someaistuff.

Benchmark explorer.

AA-Briefcase1.1 · Higher is better
Source ↗
Method

Artificial Analysis evaluation. Index 4.3.2 collection.

Score × cost

Where performance meets price

AA-Briefcase · 1M input + 250K output tokens · uncached USD

18 priced resultsPareto frontier
Anthropic: Claude Sonnet 5.5 ↗1,817.26 AA-Briefcase · $4.50 workload · Amazon Bedrock · via OpenRouter

Evaluation: Effort: max · Max, Default Fallback. Price: $2.00 input / $10.00 output per 1M tokens · amazon-bedrock.

AA-Briefcase score versus workload cost5001,0001,5002,000$0.10$1$10$100Higher score is betterWorkload cost · USD · log scaleOpenAI: GPT-6 Luna · 1,334.83 AA-Briefcase · $0.1125 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.05 input / $0.25 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.DeepSeek: DeepSeek V4.1 Flash · 1,420.2 AA-Briefcase · $0.135 workload · Decart · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.09 input / $0.18 output per 1M tokens · decart/fp4 · quantization=fp4.GLM-5.3-Flash · 1,453 AA-Briefcase · $0.1375 workload · DeepInfra · via OpenRouter · Evaluation: Effort: max. Price: $0.075 input / $0.25 output per 1M tokens · deepinfra/fp4 · quantization=fp4.Qwen3.8-27B · 1,395.27 AA-Briefcase · $0.145 workload · Tenstorrent · via OpenRouter · Evaluation: Effort: xhigh · Xhigh. Price: $0.02 input / $0.50 output per 1M tokens · tenstorrent/fp4 · quantization=fp4.Reflection: Beam 1.0 501B A23B · 976.2 AA-Briefcase · $0.50 workload · Nebius · via OpenRouter · Evaluation: Effort not specified. Price: $0.25 input / $1.00 output per 1M tokens · nebius/fp8 · quantization=fp8.MiniMax-M3 · 1,090.37 AA-Briefcase · $0.555 workload · deepinfra · via Hugging Face · Evaluation: Effort not specified. Price: $0.28 input / $1.10 output per 1M tokens.Xiaomi: MiMo-V2.6-Pro · 1,514.66 AA-Briefcase · $0.6475 workload · DeepInfra · via OpenRouter · Evaluation: Effort not specified. Price: $0.43 input / $0.87 output per 1M tokens · deepinfra/fp8 · quantization=fp8.GLM-5.3 · 1,506.86 AA-Briefcase · $0.8763 workload · Sail Research · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.50 input / $1.505 output per 1M tokens · sail-research/us · quantization=fp8.Step-5-Preview · 1,424.32 AA-Briefcase · $1.675 workload · DeepInfra · Evaluation: Effort not specified. Price: $1.00 input / $2.70 output per 1M tokens.Thinking Machines: Inkling · 832.43 AA-Briefcase · $1.9625 workload · deepinfra · via Hugging Face · Evaluation: Effort: xhigh · Xhigh. Price: $0.95 input / $4.05 output per 1M tokens.OpenAI: GPT-6.1 Sol · 1,557 AA-Briefcase · $2.25 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $1.00 input / $5.00 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.Google: Gemini 4 Argon · 1,486.44 AA-Briefcase · $2.25 workload · Google AI Studio · via OpenRouter · Evaluation: Effort: high · High. Price: $1.00 input / $5.00 output per 1M tokens · google-ai-studio/flex · tier=flex.Meta: Muse Spark Open · 1,279.25 AA-Briefcase · $2.3125 workload · baseten · via Hugging Face · Evaluation: Effort: xhigh · Xhigh. Price: $1.25 input / $4.25 output per 1M tokens.Kimi-K3 · 1,499.8 AA-Briefcase · $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.Anthropic: Claude Sonnet 5.5 · 1,817.26 AA-Briefcase · $4.50 workload · Amazon Bedrock · via OpenRouter · Evaluation: Effort: max · Max, Default Fallback. Price: $2.00 input / $10.00 output per 1M tokens · amazon-bedrock.Anthropic: Claude Opus 5.5 · 1,802.99 AA-Briefcase · $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.OpenAI: GPT-6 Astra · 1,568.99 AA-Briefcase · $11.25 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $5.00 input / $25.00 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.Anthropic: Claude Fable 5.1 · 1,672.26 AA-Briefcase · $22.50 workload · Amazon Bedrock · via OpenRouter · Evaluation: Effort: max · Max, Default Fallback. Price: $10.00 input / $50.00 output per 1M tokens · amazon-bedrock.OpenAI: GPT-6 Luna · 1,334.83 AA-Briefcase · $0.1125 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.05 input / $0.25 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.1DeepSeek: DeepSeek V4.1 Flash · 1,420.2 AA-Briefcase · $0.135 workload · Decart · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.09 input / $0.18 output per 1M tokens · decart/fp4 · quantization=fp4.2GLM-5.3-Flash · 1,453 AA-Briefcase · $0.1375 workload · DeepInfra · via OpenRouter · Evaluation: Effort: max. Price: $0.075 input / $0.25 output per 1M tokens · deepinfra/fp4 · quantization=fp4.3Qwen3.8-27B · 1,395.27 AA-Briefcase · $0.145 workload · Tenstorrent · via OpenRouter · Evaluation: Effort: xhigh · Xhigh. Price: $0.02 input / $0.50 output per 1M tokens · tenstorrent/fp4 · quantization=fp4.4Reflection: Beam 1.0 501B A23B · 976.2 AA-Briefcase · $0.50 workload · Nebius · via OpenRouter · Evaluation: Effort not specified. Price: $0.25 input / $1.00 output per 1M tokens · nebius/fp8 · quantization=fp8.5MiniMax-M3 · 1,090.37 AA-Briefcase · $0.555 workload · deepinfra · via Hugging Face · Evaluation: Effort not specified. Price: $0.28 input / $1.10 output per 1M tokens.6Xiaomi: MiMo-V2.6-Pro · 1,514.66 AA-Briefcase · $0.6475 workload · DeepInfra · via OpenRouter · Evaluation: Effort not specified. Price: $0.43 input / $0.87 output per 1M tokens · deepinfra/fp8 · quantization=fp8.7GLM-5.3 · 1,506.86 AA-Briefcase · $0.8763 workload · Sail Research · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.50 input / $1.505 output per 1M tokens · sail-research/us · quantization=fp8.8Step-5-Preview · 1,424.32 AA-Briefcase · $1.675 workload · DeepInfra · Evaluation: Effort not specified. Price: $1.00 input / $2.70 output per 1M tokens.9Thinking Machines: Inkling · 832.43 AA-Briefcase · $1.9625 workload · deepinfra · via Hugging Face · Evaluation: Effort: xhigh · Xhigh. Price: $0.95 input / $4.05 output per 1M tokens.10OpenAI: GPT-6.1 Sol · 1,557 AA-Briefcase · $2.25 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $1.00 input / $5.00 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.11Google: Gemini 4 Argon · 1,486.44 AA-Briefcase · $2.25 workload · Google AI Studio · via OpenRouter · Evaluation: Effort: high · High. Price: $1.00 input / $5.00 output per 1M tokens · google-ai-studio/flex · tier=flex.12Meta: Muse Spark Open · 1,279.25 AA-Briefcase · $2.3125 workload · baseten · via Hugging Face · Evaluation: Effort: xhigh · Xhigh. Price: $1.25 input / $4.25 output per 1M tokens.13Kimi-K3 · 1,499.8 AA-Briefcase · $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=fp4.14Anthropic: Claude Sonnet 5.5 · 1,817.26 AA-Briefcase · $4.50 workload · Amazon Bedrock · via OpenRouter · Evaluation: Effort: max · Max, Default Fallback. Price: $2.00 input / $10.00 output per 1M tokens · amazon-bedrock.15Anthropic: Claude Opus 5.5 · 1,802.99 AA-Briefcase · $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.16OpenAI: GPT-6 Astra · 1,568.99 AA-Briefcase · $11.25 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $5.00 input / $25.00 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.17Anthropic: Claude Fable 5.1 · 1,672.26 AA-Briefcase · $22.50 workload · Amazon Bedrock · via OpenRouter · Evaluation: Effort: max · Max, Default Fallback. Price: $10.00 input / $50.00 output per 1M tokens · amazon-bedrock.18AA-Briefcase score versus workload cost5001,0001,5002,000$0.10$1$10$100Higher score is betterWorkload cost · USD · log scaleOpenAI: GPT-6 Luna · 1,334.83 AA-Briefcase · $0.1125 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.05 input / $0.25 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.DeepSeek: DeepSeek V4.1 Flash · 1,420.2 AA-Briefcase · $0.135 workload · Decart · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.09 input / $0.18 output per 1M tokens · decart/fp4 · quantization=fp4.GLM-5.3-Flash · 1,453 AA-Briefcase · $0.1375 workload · DeepInfra · via OpenRouter · Evaluation: Effort: max. Price: $0.075 input / $0.25 output per 1M tokens · deepinfra/fp4 · quantization=fp4.Qwen3.8-27B · 1,395.27 AA-Briefcase · $0.145 workload · Tenstorrent · via OpenRouter · Evaluation: Effort: xhigh · Xhigh. Price: $0.02 input / $0.50 output per 1M tokens · tenstorrent/fp4 · quantization=fp4.Reflection: Beam 1.0 501B A23B · 976.2 AA-Briefcase · $0.50 workload · Nebius · via OpenRouter · Evaluation: Effort not specified. Price: $0.25 input / $1.00 output per 1M tokens · nebius/fp8 · quantization=fp8.MiniMax-M3 · 1,090.37 AA-Briefcase · $0.555 workload · deepinfra · via Hugging Face · Evaluation: Effort not specified. Price: $0.28 input / $1.10 output per 1M tokens.Xiaomi: MiMo-V2.6-Pro · 1,514.66 AA-Briefcase · $0.6475 workload · DeepInfra · via OpenRouter · Evaluation: Effort not specified. Price: $0.43 input / $0.87 output per 1M tokens · deepinfra/fp8 · quantization=fp8.GLM-5.3 · 1,506.86 AA-Briefcase · $0.8763 workload · Sail Research · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.50 input / $1.505 output per 1M tokens · sail-research/us · quantization=fp8.Step-5-Preview · 1,424.32 AA-Briefcase · $1.675 workload · DeepInfra · Evaluation: Effort not specified. Price: $1.00 input / $2.70 output per 1M tokens.Thinking Machines: Inkling · 832.43 AA-Briefcase · $1.9625 workload · deepinfra · via Hugging Face · Evaluation: Effort: xhigh · Xhigh. Price: $0.95 input / $4.05 output per 1M tokens.OpenAI: GPT-6.1 Sol · 1,557 AA-Briefcase · $2.25 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $1.00 input / $5.00 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.Google: Gemini 4 Argon · 1,486.44 AA-Briefcase · $2.25 workload · Google AI Studio · via OpenRouter · Evaluation: Effort: high · High. Price: $1.00 input / $5.00 output per 1M tokens · google-ai-studio/flex · tier=flex.Meta: Muse Spark Open · 1,279.25 AA-Briefcase · $2.3125 workload · baseten · via Hugging Face · Evaluation: Effort: xhigh · Xhigh. Price: $1.25 input / $4.25 output per 1M tokens.Kimi-K3 · 1,499.8 AA-Briefcase · $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.Anthropic: Claude Sonnet 5.5 · 1,817.26 AA-Briefcase · $4.50 workload · Amazon Bedrock · via OpenRouter · Evaluation: Effort: max · Max, Default Fallback. Price: $2.00 input / $10.00 output per 1M tokens · amazon-bedrock.Anthropic: Claude Opus 5.5 · 1,802.99 AA-Briefcase · $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.OpenAI: GPT-6 Astra · 1,568.99 AA-Briefcase · $11.25 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $5.00 input / $25.00 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.Anthropic: Claude Fable 5.1 · 1,672.26 AA-Briefcase · $22.50 workload · Amazon Bedrock · via OpenRouter · Evaluation: Effort: max · Max, Default Fallback. Price: $10.00 input / $50.00 output per 1M tokens · amazon-bedrock.OpenAI: GPT-6 Luna · 1,334.83 AA-Briefcase · $0.1125 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.05 input / $0.25 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.1DeepSeek: DeepSeek V4.1 Flash · 1,420.2 AA-Briefcase · $0.135 workload · Decart · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.09 input / $0.18 output per 1M tokens · decart/fp4 · quantization=fp4.2GLM-5.3-Flash · 1,453 AA-Briefcase · $0.1375 workload · DeepInfra · via OpenRouter · Evaluation: Effort: max. Price: $0.075 input / $0.25 output per 1M tokens · deepinfra/fp4 · quantization=fp4.3Qwen3.8-27B · 1,395.27 AA-Briefcase · $0.145 workload · Tenstorrent · via OpenRouter · Evaluation: Effort: xhigh · Xhigh. Price: $0.02 input / $0.50 output per 1M tokens · tenstorrent/fp4 · quantization=fp4.4Reflection: Beam 1.0 501B A23B · 976.2 AA-Briefcase · $0.50 workload · Nebius · via OpenRouter · Evaluation: Effort not specified. Price: $0.25 input / $1.00 output per 1M tokens · nebius/fp8 · quantization=fp8.5MiniMax-M3 · 1,090.37 AA-Briefcase · $0.555 workload · deepinfra · via Hugging Face · Evaluation: Effort not specified. Price: $0.28 input / $1.10 output per 1M tokens.6Xiaomi: MiMo-V2.6-Pro · 1,514.66 AA-Briefcase · $0.6475 workload · DeepInfra · via OpenRouter · Evaluation: Effort not specified. Price: $0.43 input / $0.87 output per 1M tokens · deepinfra/fp8 · quantization=fp8.7GLM-5.3 · 1,506.86 AA-Briefcase · $0.8763 workload · Sail Research · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.50 input / $1.505 output per 1M tokens · sail-research/us · quantization=fp8.8Step-5-Preview · 1,424.32 AA-Briefcase · $1.675 workload · DeepInfra · Evaluation: Effort not specified. Price: $1.00 input / $2.70 output per 1M tokens.9Thinking Machines: Inkling · 832.43 AA-Briefcase · $1.9625 workload · deepinfra · via Hugging Face · Evaluation: Effort: xhigh · Xhigh. Price: $0.95 input / $4.05 output per 1M tokens.10OpenAI: GPT-6.1 Sol · 1,557 AA-Briefcase · $2.25 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $1.00 input / $5.00 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.11Google: Gemini 4 Argon · 1,486.44 AA-Briefcase · $2.25 workload · Google AI Studio · via OpenRouter · Evaluation: Effort: high · High. Price: $1.00 input / $5.00 output per 1M tokens · google-ai-studio/flex · tier=flex.12Meta: Muse Spark Open · 1,279.25 AA-Briefcase · $2.3125 workload · baseten · via Hugging Face · Evaluation: Effort: xhigh · Xhigh. Price: $1.25 input / $4.25 output per 1M tokens.13Kimi-K3 · 1,499.8 AA-Briefcase · $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=fp4.14Anthropic: Claude Sonnet 5.5 · 1,817.26 AA-Briefcase · $4.50 workload · Amazon Bedrock · via OpenRouter · Evaluation: Effort: max · Max, Default Fallback. Price: $2.00 input / $10.00 output per 1M tokens · amazon-bedrock.15Anthropic: Claude Opus 5.5 · 1,802.99 AA-Briefcase · $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.16OpenAI: GPT-6 Astra · 1,568.99 AA-Briefcase · $11.25 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $5.00 input / $25.00 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.17Anthropic: Claude Fable 5.1 · 1,672.26 AA-Briefcase · $22.50 workload · Amazon Bedrock · via OpenRouter · Evaluation: Effort: max · Max, Default Fallback. Price: $10.00 input / $50.00 output per 1M tokens · amazon-bedrock.18AA-Briefcase score versus workload cost5001,0001,5002,000$0.10$1$10$100Higher score is betterWorkload cost · USD · log scaleOpenAI: GPT-6 Luna · 1,334.83 AA-Briefcase · $0.1125 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.05 input / $0.25 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.DeepSeek: DeepSeek V4.1 Flash · 1,420.2 AA-Briefcase · $0.135 workload · Decart · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.09 input / $0.18 output per 1M tokens · decart/fp4 · quantization=fp4.GLM-5.3-Flash · 1,453 AA-Briefcase · $0.1375 workload · DeepInfra · via OpenRouter · Evaluation: Effort: max. Price: $0.075 input / $0.25 output per 1M tokens · deepinfra/fp4 · quantization=fp4.Qwen3.8-27B · 1,395.27 AA-Briefcase · $0.145 workload · Tenstorrent · via OpenRouter · Evaluation: Effort: xhigh · Xhigh. Price: $0.02 input / $0.50 output per 1M tokens · tenstorrent/fp4 · quantization=fp4.Reflection: Beam 1.0 501B A23B · 976.2 AA-Briefcase · $0.50 workload · Nebius · via OpenRouter · Evaluation: Effort not specified. Price: $0.25 input / $1.00 output per 1M tokens · nebius/fp8 · quantization=fp8.MiniMax-M3 · 1,090.37 AA-Briefcase · $0.555 workload · deepinfra · via Hugging Face · Evaluation: Effort not specified. Price: $0.28 input / $1.10 output per 1M tokens.Xiaomi: MiMo-V2.6-Pro · 1,514.66 AA-Briefcase · $0.6475 workload · DeepInfra · via OpenRouter · Evaluation: Effort not specified. Price: $0.43 input / $0.87 output per 1M tokens · deepinfra/fp8 · quantization=fp8.GLM-5.3 · 1,506.86 AA-Briefcase · $0.8763 workload · Sail Research · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.50 input / $1.505 output per 1M tokens · sail-research/us · quantization=fp8.Step-5-Preview · 1,424.32 AA-Briefcase · $1.675 workload · DeepInfra · Evaluation: Effort not specified. Price: $1.00 input / $2.70 output per 1M tokens.Thinking Machines: Inkling · 832.43 AA-Briefcase · $1.9625 workload · deepinfra · via Hugging Face · Evaluation: Effort: xhigh · Xhigh. Price: $0.95 input / $4.05 output per 1M tokens.OpenAI: GPT-6.1 Sol · 1,557 AA-Briefcase · $2.25 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $1.00 input / $5.00 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.Google: Gemini 4 Argon · 1,486.44 AA-Briefcase · $2.25 workload · Google AI Studio · via OpenRouter · Evaluation: Effort: high · High. Price: $1.00 input / $5.00 output per 1M tokens · google-ai-studio/flex · tier=flex.Meta: Muse Spark Open · 1,279.25 AA-Briefcase · $2.3125 workload · baseten · via Hugging Face · Evaluation: Effort: xhigh · Xhigh. Price: $1.25 input / $4.25 output per 1M tokens.Kimi-K3 · 1,499.8 AA-Briefcase · $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.Anthropic: Claude Sonnet 5.5 · 1,817.26 AA-Briefcase · $4.50 workload · Amazon Bedrock · via OpenRouter · Evaluation: Effort: max · Max, Default Fallback. Price: $2.00 input / $10.00 output per 1M tokens · amazon-bedrock.Anthropic: Claude Opus 5.5 · 1,802.99 AA-Briefcase · $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.OpenAI: GPT-6 Astra · 1,568.99 AA-Briefcase · $11.25 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $5.00 input / $25.00 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.Anthropic: Claude Fable 5.1 · 1,672.26 AA-Briefcase · $22.50 workload · Amazon Bedrock · via OpenRouter · Evaluation: Effort: max · Max, Default Fallback. Price: $10.00 input / $50.00 output per 1M tokens · amazon-bedrock.OpenAI: GPT-6 Luna · 1,334.83 AA-Briefcase · $0.1125 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.05 input / $0.25 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.1DeepSeek: DeepSeek V4.1 Flash · 1,420.2 AA-Briefcase · $0.135 workload · Decart · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.09 input / $0.18 output per 1M tokens · decart/fp4 · quantization=fp4.2GLM-5.3-Flash · 1,453 AA-Briefcase · $0.1375 workload · DeepInfra · via OpenRouter · Evaluation: Effort: max. Price: $0.075 input / $0.25 output per 1M tokens · deepinfra/fp4 · quantization=fp4.3Qwen3.8-27B · 1,395.27 AA-Briefcase · $0.145 workload · Tenstorrent · via OpenRouter · Evaluation: Effort: xhigh · Xhigh. Price: $0.02 input / $0.50 output per 1M tokens · tenstorrent/fp4 · quantization=fp4.4Reflection: Beam 1.0 501B A23B · 976.2 AA-Briefcase · $0.50 workload · Nebius · via OpenRouter · Evaluation: Effort not specified. Price: $0.25 input / $1.00 output per 1M tokens · nebius/fp8 · quantization=fp8.5MiniMax-M3 · 1,090.37 AA-Briefcase · $0.555 workload · deepinfra · via Hugging Face · Evaluation: Effort not specified. Price: $0.28 input / $1.10 output per 1M tokens.6Xiaomi: MiMo-V2.6-Pro · 1,514.66 AA-Briefcase · $0.6475 workload · DeepInfra · via OpenRouter · Evaluation: Effort not specified. Price: $0.43 input / $0.87 output per 1M tokens · deepinfra/fp8 · quantization=fp8.7GLM-5.3 · 1,506.86 AA-Briefcase · $0.8763 workload · Sail Research · via OpenRouter · Evaluation: Effort: max · Max. Price: $0.50 input / $1.505 output per 1M tokens · sail-research/us · quantization=fp8.8Step-5-Preview · 1,424.32 AA-Briefcase · $1.675 workload · DeepInfra · Evaluation: Effort not specified. Price: $1.00 input / $2.70 output per 1M tokens.9Thinking Machines: Inkling · 832.43 AA-Briefcase · $1.9625 workload · deepinfra · via Hugging Face · Evaluation: Effort: xhigh · Xhigh. Price: $0.95 input / $4.05 output per 1M tokens.10OpenAI: GPT-6.1 Sol · 1,557 AA-Briefcase · $2.25 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $1.00 input / $5.00 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.11Google: Gemini 4 Argon · 1,486.44 AA-Briefcase · $2.25 workload · Google AI Studio · via OpenRouter · Evaluation: Effort: high · High. Price: $1.00 input / $5.00 output per 1M tokens · google-ai-studio/flex · tier=flex.12Meta: Muse Spark Open · 1,279.25 AA-Briefcase · $2.3125 workload · baseten · via Hugging Face · Evaluation: Effort: xhigh · Xhigh. Price: $1.25 input / $4.25 output per 1M tokens.13Kimi-K3 · 1,499.8 AA-Briefcase · $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=fp4.14Anthropic: Claude Sonnet 5.5 · 1,817.26 AA-Briefcase · $4.50 workload · Amazon Bedrock · via OpenRouter · Evaluation: Effort: max · Max, Default Fallback. Price: $2.00 input / $10.00 output per 1M tokens · amazon-bedrock.15Anthropic: Claude Opus 5.5 · 1,802.99 AA-Briefcase · $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.16OpenAI: GPT-6 Astra · 1,568.99 AA-Briefcase · $11.25 workload · OpenAI · via OpenRouter · Evaluation: Effort: max · Max. Price: $5.00 input / $25.00 output per 1M tokens · openai/flex · tier=flex · prompt ≤ 272000 tokens.17Anthropic: Claude Fable 5.1 · 1,672.26 AA-Briefcase · $22.50 workload · Amazon Bedrock · via OpenRouter · Evaluation: Effort: max · Max, Default Fallback. Price: $10.00 input / $50.00 output per 1M tokens · amazon-bedrock.18

Numbers match the model key. Shared positions show an index range.

Model key Score / workload

  1. OpenAI: GPT-6 Luna1,334.83 / $0.1125
  2. DeepSeek: DeepSeek V4.1 Flash1,420.2 / $0.135
  3. GLM-5.3-Flash1,453 / $0.1375
  4. Qwen3.8-27B1,395.27 / $0.145
  5. Reflection: Beam 1.0 501B A23B976.2 / $0.50
  6. MiniMax-M31,090.37 / $0.555
  7. Xiaomi: MiMo-V2.6-Pro1,514.66 / $0.6475
  8. GLM-5.31,506.86 / $0.8763
  9. Step-5-Preview1,424.32 / $1.675
  10. Thinking Machines: Inkling832.43 / $1.9625
  11. OpenAI: GPT-6.1 Sol1,557 / $2.25
  12. Google: Gemini 4 Argon1,486.44 / $2.25
  13. Meta: Muse Spark Open1,279.25 / $2.3125
  14. Kimi-K31,499.8 / $2.529
  15. Anthropic: Claude Sonnet 5.51,817.26 / $4.50
  16. Anthropic: Claude Opus 5.51,802.99 / $9.00
  17. OpenAI: GPT-6 Astra1,568.99 / $11.25
  18. Anthropic: Claude Fable 5.11,672.26 / $22.50

Pareto frontier

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.

27 results · elo

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AA-Briefcase results, configurations and model prices
#ModelAA-BriefcaseConfigurationAPI rate / unitSource
1Anthropic: Claude Sonnet 5.5anthropic1,817.26Effort: max · Max, Default FallbackIndependent result$2.00 in / $10.00 out/ 1M tokens · Amazon Bedrock · via OpenRouteramazon-bedrockResult ↗Oct 18, 2026
2Anthropic: Claude Opus 5.5anthropic1,802.99Effort: max · Max, Default FallbackIndependent result$4.00 in / $20.00 out/ 1M tokens · Amazon Bedrock · via OpenRouteramazon-bedrockResult ↗Oct 18, 2026
3Muse Wonder FullMeta1,729.32Effort: max · MaxIndependent resultSee provider quotesResult ↗Oct 18, 2026
4Anthropic: Claude Fable 5.1anthropic1,672.26Effort: max · Max, Default FallbackIndependent result$10.00 in / $50.00 out/ 1M tokens · Amazon Bedrock · via OpenRouteramazon-bedrockResult ↗Oct 18, 2026
5Muse WonderMeta1,658.65Effort: max · MaxIndependent resultSee provider quotesResult ↗Oct 18, 2026
6Grok 4.7SpaceXAI1,641.75Effort: xhigh · XhighIndependent resultSee provider quotesResult ↗Oct 18, 2026
7Qwen3.8 Max (0902)Alibaba1,612.8Effort not specifiedIndependent resultSee provider quotesResult ↗Oct 18, 2026
8Claude Haiku 5.5Anthropic1,576.85Effort: max · MaxIndependent resultSee provider quotesResult ↗Oct 18, 2026
9OpenAI: GPT-6 Astraopenai1,568.99Effort: max · MaxIndependent result$5.00 in / $25.00 out/ 1M tokens · OpenAI · via OpenRouteropenai/flex · tier=flex · prompt ≤ 272000 tokensResult ↗Oct 18, 2026
10OpenAI: GPT-6.1 Solopenai1,557Effort: max · MaxIndependent result$1.00 in / $5.00 out/ 1M tokens · OpenAI · via OpenRouteropenai/flex · tier=flex · prompt ≤ 272000 tokensResult ↗Oct 18, 2026
11Xiaomi: MiMo-V2.6-Proxiaomi1,514.66Effort not specifiedIndependent result$0.43 in / $0.87 out/ 1M tokens · DeepInfra · via OpenRouterdeepinfra/fp8 · quantization=fp8Result ↗Oct 18, 2026
12GLM-5.3zai-org1,506.86Effort: max · MaxIndependent result$0.0632 in / $4.40 out/ 1M tokens · Relace · via OpenRouterrelaceResult ↗Oct 18, 2026
13Kimi-K3moonshotai1,499.8Effort: max · MaxIndependent result$0.27 in / $14.00 out/ 1M tokens · Relace · via OpenRouterrelace/fp4 · quantization=fp4Result ↗Oct 18, 2026
14Google: Gemini 4 Argongoogle1,486.44Effort: high · HighIndependent result$1.00 in / $5.00 out/ 1M tokens · Google AI Studio · via OpenRoutergoogle-ai-studio/flex · tier=flexResult ↗Oct 18, 2026
15GLM-5.3-Flashzai-org1,453Effort: maxIndependent result$0.06 in / $1.60 out/ 1M tokens · Reka · via OpenRouterrekaResult ↗Oct 18, 2026
16Step-5-Previewstepfun-ai1,424.32Effort not specifiedIndependent result$1.00 in / $2.70 out/ 1M tokens · DeepInfraResult ↗Oct 18, 2026
17DeepSeek: DeepSeek V4.1 Flashdeepseek1,420.2Effort: max · MaxIndependent result$0.09 in / $0.18 out/ 1M tokens · Decart · via OpenRouterdecart/fp4 · quantization=fp4Result ↗Oct 18, 2026
18Qwen3.8-27BQwen1,395.27Effort: xhigh · XhighIndependent result$0.02 in / $0.50 out/ 1M tokens · Tenstorrent · via OpenRoutertenstorrent/fp4 · quantization=fp4Result ↗Oct 18, 2026
19Mistral Large 4 PreviewMistral1,391.97Effort not specifiedIndependent resultSee provider quotesResult ↗Oct 18, 2026
20OpenAI: GPT-6 Lunaopenai1,334.83Effort: max · MaxIndependent result$0.05 in / $0.25 out/ 1M tokens · OpenAI · via OpenRouteropenai/flex · tier=flex · prompt ≤ 272000 tokensResult ↗Oct 18, 2026
21K2 Horizon 375B A23BInstitute of Foundation Models1,295.77Effort not specifiedIndependent resultSee provider quotesResult ↗Oct 18, 2026
22Meta: Muse Spark Openmeta1,279.25Effort: xhigh · XhighIndependent result$1.25 in / $4.25 out/ 1M tokens · baseten · via Hugging FaceResult ↗Oct 18, 2026
23Gemini 3.8 FlashGoogle1,202.59Effort: high · HighIndependent resultSee provider quotesResult ↗Oct 18, 2026
24MiniMax-M3MiniMaxAI1,090.37Effort not specifiedIndependent result$0.28 in / $1.10 out/ 1M tokens · deepinfra · via Hugging FaceResult ↗Oct 18, 2026
25Nemotron 3.5 Super VLNVIDIA998.76Effort not specifiedIndependent resultSee provider quotesResult ↗Oct 18, 2026
26Reflection: Beam 1.0 501B A23Breflection976.2Effort not specifiedIndependent result$0.25 in / $1.00 out/ 1M tokens · Nebius · via OpenRouternebius/fp8 · quantization=fp8Result ↗Oct 18, 2026
27Thinking Machines: Inklingthinkingmachines832.43Effort: xhigh · XhighIndependent result$0.95 in / $4.05 out/ 1M tokens · deepinfra · via Hugging FaceResult ↗Oct 18, 2026