Cheese Frontier
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THE MODEL DIRECTORY / 432

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Recent snapshotData snapshot cf-1.3

432 Models

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Anthropic

Claude Opus 5.5

MathematicsMultimodal
Cheese Index78.5Cheese Index
Input / output$4 / $20USD / 1M tokens
6 / 13Measured dimensions
Google

Gemini 4 Argon

MathematicsReasoning
Cheese Index78.3Cheese Index
Input / output$2 / $10USD / 1M tokens
5 / 13Measured dimensions
OpenAI

GPT-6.1 Sol

MathematicsReasoning
Cheese Index77.2Cheese Index
Input / output$2 / $10USD / 1M tokens
6 / 13Measured dimensions
OpenAI

GPT-6.1 Terra

MathematicsMultimodal
Cheese Index76.7Cheese Index
Input / output$1 / $5USD / 1M tokens
5 / 13Measured dimensions
Google

Gemini 4 Carbon

KnowledgeCoding
Cheese Index76.5Cheese Index
Input / output$2 / $10USD / 1M tokens
3 / 13Measured dimensions
Anthropic

Claude Fable 5

Mathematicsswe
Cheese Index76.5Cheese Index
Input / output$10 / $50USD / 1M tokens
9 / 13Measured dimensions
Anthropic

Claude Opus 5

MathematicsMultimodal
Cheese Index76.2Cheese Index
Input / output$5 / $25USD / 1M tokens
7 / 13Measured dimensions
OpenAI

GPT-5.6 Sol

Mathematicsgpqa
Cheese Index75.8Cheese Index
Input / output$4 / $20USD / 1M tokens
8 / 13Measured dimensions
Anthropic

Claude Fable 5.1

MathematicsKnowledge
Cheese Index75.3Cheese Index
Input / output$10 / $50USD / 1M tokens
6 / 13Measured dimensions
OpenAI

GPT-6 Astra

Mathematicsgpqa
Cheese Index73.8Cheese Index
Input / output$10 / $50USD / 1M tokens
7 / 13Measured dimensions
Moonshot AI

Kimi K3.1 Pro

Multimodalgpqa
Cheese Index73.2Cheese Index
Input / output$2 / $10USD / 1M tokens
6 / 13Measured dimensions
Alibaba Cloud / Qwen Team

Qwen3.8-27B

gpqaInstructions
Cheese Index73.0Cheese Index
Input / outputPrice unknownNot published
8 / 13Measured dimensions
OpenAI

GPT-5.5 Pro

MathematicsReasoning
Cheese Index72.8Cheese Index
Input / output$30 / $180USD / 1M tokens
3 / 13Measured dimensions
OpenAI

GPT-5.6 Terra

gpqaMathematics
Cheese Index71.8Cheese Index
Input / output$2 / $12USD / 1M tokens
8 / 13Measured dimensions
Meta

Muse Spark 1.3

ReasoningMathematics
Cheese Index71.6Cheese Index
Input / output$1.25 / $4.25USD / 1M tokens
5 / 13Measured dimensions
Alibaba

Qwen3 235B 2507

MultilingualKnowledge
Cheese Index71.0Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Qwen

Qwen3.7 Max

MultilingualInstructions
Cheese Index70.8Cheese Index
Input / output$1.25 / $3.75USD / 1M tokens
11 / 13Measured dimensions
OpenAI

GPT-5.5

gpqaInstructions
Cheese Index70.5Cheese Index
Input / output$5 / $30USD / 1M tokens
10 / 13Measured dimensions
Dots Studio

dots3-note Preview

InstructionsMultimodal
Cheese Index70.5Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
Zhipu AI

GLM-5.3

ReasoningMathematics
Cheese Index69.5Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
xiaomi

MiMo-V2.5-Pro

InstructionsReasoning
Cheese Index69.5Cheese Index
Input / output$0.435 / $0.87USD / 1M tokens
8 / 13Measured dimensions
Alibaba Cloud / Qwen Team

Qwen3.8 Max

Instructionsgpqa
Cheese Index69.2Cheese Index
Input / output$1.65 / $4.951USD / 1M tokens
9 / 13Measured dimensions
Google

Gemini 3.8 Flash

MultimodalReasoning
Cheese Index69.1Cheese Index
Input / output$0.75 / $3.75USD / 1M tokens
6 / 13Measured dimensions
xAI

Grok 4.6

MathematicsAgent workflows
Cheese Index68.8Cheese Index
Input / output$2 / $6USD / 1M tokens
5 / 13Measured dimensions
OpenAI

GPT-5.4 Pro

MathematicsReasoning
Cheese Index68.2Cheese Index
Input / output$30 / $180USD / 1M tokens
2 / 13Measured dimensions
moonshotai

Kimi K3

gpqaMultimodal
Cheese Index68.1Cheese Index
Input / output$3 / $15USD / 1M tokens
8 / 13Measured dimensions
InternScience

Sage-A1.5

InstructionsReasoning
Cheese Index68.0Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
Anthropic

Claude 4.1 Opus Thinking

ReasoningInstructions
Cheese Index68.0Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Anthropic

Claude 4 Opus Thinking

ReasoningKnowledge
Cheese Index68.0Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Anthropic

Claude Opus 4.6

gpqaswe
Cheese Index67.3Cheese Index
Input / output$5 / $25USD / 1M tokens
11 / 13Measured dimensions
Anthropic

Claude Opus 4.8

gpqaswe
Cheese Index66.4Cheese Index
Input / output$5 / $25USD / 1M tokens
11 / 13Measured dimensions
OpenAI

GPT-5.2 Pro

gpqahle
Cheese Index66.2Cheese Index
Input / output$21 / $168USD / 1M tokens
2 / 13Measured dimensions
Meta

Muse Wonder Full

ReasoningKnowledge
Cheese Index65.6Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Alibaba Cloud / Qwen Team

Qwen3.7 Plus

MultilingualInstructions
Cheese Index65.0Cheese Index
Input / outputPrice unknownNot published
12 / 13Measured dimensions
Z.AI

GLM-5-Turbo

InstructionsReasoning
Cheese Index65.0Cheese Index
Input / output$1.2 / $4USD / 1M tokens
3 / 13Measured dimensions
Anthropic

Claude Sonnet 5.5

MathematicsMultimodal
Cheese Index65.0Cheese Index
Input / output$2 / $10USD / 1M tokens
6 / 13Measured dimensions
OpenAI

GPT-5.6 Luna

gpqaMathematics
Cheese Index64.7Cheese Index
Input / output$0.2 / $1.2USD / 1M tokens
7 / 13Measured dimensions
Recursive

Flint

InstructionsCoding
Cheese Index64.2Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Alibaba Cloud / Qwen Team

Qwen3.5-4B

gpqaReasoning
Cheese Index64.0Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
Thinking Machines Lab

Inkling-Small

Instructionsgpqa
Cheese Index63.7Cheese Index
Input / output$0.58 / $1.44USD / 1M tokens
11 / 13Measured dimensions
InclusionAI

Ling 3.1 Flash

ReasoningAgent workflows
Cheese Index63.4Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Google

Gemini 3.7 Flash

MultimodalReasoning
Cheese Index63.3Cheese Index
Input / output$0.75 / $3.75USD / 1M tokens
6 / 13Measured dimensions
Alibaba Cloud / Qwen Team

Qwen3.8 Omni Flash

InstructionsMultimodal
Cheese Index63.0Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
Google

Gemini 3.1 Pro

gpqaInstructions
Cheese Index62.4Cheese Index
Input / output$2 / $12USD / 1M tokens
11 / 13Measured dimensions
Anthropic

Claude Opus 4.7 (Adaptive)

gpqaswe
Cheese Index62.4Cheese Index
Input / output$5 / $25USD / 1M tokens
9 / 13Measured dimensions
Thinking Machines Lab

Inkling

InstructionsReasoning
Cheese Index62.2Cheese Index
Input / output$1.87 / $4.68USD / 1M tokens
9 / 13Measured dimensions
DeepSeek

DeepSeek V4.1 Flash 1017

ReasoningMultimodal
Cheese Index62.2Cheese Index
Input / output$0.3 / $1.2USD / 1M tokens
7 / 13Measured dimensions
DeepSeek

DeepSeek V4.1 Flash

gpqaReasoning
Cheese Index62.1Cheese Index
Input / output$0.3 / $1.2USD / 1M tokens
8 / 13Measured dimensions
xAI

Grok 4.7

Agent workflowsCoding
Cheese Index62.0Cheese Index
Input / output$2 / $6USD / 1M tokens
5 / 13Measured dimensions
Alibaba

Qwen3 235B 2507 (Reasoning)

MultilingualKnowledge
Cheese Index62.0Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Anthropic

Claude Haiku 5.5

MathematicsKnowledge
Cheese Index61.8Cheese Index
Input / output$0.1 / $0.5USD / 1M tokens
5 / 13Measured dimensions
Reflection AI

Beam 1.0 501B-A23B FP8

gpqaInstructions
Cheese Index61.6Cheese Index
Input / output$0.4 / $1.2USD / 1M tokens
10 / 13Measured dimensions
Meta

Muse Wonder

ReasoningKnowledge
Cheese Index60.8Cheese Index
Input / output$4 / $20USD / 1M tokens
3 / 13Measured dimensions
Anthropic

Claude 4 Opus

KnowledgeCoding
Cheese Index60.5Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
StepFun

Step 3.7 Flash

InstructionsMultimodal
Cheese Index60.5Cheese Index
Input / output$0.2 / $1.15USD / 1M tokens
6 / 13Measured dimensions
OpenAI

GPT-5.4

gpqaInstructions
Cheese Index60.4Cheese Index
Input / output$2.5 / $15USD / 1M tokens
10 / 13Measured dimensions
Reflection AI

Beam 1.0 501B-A23B NVFP4

gpqaMathematics
Cheese Index60.2Cheese Index
Input / output$0.4 / $1.2USD / 1M tokens
10 / 13Measured dimensions
xAI

Grok 4.3

InstructionsMultimodal
Cheese Index60.1Cheese Index
Input / output$1.25 / $2.5USD / 1M tokens
7 / 13Measured dimensions
Anthropic

Claude Sonnet 5

sweReasoning
Cheese Index60.1Cheese Index
Input / output$2 / $10USD / 1M tokens
8 / 13Measured dimensions
Google

Gemma 4 12B

Instructionsgpqa
Cheese Index60.0Cheese Index
Input / outputPrice unknownNot published
7 / 13Measured dimensions
Ornith AI

Ornith-1.5-397B

KnowledgeAgent workflows
Cheese Index59.9Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Zhipu AI

GLM-5.3-Flash

MultimodalMathematics
Cheese Index59.8Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
minimax

MiniMax M3

InstructionsReasoning
Cheese Index59.7Cheese Index
Input / output$0.3 / $1.2USD / 1M tokens
8 / 13Measured dimensions
Qwen

Qwen3.6 Plus

Multilingualgpqa
Cheese Index59.3Cheese Index
Input / output$0.5 / $3USD / 1M tokens
12 / 13Measured dimensions
moonshotai

Kimi K2.6

gpqaInstructions
Cheese Index59.3Cheese Index
Input / output$0.95 / $4USD / 1M tokens
9 / 13Measured dimensions
NVIDIA

Nemotron 3.5 Super VL 120B A12B

gpqaReasoning
Cheese Index59.0Cheese Index
Input / output$0.2 / $1USD / 1M tokens
9 / 13Measured dimensions
Anthropic

Claude Opus 4.7

gpqaswe
Cheese Index59.0Cheese Index
Input / output$5 / $25USD / 1M tokens
9 / 13Measured dimensions
OpenAI

GPT-5.3 Codex

InstructionsReasoning
Cheese Index58.8Cheese Index
Input / output$1.75 / $14USD / 1M tokens
6 / 13Measured dimensions
DeepSeek

DeepSeek V4 Pro 0813

MathematicsKnowledge
Cheese Index58.3Cheese Index
Input / output$1.32 / $3.96USD / 1M tokens
6 / 13Measured dimensions
OpenAI

GPT-6 Sol

MathematicsMultimodal
Cheese Index58.2Cheese Index
Input / output$2 / $10USD / 1M tokens
6 / 13Measured dimensions
OpenAI

GPT-5.1 Codex

Instructionsswe
Cheese Index57.9Cheese Index
Input / output$1.25 / $10USD / 1M tokens
6 / 13Measured dimensions
Anthropic

Claude 4 Sonnet

CodingMultimodal
Cheese Index57.7Cheese Index
Input / output$3 / $15USD / 1M tokens
5 / 13Measured dimensions
xAI

Grok 4.5

gpqaMultimodal
Cheese Index57.6Cheese Index
Input / output$2 / $6USD / 1M tokens
7 / 13Measured dimensions
Meta

Muse Spark 1.2

ReasoningKnowledge
Cheese Index57.4Cheese Index
Input / output$1.25 / $4.25USD / 1M tokens
4 / 13Measured dimensions
Tencent

Hy4 preview

gpqaMultimodal
Cheese Index57.3Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
DeepSeek

DeepSeek V3.1 (Reasoning)

CodinggpqaStale snapshot
Cheese Index56.5Cheese Index
Input / outputPrice unknownNot published
8 / 13Measured dimensions
Meta

Muse Spark 1.1

mcpMultimodal
Cheese Index56.4Cheese Index
Input / output$1.25 / $4.25USD / 1M tokens
7 / 13Measured dimensions
MiniMax

MiniMax M3.1 Flash

ReasoningMultimodal
Cheese Index55.8Cheese Index
Input / output$0.15 / $0.6USD / 1M tokens
5 / 13Measured dimensions
Google

Gemini 3 Pro

gpqaInstructions
Cheese Index55.8Cheese Index
Input / output$2 / $12USD / 1M tokens
8 / 13Measured dimensions
InclusionAI

Ling 3.0 Flash

MathematicsInstructions
Cheese Index55.6Cheese Index
Input / output$0.06 / $0.18USD / 1M tokens
7 / 13Measured dimensions
Google

Gemini 3.5 Flash

InstructionsMultimodal
Cheese Index55.4Cheese Index
Input / output$1.5 / $9USD / 1M tokens
9 / 13Measured dimensions
zai-org

GLM-5.1

Instructionsgpqa
Cheese Index55.2Cheese Index
Input / output$1.4 / $4.4USD / 1M tokens
9 / 13Measured dimensions
StepFun

Step 5 Preview

ReasoningMultimodal
Cheese Index54.8Cheese Index
Input / output$1 / $2.7USD / 1M tokens
5 / 13Measured dimensions
Prism ML

Ternary Bonsai 2 27B

MathematicsReasoning
Cheese Index54.6Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
Meta

Muse Spark

Instructionsgpqa
Cheese Index54.4Cheese Index
Input / outputPrice unknownNot published
9 / 13Measured dimensions
Arcee AI

Trinity-Large-Thinking

InstructionsReasoningStale snapshot
Cheese Index54.0Cheese Index
Input / output$0.25 / $0.9USD / 1M tokens
3 / 13Measured dimensions
zai-org

GLM-5.2

gpqaInstructions
Cheese Index53.9Cheese Index
Input / output$1.4 / $4.4USD / 1M tokens
9 / 13Measured dimensions
OpenAI

GPT-6 Luna

MathematicsMultimodal
Cheese Index53.8Cheese Index
Input / output$0.1 / $0.5USD / 1M tokens
6 / 13Measured dimensions
Xiaomi

MiMo-V2.6-Pro

ReasoningKnowledge
Cheese Index53.5Cheese Index
Input / output$0.435 / $0.87USD / 1M tokens
4 / 13Measured dimensions
InternScience

Agents-A1

ReasoningAgent workflows
Cheese Index53.4Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
InternScience

Agents-A1-F16-GGUF

Agent workflows
Cheese Index53.4Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
InternScience

Agents-A1-FP8

Agent workflows
Cheese Index53.4Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
InternScience

Agents-A1-Q4_K_M-GGUF

Agent workflows
Cheese Index53.4Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
InternScience

Agents-A1-Q8_0-GGUF

Agent workflows
Cheese Index53.4Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
OpenAI

GPT-5.4 mini

Instructionsgpqa
Cheese Index53.4Cheese Index
Input / output$0.75 / $4.5USD / 1M tokens
10 / 13Measured dimensions
Upstage

Solar Pro 3

InstructionsReasoning
Cheese Index53.0Cheese Index
Input / output$0.15 / $0.6USD / 1M tokens
3 / 13Measured dimensions
Apodex

Apodex 1.1

MultimodalReasoning
Cheese Index52.7Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
Google

Gemini 3 Flash

gpqaMultimodal
Cheese Index52.5Cheese Index
Input / output$0.5 / $3USD / 1M tokens
11 / 13Measured dimensions
zai-org

GLM-5

MultilingualInstructions
Cheese Index52.4Cheese Index
Input / output$1 / $3.2USD / 1M tokens
9 / 13Measured dimensions
Anthropic

Claude Opus 4.5 Thinking

gpqaswe
Cheese Index52.3Cheese Index
Input / outputPrice unknownNot published
8 / 13Measured dimensions
Anthropic

Claude Opus 4.5

Multilingualgpqa
Cheese Index52.1Cheese Index
Input / output$5 / $25USD / 1M tokens
11 / 13Measured dimensions
Qwen

Qwen3.6-27B

gpqaInstructions
Cheese Index51.9Cheese Index
Input / outputPrice unknownNot published
10 / 13Measured dimensions
Unknown

deepseek-v4-pro

hle
Cheese Index51.5Cheese Index
Input / output$1.3 / $2.6USD / 1M tokens
1 / 13Measured dimensions
OpenAI

GPT-5 (medium)

gpqaInstructions
Cheese Index51.3Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
Meta

Muse Spark Open

mcpgpqa
Cheese Index51.3Cheese Index
Input / output$1.25 / $4.25USD / 1M tokens
7 / 13Measured dimensions
moonshotai

Kimi K2.7 Code

ReasoningInstructions
Cheese Index50.7Cheese Index
Input / output$0.95 / $4USD / 1M tokens
7 / 13Measured dimensions
Meta

Muse Glimmer 30B

Mathematicsgpqa
Cheese Index50.7Cheese Index
Input / outputPrice unknownNot published
11 / 13Measured dimensions
Google

Gemini 3.6 Flash

MultimodalReasoning
Cheese Index49.5Cheese Index
Input / output$0.75 / $3.75USD / 1M tokens
6 / 13Measured dimensions
Alibaba

Qwen3.7 Flash

Stale snapshot
Cheese Index49.0Cheese Index
Input / output$0.03 / $0.13USD / 1M tokens
0 / 13Measured dimensions
Alibaba

Qwen 3.6 Max (preview)

Coding
Cheese Index49.0Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Xiaomi

MiMo-V2.6-Flash

ReasoningMultimodal
Cheese Index48.8Cheese Index
Input / output$0.14 / $0.28USD / 1M tokens
5 / 13Measured dimensions
Alibaba

Qwen3.5 Plus

MathematicsStale snapshot
Cheese Index48.0Cheese Index
Input / output$0.4 / $2.4USD / 1M tokens
1 / 13Measured dimensions
OpenAI

GPT-5.2 Codex

InstructionsReasoning
Cheese Index47.8Cheese Index
Input / output$1.75 / $14USD / 1M tokens
6 / 13Measured dimensions
Xiaomi

MiMo-V2-Pro

Instructionsswe
Cheese Index47.5Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
Anthropic

Claude Opus 4.6 (Adaptive)

gpqaswe
Cheese Index47.3Cheese Index
Input / output$5 / $25USD / 1M tokens
7 / 13Measured dimensions
OpenAI

GPT-OSS 120B

Instructionsgpqa
Cheese Index47.1Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
Zhipu AI

GLM-5V-Turbo

InstructionsReasoning
Cheese Index46.2Cheese Index
Input / output$1.2 / $4USD / 1M tokens
5 / 13Measured dimensions
DeepSeek

DeepSeek V3.2

gpqaswe
Cheese Index46.1Cheese Index
Input / output$0.28 / $0.42USD / 1M tokens
7 / 13Measured dimensions
Alibaba Cloud / Qwen Team

Qwen3.8-Flash-Next

gpqaInstructions
Cheese Index46.0Cheese Index
Input / outputPrice unknownNot published
8 / 13Measured dimensions
InclusionAI

Ling 3.0 Flash FP8

KnowledgeInstructions
Cheese Index46.0Cheese Index
Input / output$0.06 / $0.18USD / 1M tokens
4 / 13Measured dimensions
Mistral AI

Mistral Large 4

ReasoningMultimodal
Cheese Index45.7Cheese Index
Input / output$0.7 / $2.1USD / 1M tokens
5 / 13Measured dimensions
Unknown

GPT-5.1 Medium

Cheese Index45.4Cheese Index
Input / output$1.25 / $10USD / 1M tokens
0 / 13Measured dimensions
minimax

MiniMax M2.7

InstructionsReasoning
Cheese Index45.2Cheese Index
Input / output$0.3 / $1.2USD / 1M tokens
6 / 13Measured dimensions
Unknown

GPT-5.5 Instant

gpqa
Cheese Index45.1Cheese Index
Input / output$5 / $30USD / 1M tokens
1 / 13Measured dimensions
OpenAI

GPT-5.1

Instructionsgpqa
Cheese Index45.1Cheese Index
Input / output$1.25 / $10USD / 1M tokens
7 / 13Measured dimensions
Mistral

Mistral Medium 3.5 128B

Instructionsswe
Cheese Index44.9Cheese Index
Input / output$1.5 / $7.5USD / 1M tokens
6 / 13Measured dimensions
OpenAI

GPT-5.4 nano

Instructionsgpqa
Cheese Index44.9Cheese Index
Input / output$0.2 / $1.25USD / 1M tokens
10 / 13Measured dimensions
Reflection AI

Beam 1.0 501B-A23B

gpqaswe
Cheese Index44.8Cheese Index
Input / output$0.4 / $1.2USD / 1M tokens
8 / 13Measured dimensions
Unknown

Claude Mythos Preview

gpqaswe
Cheese Index44.2Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
xAI

Grok 4.1 Fast (Reasoning)

ReasoningInstructions
Cheese Index43.3Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
Unknown

deepseek-v4-flash

Cheese Index43.2Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Google

Gemma 4 26B A4B

Instructionsgpqa
Cheese Index43.1Cheese Index
Input / outputPrice unknownNot published
7 / 13Measured dimensions
OpenAI

GPT-OSS 20B

Instructionsgpqa
Cheese Index43.1Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
Tencent

Hy3 Preview

InstructionsKnowledge
Cheese Index43.1Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Anthropic

Claude 3.7 Sonnet

gpqaswe
Cheese Index42.3Cheese Index
Input / outputPrice unknownNot published
8 / 13Measured dimensions
OpenAI

GPT-5.2

Instructionsgpqa
Cheese Index41.8Cheese Index
Input / output$1.75 / $14USD / 1M tokens
11 / 13Measured dimensions
xAI

Grok 4 Fast (Reasoning)

ReasoningInstructions
Cheese Index41.7Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
OpenAI

o3

Instructionsgpqa
Cheese Index41.5Cheese Index
Input / output$2 / $8USD / 1M tokens
8 / 13Measured dimensions
xAI

Grok 4

gpqaReasoning
Cheese Index41.1Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
Moonshot AI

Kimi K2.5 (Reasoning)

gpqaswe
Cheese Index41.0Cheese Index
Input / output$0.6 / $3USD / 1M tokens
7 / 13Measured dimensions
Google

Gemma 4 E4B

gpqaInstructions
Cheese Index41.0Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
Moonshot AI

Kimi K2

ReasoningInstructions
Cheese Index40.8Cheese Index
Input / output$0.6 / $2.5USD / 1M tokens
4 / 13Measured dimensions
Anthropic

Claude Sonnet 4.6

gpqaswe
Cheese Index40.8Cheese Index
Input / output$3 / $15USD / 1M tokens
10 / 13Measured dimensions
Xiaomi

MiMo-V2-Omni

Reasoningswe
Cheese Index40.5Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
Qwen

Qwen3.5-27B

InstructionsMultilingual
Cheese Index40.3Cheese Index
Input / outputPrice unknownNot published
10 / 13Measured dimensions
Alibaba Cloud / Qwen Team

Qwen3.6-35B-A3B

gpqaInstructions
Cheese Index40.3Cheese Index
Input / output$0.1 / $0.95USD / 1M tokens
11 / 13Measured dimensions
NVIDIA

Nemotron 3 Ultra

InstructionsMultilingual
Cheese Index39.5Cheese Index
Input / outputPrice unknownNot published
9 / 13Measured dimensions
Tencent

Hy3

gpqaReasoning
Cheese Index39.2Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
Multiverse Computing

Quasar 438B

ReasoningCoding
Cheese Index39.1Cheese Index
Input / output$0.6 / $1.8USD / 1M tokens
3 / 13Measured dimensions
Unknown

DeepSeek-V4-Pro-Max

gpqaswe
Cheese Index38.7Cheese Index
Input / output$1.3 / $2.6USD / 1M tokens
4 / 13Measured dimensions
Unknown

SWE-2

Cheese Index38.7Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

LongCat-2.5

mcp
Cheese Index38.6Cheese Index
Input / output$0.3 / $1.2USD / 1M tokens
1 / 13Measured dimensions
NVIDIA

Nemotron 3.5 Bolt 74B-A9B

gpqaReasoning
Cheese Index38.5Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
DeepSeek

DeepSeek V3.1

gpqaKnowledge
Cheese Index38.3Cheese Index
Input / outputPrice unknownNot published
8 / 13Measured dimensions
NVIDIA

Nemotron 3 Nano Omni 30B A3B

InstructionsKnowledge
Cheese Index38.0Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
Unknown

Qwen3 VL 235B A22B Instruct

Cheese Index37.6Cheese Index
Input / output$0.2 / $0.88USD / 1M tokens
0 / 13Measured dimensions
OpenAI

o4-mini

Instructionsgpqa
Cheese Index37.5Cheese Index
Input / output$1.1 / $4.4USD / 1M tokens
7 / 13Measured dimensions
Google

Gemma 4 31B

Instructionsgpqa
Cheese Index36.9Cheese Index
Input / outputPrice unknownNot published
8 / 13Measured dimensions
Anthropic

Claude 3.7 Sonnet Thinking

gpqaswe
Cheese Index36.8Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
Unknown

Ember-1

swe
Cheese Index36.8Cheese Index
Input / output$3 / $15USD / 1M tokens
1 / 13Measured dimensions
Unknown

GPT-5.1 Instant

gpqaswe
Cheese Index36.7Cheese Index
Input / output$1.25 / $10USD / 1M tokens
2 / 13Measured dimensions
zai-org

GLM-4.6

gpqaswe
Cheese Index36.5Cheese Index
Input / output$0.5 / $2USD / 1M tokens
9 / 13Measured dimensions
Unknown

Claude Mythos 5.1

Cheese Index36.5Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Moonshot AI

Kimi K2.5

gpqaMultilingual
Cheese Index36.3Cheese Index
Input / output$0.6 / $3USD / 1M tokens
11 / 13Measured dimensions
Qwen

Qwen3.5-122B-A10B

InstructionsMultilingual
Cheese Index36.2Cheese Index
Input / outputPrice unknownNot published
10 / 13Measured dimensions
Alibaba

Qwen3.5 397B

Multilingualgpqa
Cheese Index36.1Cheese Index
Input / output$0.6 / $3.6USD / 1M tokens
11 / 13Measured dimensions
Anthropic

Claude Sonnet 4.5

gpqaterminal
Cheese Index36.0Cheese Index
Input / output$3 / $15USD / 1M tokens
5 / 13Measured dimensions
SparkLLM

Spark-X2.6-4B

InstructionsMathematics
Cheese Index35.9Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
Google

Gemini 3.5 Flash-Lite

MultimodalReasoning
Cheese Index35.7Cheese Index
Input / output$0.3 / $2.5USD / 1M tokens
6 / 13Measured dimensions
Alibaba

Qwen3.5 Flash

KnowledgeMathematicsStale snapshot
Cheese Index35.7Cheese Index
Input / output$0.1 / $0.4USD / 1M tokens
3 / 13Measured dimensions
DeepSeek

DeepSeek-R1

KnowledgegpqaStale snapshot
Cheese Index35.5Cheese Index
Input / output$0.55 / $2.19USD / 1M tokens
5 / 13Measured dimensions
xAI

Grok 4.1 Fast

ReasoningKnowledgeStale snapshot
Cheese Index35.4Cheese Index
Input / output$0.2 / $0.5USD / 1M tokens
4 / 13Measured dimensions
Google

Gemma 4 E2B

InstructionsgpqaStale snapshot
Cheese Index35.0Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
xiaomi

MiMo-V2.5

MultimodalAgent workflows
Cheese Index34.9Cheese Index
Input / output$0.168 / $0.336USD / 1M tokens
3 / 13Measured dimensions
LiquidAI

LFM2.5-24B-A2B

InstructionsKnowledge
Cheese Index34.6Cheese Index
Input / output$0.1 / $1USD / 1M tokens
3 / 13Measured dimensions
zai-org

GLM-4.7

gpqaInstructions
Cheese Index34.6Cheese Index
Input / outputPrice unknownNot published
9 / 13Measured dimensions
xAI

Grok Build 0.1

Agent workflowsCoding
Cheese Index34.4Cheese Index
Input / output$1 / $2USD / 1M tokens
2 / 13Measured dimensions
InclusionAI

Ling 3.0 Flash VL

MultimodalReasoningStale snapshot
Cheese Index34.4Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
OpenAI

o1

Instructionsgpqa
Cheese Index34.0Cheese Index
Input / output$15 / $60USD / 1M tokens
6 / 13Measured dimensions
Unknown

Beam 1.0

gpqaswe
Cheese Index33.8Cheese Index
Input / output$0.4 / $1.2USD / 1M tokens
4 / 13Measured dimensions
Unknown

Qwen3.8 Flash

gpqahle
Cheese Index33.4Cheese Index
Input / output$0.15 / $0.47USD / 1M tokens
2 / 13Measured dimensions
Unknown

DeepSeek-V4-Flash-Vision-Exp

Cheese Index33.1Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
minimax

MiniMax M2.5

sweCoding
Cheese Index33.0Cheese Index
Input / output$0.3 / $1.2USD / 1M tokens
3 / 13Measured dimensions
Unknown

Seed 2.1 Pro

mcphle
Cheese Index32.4Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
OpenAI

GPT-4.1

Reasoninggpqa
Cheese Index32.2Cheese Index
Input / output$2 / $8USD / 1M tokens
10 / 13Measured dimensions
Zhipu AI

GLM-4.5-Air

gpqaReasoning
Cheese Index32.1Cheese Index
Input / output$0.2 / $1.1USD / 1M tokens
7 / 13Measured dimensions
Unknown

Gemini 3.8 Flash Cyber

Cheese Index32.1Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

DeepSeek-V4-Flash-Max

gpqaswe
Cheese Index31.8Cheese Index
Input / output$0.09 / $0.18USD / 1M tokens
4 / 13Measured dimensions
IBM

Granite 4.2 8B

InstructionsKnowledge
Cheese Index31.5Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
Qwen

Qwen3.5-35B-A3B

Instructionsgpqa
Cheese Index31.1Cheese Index
Input / outputPrice unknownNot published
10 / 13Measured dimensions
Unknown

Grok-3

gpqa
Cheese Index31.1Cheese Index
Input / output$3 / $15USD / 1M tokens
1 / 13Measured dimensions
Google

Gemini 2.5 Pro

gpqaMultimodal
Cheese Index31.0Cheese Index
Input / output$1.25 / $10USD / 1M tokens
10 / 13Measured dimensions
Unknown

DeepSeek-V4-Flash-0731

Cheese Index31.0Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Microsoft

MAI-Thinking-1

Instructionsgpqa
Cheese Index31.0Cheese Index
Input / outputPrice unknownNot published
7 / 13Measured dimensions
OpenAI

GPT-4.1 mini

gpqaReasoning
Cheese Index30.5Cheese Index
Input / output$0.4 / $1.6USD / 1M tokens
9 / 13Measured dimensions
Meta

Llama 4 Maverick

gpqaReasoning
Cheese Index30.5Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
Cohere

Command A+

InstructionsReasoning
Cheese Index30.4Cheese Index
Input / output$2.5 / $10USD / 1M tokens
4 / 13Measured dimensions
DeepSeek

DeepSeek V3.2 (Thinking)

gpqaswe
Cheese Index30.0Cheese Index
Input / output$0.55 / $2.19USD / 1M tokens
4 / 13Measured dimensions
Unknown

Gemini 3.5 Flash Cyber

Cheese Index29.8Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Seed 2.1 Turbo

mcphle
Cheese Index29.8Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Ornith AI

Ornith-1.5-35B-A3B

KnowledgeAgent workflowsStale snapshot
Cheese Index29.7Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Liquid AI

LFM3-1.7B

Instructionsgpqa
Cheese Index29.4Cheese Index
Input / outputPrice unknownNot published
8 / 13Measured dimensions
Google

Gemini 3.1 Flash-Lite

gpqaKnowledge
Cheese Index29.2Cheese Index
Input / output$0.25 / $1.5USD / 1M tokens
7 / 13Measured dimensions
Google

Gemini 2.0 Flash

gpqaKnowledge
Cheese Index29.0Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
Unknown

Laguna S 2.1

Cheese Index28.8Cheese Index
Input / output$0.1 / $0.2USD / 1M tokens
0 / 13Measured dimensions
OpenAI

GPT-5 mini

gpqaAgent workflowsStale snapshot
Cheese Index28.1Cheese Index
Input / output$0.25 / $2USD / 1M tokens
4 / 13Measured dimensions
Anthropic

Claude 3.5 Haiku

InstructionsKnowledge
Cheese Index28.1Cheese Index
Input / outputPrice unknownNot published
7 / 13Measured dimensions
DeepSeek

DeepSeek-V3 0324

gpqaMultilingual
Cheese Index28.0Cheese Index
Input / output$0.24 / $0.9USD / 1M tokens
5 / 13Measured dimensions
Amazon

Nova Pro

gpqaInstructions
Cheese Index27.0Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
Unknown

Seed 2.0 Pro

gpqaswe
Cheese Index27.0Cheese Index
Input / output$0.5 / $3USD / 1M tokens
2 / 13Measured dimensions
Unknown

Qwen3.5-397B-A17B

gpqaswe
Cheese Index26.9Cheese Index
Input / output$0.45 / $3USD / 1M tokens
3 / 13Measured dimensions
Unknown

DeepSeek-V4-Flash-0423

gpqaswe
Cheese Index26.8Cheese Index
Input / output$0.09 / $0.18USD / 1M tokens
4 / 13Measured dimensions
Google

Gemini 2.5 Flash

gpqaMultimodal
Cheese Index26.6Cheese Index
Input / output$0.3 / $2.5USD / 1M tokens
7 / 13Measured dimensions
Unknown

GPT-5

gpqaswe
Cheese Index26.4Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

MiniMax M2.1

gpqaswe
Cheese Index26.4Cheese Index
Input / output$0.3 / $1.2USD / 1M tokens
4 / 13Measured dimensions
Poolside

Laguna M.1

CodingStale snapshot
Cheese Index26.3Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
xAI

Grok 4.20

MultimodalKnowledge
Cheese Index25.8Cheese Index
Input / output$1.25 / $2.5USD / 1M tokens
5 / 13Measured dimensions
Xiaomi

MiMo-V2-Flash

gpqaswe
Cheese Index25.8Cheese Index
Input / outputPrice unknownNot published
8 / 13Measured dimensions
Unknown

MiniMax M2

gpqaswe
Cheese Index25.3Cheese Index
Input / output$0.3 / $1.2USD / 1M tokens
4 / 13Measured dimensions
Inception

Mercury 2.5

Instructionsgpqa
Cheese Index24.7Cheese Index
Input / output$0.04 / $0.15USD / 1M tokens
5 / 13Measured dimensions
Meta

Llama 4 Scout

gpqaInstructions
Cheese Index24.2Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
Unknown

Step-3.5-Flash

swe
Cheese Index23.9Cheese Index
Input / output$0.1 / $0.4USD / 1M tokens
1 / 13Measured dimensions
Mistral

Mistral Medium 3

sweReasoningStale snapshot
Cheese Index23.8Cheese Index
Input / output$0.4 / $2USD / 1M tokens
5 / 13Measured dimensions
Ornith AI

Ornith-1.5-9B

KnowledgeAgent workflowsStale snapshot
Cheese Index23.3Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Anthropic

Claude Haiku 4.5

swegpqa
Cheese Index22.1Cheese Index
Input / output$1 / $5USD / 1M tokens
7 / 13Measured dimensions
Unknown

Gemma 3n E4B Instructed

gpqa
Cheese Index21.8Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Mercury 3

gpqa
Cheese Index21.8Cheese Index
Input / output$0.1 / $0.35USD / 1M tokens
1 / 13Measured dimensions
Unknown

GPT-5.1 Thinking

gpqaswe
Cheese Index21.7Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Claude Opus 4.1

gpqaswe
Cheese Index21.6Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Gemini 1.5 Flash

gpqa
Cheese Index21.5Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Mistral

Mistral Small 4

gpqaReasoning
Cheese Index21.3Cheese Index
Input / output$0.15 / $0.6USD / 1M tokens
5 / 13Measured dimensions
Unknown

Mistral Medium 3.5

swe
Cheese Index21.2Cheese Index
Input / output$1.5 / $7.5USD / 1M tokens
1 / 13Measured dimensions
Unknown

K2 Horizon 375B-A23B

gpqahle
Cheese Index21.1Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

gemini-3-1-pro-preview

gpqaswe
Cheese Index21.1Cheese Index
Input / output$2 / $12USD / 1M tokens
4 / 13Measured dimensions
Unknown

U2

Cheese Index20.9Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

MiniCPM-SALA

Cheese Index20.9Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

GPT-4o mini

gpqaswe
Cheese Index20.7Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Kimi K2-Thinking-0905

gpqaswe
Cheese Index20.7Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
Microsoft

Phi 4

Multilingualgpqa
Cheese Index20.7Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
Unknown

Grok-1.5

gpqa
Cheese Index20.7Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
OpenAI

GPT-4o

gpqaReasoning
Cheese Index20.6Cheese Index
Input / output$2.5 / $10USD / 1M tokens
8 / 13Measured dimensions
Unknown

Solar Pro 4

gpqaswe
Cheese Index20.5Cheese Index
Input / output$0.3 / $1.2USD / 1M tokens
2 / 13Measured dimensions
Unknown

Nemotron 3 Ultra (550B A55B)

gpqaswe
Cheese Index20.0Cheese Index
Input / output$0.5 / $2.2USD / 1M tokens
3 / 13Measured dimensions
Unknown

Claude 3 Sonnet

gpqa
Cheese Index19.8Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Seed 1.8

swe
Cheese Index19.8Cheese Index
Input / output$0.25 / $2USD / 1M tokens
1 / 13Measured dimensions
Unknown

GPT-5 Codex

swe
Cheese Index19.5Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Nova 2 Pro

gpqaswe
Cheese Index19.3Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Kimi K2 0905

gpqa
Cheese Index19.3Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

MAI-Code-1-Flash

gpqaswe
Cheese Index19.3Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Sarvam-105B

gpqaswe
Cheese Index19.3Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

LongCat-Flash-Thinking-2601

gpqaswe
Cheese Index18.9Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

MAI-Code-1.1-Flash

swe
Cheese Index18.8Cheese Index
Input / output$0.2 / $1.2USD / 1M tokens
1 / 13Measured dimensions
Unknown

DeepSeek-V3.2-Speciale

swehle
Cheese Index18.7Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Grok-3 Mini

gpqa
Cheese Index18.6Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Llama 3.1 8B Instruct

gpqa
Cheese Index18.5Cheese Index
Input / output$0.02 / $0.04USD / 1M tokens
1 / 13Measured dimensions
Unknown

Solar Mini 4

Cheese Index18.3Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Seed 2.0 Lite

gpqaswe
Cheese Index18.1Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Grok 4 Fast

gpqahle
Cheese Index18.1Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Pixtral-12B

Cheese Index18.1Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Qwen

Qwen3 Max

swegpqa
Cheese Index17.9Cheese Index
Input / output$1.2 / $6USD / 1M tokens
5 / 13Measured dimensions
Unknown

Grok-4 Heavy

gpqahle
Cheese Index17.6Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
xAI

Grok Code Fast 1

sweReasoning
Cheese Index17.5Cheese Index
Input / output$0.2 / $1.5USD / 1M tokens
5 / 13Measured dimensions
Unknown

Claude Opus 4

gpqaswe
Cheese Index17.5Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

DeepSeek-V3.2-Exp

gpqaswe
Cheese Index17.4Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
Unknown

Gemini 2.5 Flash-Lite

gpqaswe
Cheese Index17.4Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Gemini 2.5 Pro Preview 06-05

gpqaswe
Cheese Index16.8Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Claude Sonnet 4

gpqaswe
Cheese Index16.7Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Qwen3 Max Thinking

gpqaswe
Cheese Index16.3Cheese Index
Input / output$1.2 / $6USD / 1M tokens
2 / 13Measured dimensions
Unknown

o1-preview

gpqaswe
Cheese Index16.2Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Phi-3.5-MoE-instruct

gpqa
Cheese Index16.2Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

GLM-4.5

gpqaswe
Cheese Index16.1Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
Unknown

Gemma 3 4B

gpqa
Cheese Index15.3Cheese Index
Input / output$0.05 / $0.1USD / 1M tokens
1 / 13Measured dimensions
Unknown

Gemma 3n E2B Instructed

gpqa
Cheese Index15.3Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

DeepSeek R1 Distill Qwen 1.5B

gpqa
Cheese Index15.1Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

LFM2.5-2.6B

Cheese Index15.0Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Laguna XS 2.1

swe
Cheese Index14.7Cheese Index
Input / output$0.1 / $0.2USD / 1M tokens
1 / 13Measured dimensions
Unknown

Qwen3 VL 30B A3B Instruct

gpqa
Cheese Index14.4Cheese Index
Input / output$0.15 / $0.6USD / 1M tokens
1 / 13Measured dimensions
Unknown

Nemotron Nano 9B v2

gpqa
Cheese Index14.4Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

o1-mini

gpqa
Cheese Index14.2Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

GPT-4

gpqa
Cheese Index14.1Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

K2 Horizon MoVA 36B-A4B

gpqahle
Cheese Index14.0Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

LongCat-Flash-Thinking

gpqaswe
Cheese Index13.8Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

K2 Horizon 32B

gpqahle
Cheese Index13.1Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Mistral Large 2

Cheese Index12.9Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

GPT-3.5 Turbo

gpqa
Cheese Index12.4Cheese Index
Input / output$0.5 / $1.5USD / 1M tokens
1 / 13Measured dimensions
Unknown

Mercury 2

gpqa
Cheese Index12.3Cheese Index
Input / output$0.25 / $0.75USD / 1M tokens
1 / 13Measured dimensions
Unknown

LongCat-Flash-Chat

gpqaswe
Cheese Index12.3Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Kimi K2 Instruct

gpqaterminal
Cheese Index12.3Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Qwen2.5 VL 32B Instruct

gpqa
Cheese Index12.3Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Qwen3 32B

Cheese Index12.2Cheese Index
Input / output$0.08 / $0.28USD / 1M tokens
0 / 13Measured dimensions
Unknown

Qwen3 235B A22B

gpqa
Cheese Index12.1Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Phi-3.5-mini-instruct

gpqa
Cheese Index11.6Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Llama 3.1 405B Instruct

gpqa
Cheese Index11.4Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Claude 3.5 Sonnet

gpqaswe
Cheese Index11.2Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Nova 2 Lite

gpqaswe
Cheese Index11.2Cheese Index
Input / output$0.3 / $2.5USD / 1M tokens
4 / 13Measured dimensions
Unknown

Granite 3.3 8B Instruct

Cheese Index11.0Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

North Mini Code 1.0

swe
Cheese Index11.0Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Granite 3.3 8B Base

Cheese Index10.9Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Kimi K2 Base

gpqa
Cheese Index10.6Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

IBM Granite 4.2 3B

gpqa
Cheese Index10.5Cheese Index
Input / output$0.03 / $0.12USD / 1M tokens
1 / 13Measured dimensions
Unknown

GPT-4.1 nano

gpqa
Cheese Index10.4Cheese Index
Input / output$0.1 / $0.4USD / 1M tokens
1 / 13Measured dimensions
Unknown

QwQ-32B

gpqa
Cheese Index10.2Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Gemma 2 27B

Cheese Index9.9Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Qwen2.5-Coder 32B Instruct

Cheese Index9.9Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Kimi K2-Instruct-0905

gpqaswe
Cheese Index9.8Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
Unknown

LongCat-Flash-Lite

gpqaswe
Cheese Index9.7Cheese Index
Input / output$0.1 / $0.4USD / 1M tokens
3 / 13Measured dimensions
Unknown

Qwen2 72B Instruct

gpqa
Cheese Index9.7Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Mistral Small 3.1 24B Instruct

gpqa
Cheese Index9.6Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

MiniMax M1 80K

gpqaswe
Cheese Index9.3Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Qwen2.5 32B Instruct

gpqa
Cheese Index9.3Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Llama 3.3 70B Instruct

gpqa
Cheese Index9.1Cheese Index
Input / output$0.1 / $0.32USD / 1M tokens
1 / 13Measured dimensions
Unknown

Qwen2.5 72B Instruct

gpqa
Cheese Index9.1Cheese Index
Input / output$0.36 / $0.4USD / 1M tokens
1 / 13Measured dimensions
Unknown

Grok-2

gpqa
Cheese Index9.0Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

K2 Horizon 7B

swehle
Cheese Index8.8Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

IBM Granite 4.2 30B

gpqaswe
Cheese Index8.6Cheese Index
Input / output$0.16 / $0.65USD / 1M tokens
2 / 13Measured dimensions
Unknown

DeepSeek R1 Distill Llama 70B

gpqa
Cheese Index8.5Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

DeepSeek R1 Distill Qwen 32B

gpqa
Cheese Index8.1Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

MiniMax M1 40K

gpqaswe
Cheese Index7.8Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Nemotron 3 Super (120B A12B)

gpqaswe
Cheese Index7.7Cheese Index
Input / output$0.085 / $0.4USD / 1M tokens
4 / 13Measured dimensions
Unknown

GPT-4 Turbo

gpqa
Cheese Index7.3Cheese Index
Input / output$10 / $30USD / 1M tokens
1 / 13Measured dimensions
Unknown

Qwen3 30B A3B

gpqa
Cheese Index6.9Cheese Index
Input / output$0.1 / $0.44USD / 1M tokens
1 / 13Measured dimensions
Unknown

DeepSeek-R1-0528

gpqaswe
Cheese Index6.6Cheese Index
Input / output$0.5 / $2.15USD / 1M tokens
4 / 13Measured dimensions
Unknown

Gemma 3 1B

gpqa
Cheese Index6.5Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Qwen2.5-Coder 7B Instruct

Cheese Index6.4Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Phi 4 Reasoning

gpqa
Cheese Index6.3Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

K2 Horizon 3.7B

gpqaswe
Cheese Index6.2Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

DeepSeek-V2.5

swe
Cheese Index6.0Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

DeepSeek-V3

gpqaswe
Cheese Index5.9Cheese Index
Input / output$0.32 / $0.89USD / 1M tokens
2 / 13Measured dimensions
Unknown

Grok-2 mini

gpqa
Cheese Index5.8Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Phi 4 Reasoning Plus

gpqa
Cheese Index5.6Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Sarvam-30B

gpqaswe
Cheese Index5.5Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Nova Lite

gpqa
Cheese Index5.5Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

DeepSeek R1 Distill Qwen 14B

gpqa
Cheese Index5.5Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

GPT-4.5

gpqaswe
Cheese Index5.4Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Devstral Medium

swe
Cheese Index5.3Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Gemma 3 27B

gpqa
Cheese Index5.2Cheese Index
Input / output$0.08 / $0.16USD / 1M tokens
1 / 13Measured dimensions
Unknown

Gemma 2 9B

Cheese Index5.2Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Magistral Small 2506

gpqa
Cheese Index5.2Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Claude 3 Opus

gpqa
Cheese Index5.0Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

o3-mini

gpqaswe
Cheese Index4.8Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Mistral Small 3 24B Instruct

gpqa
Cheese Index4.5Cheese Index
Input / output$0.05 / $0.08USD / 1M tokens
1 / 13Measured dimensions
Unknown

Nemotron Labs Dory 1.0 (4B)

gpqaswe
Cheese Index4.5Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

QwQ-32B-Preview

gpqa
Cheese Index4.4Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Qwen3-235B-A22B-Instruct-2507

gpqa
Cheese Index4.3Cheese Index
Input / output$0.09 / $0.55USD / 1M tokens
1 / 13Measured dimensions
Unknown

Gemini 1.5 Pro

gpqa
Cheese Index4.2Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

DeepSeek R1 Zero

gpqa
Cheese Index4.2Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

GLM-4.7-Flash

gpqaswe
Cheese Index3.8Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Qwen2.5 14B Instruct

gpqa
Cheese Index3.8Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

IBM Granite 4.2 8B

gpqaswe
Cheese Index3.6Cheese Index
Input / output$0.06 / $0.25USD / 1M tokens
2 / 13Measured dimensions
Unknown

Llama 3.1 70B Instruct

gpqa
Cheese Index3.5Cheese Index
Input / output$0.4 / $0.4USD / 1M tokens
1 / 13Measured dimensions
Unknown

Magistral Medium

gpqahle
Cheese Index3.4Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Qwen2.5 7B Instruct

gpqa
Cheese Index3.0Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

IBM Granite 4.0 Tiny Preview

Cheese Index2.8Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Gemma 3 12B

gpqa
Cheese Index2.7Cheese Index
Input / output$0.05 / $0.15USD / 1M tokens
1 / 13Measured dimensions
Unknown

Gemini Diffusion

gpqaswe
Cheese Index2.5Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Nova Micro

gpqa
Cheese Index2.5Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

DeepSeek R1 Distill Llama 8B

gpqa
Cheese Index2.5Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Codestral-22B

Cheese Index2.4Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Nemotron 3 Nano (30B A3B)

gpqaswe
Cheese Index2.1Cheese Index
Input / output$0.05 / $0.2USD / 1M tokens
4 / 13Measured dimensions
Unknown

DeepSeek R1 Distill Qwen 7B

gpqa
Cheese Index2.0Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Qwen3-Next-80B-A3B-Instruct

gpqa
Cheese Index1.7Cheese Index
Input / output$0.09 / $1.1USD / 1M tokens
1 / 13Measured dimensions
Unknown

Seed 2.0 Mini

gpqa
Cheese Index1.5Cheese Index
Input / output$0.1 / $0.4USD / 1M tokens
1 / 13Measured dimensions
Unknown

Mistral Large 3 (675B Base)

gpqa
Cheese Index1.2Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Qwen2.5-Omni-7B

gpqa
Cheese Index1.0Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Grok-4.1 Thinking

Cheese Index0.9Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Qwen2 7B Instruct

gpqa
Cheese Index0.8Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Claude 3 Haiku

gpqa
Cheese Index0.5Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Devstral Small 1.1

swe
Cheese Index0.4Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Ministral 8B Instruct

Cheese Index0.0Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

ChatGPT-4o Latest

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

DiffusionGemma 26B-A4B

gpqahle
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

ERNIE 4.5

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

ERNIE 5.0

gpqahle
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

EXAONE 4.5 33B

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Gemini 1.0 Pro

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Gemini 1.5 Flash 8B

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Gemini 2.0 Flash-Lite

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Gemini 2.0 Flash Thinking

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

GPT-5.1 Codex High

Cheese Index—Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

GPT-5.1 Codex Mini

Cheese Index—Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

GPT-5.1 High

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

GPT-5 High

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

GPT-5 nano

gpqahle
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

GPT OSS 120B High

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

GPT OSS 20B High

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Hermes 3 70B

gpqa
Cheese Index—Cheese Index
Input / output$0.7 / $0.7USD / 1M tokens
1 / 13Measured dimensions
Unknown

Jamba 1.5 Large

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Jamba 1.5 Mini

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

K-EXAONE-236B-A23B

Cheese Index—Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Llama 3.1 Nemotron Nano 8B V1

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Llama 3.2 11B Instruct

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Llama 3.2 3B Instruct

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Llama 3.2 90B Instruct

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Mistral Small 3 24B Base

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Mistral Small 3.1 24B Base

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Mistral Small 3.2 24B Instruct

gpqa
Cheese Index—Cheese Index
Input / output$0.075 / $0.2USD / 1M tokens
1 / 13Measured dimensions
Unknown

Nova 2 Omni

Cheese Index—Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

o1-pro

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Phi 4 Mini

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Phi 4 Mini Reasoning

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Qwen3 14B

Cheese Index—Cheese Index
Input / output$0.12 / $0.24USD / 1M tokens
0 / 13Measured dimensions
Unknown

Qwen3-235B-A22B-Thinking-2507

gpqahle
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Qwen3.5-0.8B

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Qwen3.5-2B

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Qwen3.5-9B

gpqa
Cheese Index—Cheese Index
Input / output$0.1 / $0.15USD / 1M tokens
1 / 13Measured dimensions
Unknown

Qwen3-Next-80B-A3B-Thinking

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Qwen3 VL 235B A22B Thinking

hle
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Qwen3 VL 30B A3B Thinking

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Qwen3 VL 32B Instruct

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Qwen3 VL 32B Thinking

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Qwen3 VL 4B Instruct

Cheese Index—Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Qwen3 VL 4B Thinking

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Qwen3 VL 8B Instruct

Cheese Index—Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Qwen3 VL 8B Thinking

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Step3-VL-10B

Cheese Index—Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

K2 Horizon 0.9B

gpqa
Cheese Index—Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Particle-1

gpqa
Cheese Index—Cheese Index
Input / output$0.25 / $1USD / 1M tokens
1 / 13Measured dimensions

Listed dataset prices; provider terms and dates need verification. Zero without explicit free-price evidence is treated as unknown. Coverage counts measured dimensions, not confidence. Benchmark conditions and public source links may be missing.