / $22.50
Pareto frontier
- OpenAI: GPT-6 LunaScore83.33%Workload 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 FlashScore84%Workload 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.
- Xiaomi: MiMo-V2.6-ProScore86.33%Workload 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.
- Step-5-PreviewScore88.33%Workload cost$1.675DeepInfraEvaluation: Effort not specified. Price: $1.00 input / $2.70 output per 1M tokens.
- Kimi-K3Score88.67%Workload cost$2.529Sail Research · via OpenRouter · sail-research/fp4 · quantization=fp4Evaluation: Effort: max · Max. Price: $0.504 input / $8.10 output per 1M tokens · sail-research/fp4 · quantization=fp4.
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-LCR | Configuration | API rate / unit | Source |
|---|---|---|---|---|---|
| 1 | Kimi-K3moonshotai | 88.67% | Effort: max · MaxIndependent result | $0.27 in / $14.00 out/ 1M tokens · Relace · via OpenRouterrelace/fp4 · quantization=fp4 | Result ↗Oct 17, 2026 |
| 2 | Step-5-Previewstepfun-ai | 88.33% | Effort not specifiedIndependent result | $1.00 in / $2.70 out/ 1M tokens · DeepInfra | Result ↗Oct 17, 2026 |
| 3 | Xiaomi: MiMo-V2.6-Proxiaomi | 86.33% | Effort not specifiedIndependent result | $0.43 in / $0.87 out/ 1M tokens · DeepInfra · via OpenRouterdeepinfra/fp8 · quantization=fp8 | Result ↗Oct 17, 2026 |
| 4 | Anthropic: Claude Fable 5.1anthropic | 85.33% | Effort: max · Max, Default FallbackIndependent result | $10.00 in / $50.00 out/ 1M tokens · Amazon Bedrock · via OpenRouteramazon-bedrock | Result ↗Oct 17, 2026 |
| 5 | Anthropic: Claude Opus 5.5anthropic | 84.67% | Effort: max · Max, Default FallbackIndependent result | $4.00 in / $20.00 out/ 1M tokens · Amazon Bedrock · via OpenRouteramazon-bedrock | Result ↗Oct 17, 2026 |
| 6 | DeepSeek: DeepSeek V4.1 Flashdeepseek | 84% | Effort: max · MaxIndependent result | $0.09 in / $0.18 out/ 1M tokens · Decart · via OpenRouterdecart/fp4 · quantization=fp4 | Result ↗Oct 17, 2026 |
| 7 | Muse Wonder FullMeta | 83.67% | Effort: max · MaxIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 8 | OpenAI: GPT-6 Lunaopenai | 83.33% | 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 |
| 9 | OpenAI: GPT-6.1 Solopenai | 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 |
| 10 | MiniMax-M3MiniMaxAI | 83% | Effort not specifiedIndependent result | $0.28 in / $1.10 out/ 1M tokens · deepinfra · via Hugging Face | Result ↗Oct 17, 2026 |
| 11 | Claude Haiku 5.5Anthropic | 82.67% | Effort: max · MaxIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 12 | Anthropic: Claude Sonnet 5.5anthropic | 82.67% | Effort: max · Max, Default FallbackIndependent result | $2.00 in / $10.00 out/ 1M tokens · Amazon Bedrock · via OpenRouteramazon-bedrock | Result ↗Oct 17, 2026 |
| 13 | Qwen3.8-27BQwen | 82% | Effort: xhigh · XhighIndependent result | $0.02 in / $0.50 out/ 1M tokens · Tenstorrent · via OpenRoutertenstorrent/fp4 · quantization=fp4 | Result ↗Oct 17, 2026 |
| 14 | Gemini 3.8 FlashGoogle | 81.33% | Effort: high · HighIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 15 | Mistral Large 4 PreviewMistral | 81.33% | Effort not specifiedIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 16 | OpenAI: GPT-6 Astraopenai | 80.67% | 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 |
| 17 | Muse WonderMeta | 80.67% | Effort: max · MaxIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 18 | Qwen3.8 Max (0902)Alibaba | 80.33% | Effort not specifiedIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 19 | GLM-5.3-Flashzai-org | 80% | Effort: maxIndependent result | $0.06 in / $1.60 out/ 1M tokens · Reka · via OpenRouterreka | Result ↗Oct 17, 2026 |
| 20 | K2 Horizon 375B A23BInstitute of Foundation Models | 80% | Effort not specifiedIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 21 | Google: Gemini 4 Argongoogle | 79.67% | 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 |
| 22 | GLM-5.3zai-org | 79.67% | Effort: max · MaxIndependent result | $0.0632 in / $4.40 out/ 1M tokens · Relace · via OpenRouterrelace | Result ↗Oct 17, 2026 |
| 23 | Meta: Muse Spark Openmeta | 78.33% | Effort: xhigh · XhighIndependent result | $1.25 in / $4.25 out/ 1M tokens · baseten · via Hugging Face | Result ↗Oct 17, 2026 |
| 24 | Reflection: Beam 1.0 501B A23Breflection | 78% | Effort not specifiedIndependent result | $0.25 in / $1.00 out/ 1M tokens · Nebius · via OpenRouternebius/fp8 · quantization=fp8 | Result ↗Oct 17, 2026 |
| 25 | Thinking Machines: Inklingthinkingmachines | 77.33% | Effort: xhigh · XhighIndependent result | $0.95 in / $4.05 out/ 1M tokens · deepinfra · via Hugging Face | Result ↗Oct 17, 2026 |
| 26 | Grok 4.7SpaceXAI | 76.67% | Effort: xhigh · XhighIndependent result | See provider quotes | Result ↗Oct 17, 2026 |
| 27 | Nemotron 3.5 Super VLNVIDIA | 69% | Effort not specifiedIndependent result | See provider quotes | Result ↗Oct 17, 2026 |