Cheese Frontier
Cheese Cat

THE MODEL DIRECTORY / 399

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Recent snapshotData snapshot cf-1.3

399 Models

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Anthropic

Claude Opus 5.5

MathematicsMultimodal
Cheese Index80.3Cheese Index
Input / output$4 / $20USD / 1M tokens
6 / 13Measured dimensions
Anthropic

Claude Fable 5

Mathematicsswe
Cheese Index76.4Cheese Index
Input / output$10 / $50USD / 1M tokens
9 / 13Measured dimensions
Anthropic

Claude Opus 5

MultimodalMathematics
Cheese Index75.6Cheese Index
Input / output$5 / $25USD / 1M tokens
7 / 13Measured dimensions
OpenAI

GPT-6.1 Sol

MathematicsReasoning
Cheese Index74.4Cheese Index
Input / output$2 / $10USD / 1M tokens
6 / 13Measured dimensions
Google

Gemini 4 Argon

ReasoningKnowledge
Cheese Index74.1Cheese Index
Input / output$2 / $10USD / 1M tokens
4 / 13Measured dimensions
OpenAI

GPT-5.6 Sol

Mathematicsgpqa
Cheese Index73.7Cheese Index
Input / output$4 / $20USD / 1M tokens
8 / 13Measured dimensions
Anthropic

Claude Fable 5.1

MathematicsKnowledge
Cheese Index73.5Cheese Index
Input / output$10 / $50USD / 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 Index72.9Cheese Index
Input / output$30 / $180USD / 1M tokens
3 / 13Measured dimensions
OpenAI

GPT-6 Astra

Mathematicsgpqa
Cheese Index72.4Cheese Index
Input / output$10 / $50USD / 1M tokens
7 / 13Measured dimensions
OpenAI

GPT-5.6 Terra

gpqaMathematics
Cheese Index71.6Cheese Index
Input / output$2 / $12USD / 1M tokens
8 / 13Measured dimensions
Dots Studio

dots3-note Preview

InstructionsMultimodal
Cheese Index71.1Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
Alibaba

Qwen3 235B 2507

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

GPT-5.5

gpqaInstructions
Cheese Index70.9Cheese Index
Input / output$5 / $30USD / 1M tokens
10 / 13Measured dimensions
Meta

Muse Spark 1.3

ReasoningMathematics
Cheese Index70.8Cheese Index
Input / output$1.25 / $4.25USD / 1M tokens
5 / 13Measured dimensions
Qwen

Qwen3.7 Max

MultilingualInstructions
Cheese Index70.7Cheese Index
Input / output$1.25 / $3.75USD / 1M tokens
11 / 13Measured dimensions
Google

Gemini 3.8 Flash

MultimodalReasoning
Cheese Index70.1Cheese Index
Input / output$0.75 / $3.75USD / 1M tokens
6 / 13Measured dimensions
xAI

Grok 4.7

ReasoningAgent workflows
Cheese Index70.0Cheese Index
Input / output$2 / $6USD / 1M tokens
5 / 13Measured dimensions
xiaomi

MiMo-V2.5-Pro

InstructionsReasoning
Cheese Index69.8Cheese Index
Input / output$0.435 / $0.87USD / 1M tokens
8 / 13Measured dimensions
Anthropic

Claude Opus 4.6

gpqaKnowledge
Cheese Index69.4Cheese Index
Input / output$5 / $25USD / 1M tokens
11 / 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
moonshotai

Kimi K3

gpqaMultimodal
Cheese Index68.7Cheese Index
Input / output$3 / $15USD / 1M tokens
8 / 13Measured dimensions
OpenAI

GPT-5.4 Pro

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

Claude 4.1 Opus Thinking

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

Grok 4.6

MathematicsKnowledge
Cheese Index67.9Cheese Index
Input / output$2 / $6USD / 1M tokens
5 / 13Measured dimensions
Zhipu AI

GLM-5.3

ReasoningMathematics
Cheese Index67.8Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
Meta

Muse Wonder Full

ReasoningKnowledge
Cheese Index67.7Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Anthropic

Claude Sonnet 5.5

MathematicsMultimodal
Cheese Index67.1Cheese Index
Input / output$2 / $10USD / 1M tokens
6 / 13Measured dimensions
Z.AI

GLM-5-Turbo

InstructionsReasoning
Cheese Index67.0Cheese Index
Input / output$1.2 / $4USD / 1M tokens
3 / 13Measured dimensions
Anthropic

Claude Opus 4.8

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

GPT-5.2 Pro

gpqahle
Cheese Index65.5Cheese Index
Input / output$21 / $168USD / 1M tokens
2 / 13Measured dimensions
Alibaba Cloud / Qwen Team

Qwen3.7 Plus

MultilingualInstructions
Cheese Index64.8Cheese Index
Input / outputPrice unknownNot published
12 / 13Measured dimensions
Meta

Muse Wonder

ReasoningKnowledge
Cheese Index64.0Cheese Index
Input / output$4 / $20USD / 1M tokens
3 / 13Measured dimensions
OpenAI

GPT-5.6 Luna

gpqaMathematics
Cheese Index63.9Cheese Index
Input / output$0.2 / $1.2USD / 1M tokens
7 / 13Measured dimensions
StepFun

Step 5 Preview

ReasoningMultimodal
Cheese Index63.7Cheese Index
Input / output$1 / $2.7USD / 1M tokens
5 / 13Measured dimensions
Alibaba Cloud / Qwen Team

Qwen3.8 Omni Flash

InstructionsMultimodal
Cheese Index63.5Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
InclusionAI

Ling 3.1 Flash

ReasoningKnowledge
Cheese Index63.3Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Thinking Machines Lab

Inkling-Small

Instructionsgpqa
Cheese Index63.1Cheese Index
Input / output$0.58 / $1.44USD / 1M tokens
11 / 13Measured dimensions
Thinking Machines Lab

Inkling

InstructionsReasoning
Cheese Index62.7Cheese Index
Input / output$1.87 / $4.68USD / 1M tokens
9 / 13Measured dimensions
Xiaomi

MiMo-V2.6-Pro

ReasoningKnowledge
Cheese Index62.6Cheese Index
Input / output$0.435 / $0.87USD / 1M tokens
4 / 13Measured dimensions
Alibaba

Qwen3 235B 2507 (Reasoning)

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

Claude Haiku 5.5

ReasoningMathematics
Cheese Index61.6Cheese Index
Input / output$0.1 / $0.5USD / 1M tokens
5 / 13Measured dimensions
Anthropic

Claude Opus 4.7 (Adaptive)

gpqaswe
Cheese Index61.6Cheese Index
Input / output$5 / $25USD / 1M tokens
9 / 13Measured dimensions
StepFun

Step 3.7 Flash

InstructionsReasoning
Cheese Index61.0Cheese Index
Input / output$0.2 / $1.15USD / 1M tokens
6 / 13Measured dimensions
OpenAI

GPT-5.4

gpqaInstructions
Cheese Index60.9Cheese Index
Input / output$2.5 / $15USD / 1M tokens
10 / 13Measured dimensions
DeepSeek

DeepSeek V4.1 Flash

gpqaReasoning
Cheese Index60.5Cheese Index
Input / output$0.3 / $1.2USD / 1M tokens
8 / 13Measured dimensions
OpenAI

GPT-6 Sol

MathematicsMultimodal
Cheese Index60.2Cheese Index
Input / output$2 / $10USD / 1M tokens
6 / 13Measured dimensions
xAI

Grok 4.3

InstructionsMultimodal
Cheese Index59.9Cheese Index
Input / output$1.25 / $2.5USD / 1M tokens
7 / 13Measured dimensions
Zhipu AI

GLM-5.3-Flash

MultimodalReasoning
Cheese Index59.5Cheese Index
Input / outputPrice unknownNot published
7 / 13Measured dimensions
Anthropic

Claude Sonnet 5

sweReasoning
Cheese Index59.4Cheese Index
Input / output$2 / $10USD / 1M tokens
8 / 13Measured dimensions
Qwen

Qwen3.6 Plus

Multilingualgpqa
Cheese Index59.2Cheese Index
Input / output$0.5 / $3USD / 1M tokens
12 / 13Measured dimensions
Google

Gemini 3.7 Flash

MultimodalReasoning
Cheese Index59.0Cheese Index
Input / output$0.75 / $3.75USD / 1M tokens
6 / 13Measured dimensions
Google

Gemma 4 12B

Instructionsgpqa
Cheese Index59.0Cheese Index
Input / outputPrice unknownNot published
7 / 13Measured dimensions
Anthropic

Claude Opus 4.7

gpqaswe
Cheese Index58.8Cheese Index
Input / output$5 / $25USD / 1M tokens
8 / 13Measured dimensions
OpenAI

GPT-5.3 Codex

InstructionsReasoning
Cheese Index58.7Cheese Index
Input / output$1.75 / $14USD / 1M tokens
6 / 13Measured dimensions
Anthropic

Claude 4 Sonnet

CodingMultimodal
Cheese Index58.2Cheese Index
Input / output$3 / $15USD / 1M tokens
5 / 13Measured dimensions
DeepSeek

DeepSeek V4 Pro 0813

MathematicsKnowledge
Cheese Index58.2Cheese Index
Input / output$1.32 / $3.96USD / 1M tokens
6 / 13Measured dimensions
minimax

MiniMax M3

InstructionsReasoning
Cheese Index57.8Cheese Index
Input / output$0.3 / $1.2USD / 1M tokens
8 / 13Measured dimensions
OpenAI

GPT-5.1 Codex

Instructionsswe
Cheese Index57.8Cheese Index
Input / output$1.25 / $10USD / 1M tokens
6 / 13Measured dimensions
Ornith AI

Ornith-1.5-397B

KnowledgeAgent workflows
Cheese Index57.6Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Meta

Muse Spark 1.2

ReasoningKnowledge
Cheese Index57.3Cheese Index
Input / output$1.25 / $4.25USD / 1M tokens
4 / 13Measured dimensions
DeepSeek

DeepSeek V3.1 (Reasoning)

Codinggpqa
Cheese Index56.5Cheese Index
Input / outputPrice unknownNot published
8 / 13Measured dimensions
Google

Gemini 3 Pro

gpqaInstructions
Cheese Index56.2Cheese Index
Input / output$2 / $12USD / 1M tokens
8 / 13Measured dimensions
InclusionAI

Ling 3.0 Flash

MathematicsReasoning
Cheese Index56.1Cheese Index
Input / output$0.06 / $0.18USD / 1M tokens
7 / 13Measured dimensions
xAI

Grok 4.5

gpqaMultimodal
Cheese Index55.6Cheese Index
Input / output$2 / $6USD / 1M tokens
7 / 13Measured dimensions
Google

Gemini 3.5 Flash

MultimodalInstructions
Cheese Index55.4Cheese Index
Input / output$1.5 / $9USD / 1M tokens
9 / 13Measured dimensions
Upstage

Solar Pro 3

InstructionsReasoning
Cheese Index55.0Cheese Index
Input / output$0.15 / $0.6USD / 1M tokens
3 / 13Measured dimensions
OpenAI

GPT-6 Luna

MathematicsMultimodal
Cheese Index55.0Cheese Index
Input / output$0.1 / $0.5USD / 1M tokens
6 / 13Measured dimensions
Meta

Muse Spark 1.1

mcpMultimodal
Cheese Index54.7Cheese Index
Input / output$1.25 / $4.25USD / 1M tokens
7 / 13Measured dimensions
Prism ML

Ternary Bonsai 2 27B

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

Hy4 preview

gpqaMultimodal
Cheese Index54.5Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
zai-org

GLM-5.2

gpqaInstructions
Cheese Index54.4Cheese Index
Input / output$1.4 / $4.4USD / 1M tokens
9 / 13Measured dimensions
zai-org

GLM-5.1

Instructionsgpqa
Cheese Index54.4Cheese Index
Input / output$1.4 / $4.4USD / 1M tokens
9 / 13Measured dimensions
Meta

Muse Spark

Instructionsgpqa
Cheese Index54.3Cheese Index
Input / outputPrice unknownNot published
9 / 13Measured dimensions
Xiaomi

MiMo-V2.6-Flash

ReasoningMultimodal
Cheese Index54.2Cheese Index
Input / output$0.14 / $0.28USD / 1M tokens
5 / 13Measured dimensions
Arcee AI

Trinity-Large-Thinking

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

GPT-5.4 mini

Instructionsgpqa
Cheese Index53.8Cheese Index
Input / output$0.75 / $4.5USD / 1M tokens
10 / 13Measured dimensions
Mistral AI

Mistral Large 4

ReasoningMultimodal
Cheese Index52.7Cheese Index
Input / output$0.68 / $2.09USD / 1M tokens
5 / 13Measured dimensions
zai-org

GLM-5

MultilingualInstructions
Cheese Index52.5Cheese Index
Input / output$1 / $3.2USD / 1M tokens
9 / 13Measured dimensions
Anthropic

Claude Opus 4.5

Multilingualgpqa
Cheese Index52.0Cheese Index
Input / output$5 / $25USD / 1M tokens
11 / 13Measured dimensions
Qwen

Qwen3.6-27B

gpqaInstructions
Cheese Index51.8Cheese Index
Input / outputPrice unknownNot published
10 / 13Measured dimensions
OpenAI

GPT-5 (medium)

gpqaInstructions
Cheese Index51.8Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
Tencent

Hy3 Preview

CodingInstructions
Cheese Index51.6Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
Unknown

deepseek-v4-pro

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

Agents-A1

ReasoningAgent workflows
Cheese Index51.3Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
InternScience

Agents-A1-F16-GGUF

Agent workflows
Cheese Index51.3Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
InternScience

Agents-A1-FP8

Agent workflows
Cheese Index51.3Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
InternScience

Agents-A1-Q4_K_M-GGUF

Agent workflows
Cheese Index51.3Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
InternScience

Agents-A1-Q8_0-GGUF

Agent workflows
Cheese Index51.3Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
moonshotai

Kimi K2.7 Code

ReasoningInstructions
Cheese Index51.2Cheese Index
Input / output$0.95 / $4USD / 1M tokens
7 / 13Measured dimensions
Meta

Muse Glimmer 30B

Mathematicsgpqa
Cheese Index50.5Cheese Index
Input / outputPrice unknownNot published
11 / 13Measured dimensions
Anthropic

Claude Sonnet 4.6

gpqaswe
Cheese Index49.8Cheese Index
Input / output$3 / $15USD / 1M tokens
10 / 13Measured dimensions
Google

Gemini 3 Flash

gpqaMultimodal
Cheese Index49.2Cheese Index
Input / output$0.5 / $3USD / 1M tokens
11 / 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-Pro

Instructionsswe
Cheese Index48.5Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
moonshotai

Kimi K2.6

gpqaswe
Cheese Index48.5Cheese Index
Input / output$0.95 / $4USD / 1M tokens
8 / 13Measured dimensions
Anthropic

Claude Opus 4.6 (Adaptive)

gpqaswe
Cheese Index48.3Cheese Index
Input / output$5 / $25USD / 1M tokens
7 / 13Measured dimensions
Alibaba

Qwen3.5 Plus

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

GLM-5V-Turbo

ReasoningInstructions
Cheese Index47.1Cheese Index
Input / output$1.2 / $4USD / 1M tokens
5 / 13Measured dimensions
Xiaomi

MiMo-V2-Flash

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

Ling 3.0 Flash FP8

KnowledgeInstructions
Cheese Index46.5Cheese Index
Input / output$0.06 / $0.18USD / 1M tokens
4 / 13Measured dimensions
Alibaba Cloud / Qwen Team

Qwen3.8-Flash-Next

gpqaInstructions
Cheese Index46.3Cheese Index
Input / outputPrice unknownNot published
8 / 13Measured dimensions
DeepSeek

DeepSeek V3.2

gpqaswe
Cheese Index45.9Cheese Index
Input / output$0.28 / $0.42USD / 1M tokens
7 / 13Measured dimensions
Anthropic

Claude Opus 4.5 Thinking

gpqaswe
Cheese Index45.9Cheese Index
Input / outputPrice unknownNot published
7 / 13Measured dimensions
Google

Gemini 3.6 Flash

MultimodalReasoning
Cheese Index45.8Cheese Index
Input / output$0.75 / $3.75USD / 1M tokens
6 / 13Measured dimensions
Apodex

Apodex 1.1

MultimodalReasoning
Cheese Index45.8Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
OpenAI

GPT-5.2 Codex

InstructionsReasoning
Cheese Index45.4Cheese Index
Input / output$1.75 / $14USD / 1M tokens
6 / 13Measured dimensions
OpenAI

GPT-OSS 120B

Instructionsgpqa
Cheese Index45.4Cheese Index
Input / outputPrice unknownNot published
6 / 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 Index45.1Cheese 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 Index44.8Cheese Index
Input / output$1.5 / $7.5USD / 1M tokens
6 / 13Measured dimensions
xAI

Grok 4.1 Fast (Reasoning)

ReasoningInstructions
Cheese Index44.4Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
Unknown

Claude Mythos Preview

gpqaswe
Cheese Index44.1Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

deepseek-v4-flash

Cheese Index43.4Cheese 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
OpenAI

GPT-5.4 nano

Instructionsgpqa
Cheese Index42.6Cheese Index
Input / output$0.2 / $1.25USD / 1M tokens
10 / 13Measured dimensions
OpenAI

GPT-5.2

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

Grok 4

gpqaReasoning
Cheese Index41.6Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
Multiverse Computing

Quasar 438B

ReasoningKnowledge
Cheese Index41.6Cheese Index
Input / output$0.6 / $1.8USD / 1M tokens
4 / 13Measured dimensions
Xiaomi

MiMo-V2-Omni

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

o3

Instructionsgpqa
Cheese Index41.4Cheese Index
Input / output$2 / $8USD / 1M tokens
8 / 13Measured dimensions
Moonshot AI

Kimi K2

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

o1

Instructionsgpqa
Cheese Index40.7Cheese Index
Input / output$15 / $60USD / 1M tokens
7 / 13Measured dimensions
Tencent

Hy3

gpqaReasoning
Cheese Index40.3Cheese Index
Input / outputPrice unknownNot published
7 / 13Measured dimensions
Qwen

Qwen3.5-27B

InstructionsMultilingual
Cheese Index40.2Cheese Index
Input / outputPrice unknownNot published
10 / 13Measured dimensions
Alibaba Cloud / Qwen Team

Qwen3.6-35B-A3B

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

Gemma 4 E4B

gpqaInstructions
Cheese Index40.0Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
NVIDIA

Nemotron 3 Ultra

InstructionsMultilingual
Cheese Index39.7Cheese Index
Input / outputPrice unknownNot published
9 / 13Measured dimensions
Moonshot AI

Kimi K2.5 (Reasoning)

gpqaswe
Cheese Index38.8Cheese Index
Input / output$0.6 / $3USD / 1M tokens
7 / 13Measured dimensions
Unknown

DeepSeek-V4-Pro-Max

gpqaswe
Cheese Index38.6Cheese Index
Input / output$1.3 / $2.6USD / 1M tokens
4 / 13Measured dimensions
DeepSeek

DeepSeek V3.1

gpqaKnowledge
Cheese Index38.2Cheese Index
Input / outputPrice unknownNot published
8 / 13Measured dimensions
Unknown

Qwen3 VL 235B A22B Instruct

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

Nemotron 3 Nano Omni 30B A3B

InstructionsKnowledge
Cheese Index37.5Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
Google

Gemini 3.1 Pro

gpqaswe
Cheese Index36.7Cheese Index
Input / output$2 / $12USD / 1M tokens
10 / 13Measured dimensions
Unknown

GPT-5.1 Instant

gpqaswe
Cheese Index36.5Cheese Index
Input / output$1.25 / $10USD / 1M tokens
2 / 13Measured dimensions
zai-org

GLM-4.6

gpqaswe
Cheese Index36.4Cheese Index
Input / output$0.5 / $2USD / 1M tokens
8 / 13Measured dimensions
Unknown

Ember-1

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

Kimi K2.5

gpqaMultilingual
Cheese Index36.2Cheese Index
Input / output$0.6 / $3USD / 1M tokens
11 / 13Measured dimensions
Qwen

Qwen3.5-122B-A10B

InstructionsMultilingual
Cheese Index36.1Cheese Index
Input / outputPrice unknownNot published
10 / 13Measured dimensions
Alibaba

Qwen3.5 397B

Multilingualgpqa
Cheese Index36.0Cheese Index
Input / output$0.6 / $3.6USD / 1M tokens
11 / 13Measured dimensions
DeepSeek

DeepSeek-R1

Knowledgegpqa
Cheese Index35.5Cheese Index
Input / output$0.55 / $2.19USD / 1M tokens
5 / 13Measured dimensions
Unknown

Claude Mythos 5.1

Cheese Index35.5Cheese Index
Input / outputPrice unknownNot published
0 / 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

Gemini 3.5 Flash-Lite

MultimodalReasoning
Cheese Index35.2Cheese Index
Input / output$0.3 / $2.5USD / 1M tokens
6 / 13Measured dimensions
Google

Gemma 4 E2B

Instructionsgpqa
Cheese Index35.0Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
xAI

Grok 4 Fast (Reasoning)

ReasoningInstructions
Cheese Index34.7Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
Alibaba

Qwen3.5 Flash

KnowledgeMathematics
Cheese Index34.6Cheese Index
Input / output$0.1 / $0.4USD / 1M tokens
3 / 13Measured dimensions
zai-org

GLM-4.7

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

Ling 3.0 Flash VL

MultimodalReasoning
Cheese Index34.6Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
Anthropic

Claude Sonnet 4.5

gpqaterminal
Cheese Index34.1Cheese Index
Input / output$3 / $15USD / 1M tokens
5 / 13Measured dimensions
Unknown

Qwen3.8 Flash

gpqahle
Cheese Index33.9Cheese Index
Input / output$0.15 / $0.47USD / 1M tokens
2 / 13Measured dimensions
Unknown

DeepSeek-V4-Flash-Vision-Exp

Cheese Index33.5Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
minimax

MiniMax M2.5

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

Gemma 4 31B

Instructionsgpqa
Cheese Index33.1Cheese Index
Input / outputPrice unknownNot published
8 / 13Measured dimensions
xiaomi

MiMo-V2.5

MultimodalCoding
Cheese Index32.5Cheese Index
Input / output$0.168 / $0.336USD / 1M tokens
3 / 13Measured dimensions
Unknown

Seed 2.1 Pro

mcphle
Cheese Index32.2Cheese 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
Unknown

Gemini 3.8 Flash Cyber

Cheese Index32.1Cheese Index
Input / outputPrice unknownNot published
0 / 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

DeepSeek-V4-Flash-Max

gpqaswe
Cheese Index31.6Cheese Index
Input / output$0.09 / $0.18USD / 1M tokens
4 / 13Measured dimensions
Unknown

DeepSeek-V4-Flash-0731

Cheese Index31.2Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Grok-3

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

Qwen3.5-35B-A3B

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

Gemini 2.5 Pro

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

MAI-Thinking-1

Instructionsgpqa
Cheese Index30.8Cheese Index
Input / outputPrice unknownNot published
7 / 13Measured dimensions
IBM

Granite 4.2 8B

Instructionsgpqa
Cheese Index30.7Cheese Index
Input / outputPrice unknownNot published
6 / 13Measured dimensions
Meta

Llama 4 Maverick

gpqaReasoning
Cheese Index30.0Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
Unknown

Seed 2.1 Turbo

mcphle
Cheese Index29.9Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Cohere

Command A+

InstructionsReasoning
Cheese Index29.9Cheese Index
Input / output$2.5 / $10USD / 1M tokens
4 / 13Measured dimensions
xAI

Grok Build 0.1

Agent workflowsCoding
Cheese Index29.7Cheese Index
Input / output$1 / $2USD / 1M tokens
2 / 13Measured dimensions
Unknown

Gemini 3.5 Flash Cyber

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

Laguna S 2.1

Cheese Index29.4Cheese Index
Input / output$0.1 / $0.2USD / 1M tokens
0 / 13Measured dimensions
DeepSeek

DeepSeek-V3 0324

gpqaMultilingual
Cheese Index29.0Cheese Index
Input / output$0.24 / $0.9USD / 1M tokens
5 / 13Measured dimensions
DeepSeek

DeepSeek V3.2 (Thinking)

gpqaswe
Cheese Index28.8Cheese Index
Input / output$0.55 / $2.19USD / 1M tokens
4 / 13Measured dimensions
Ornith AI

Ornith-1.5-35B-A3B

KnowledgeAgent workflows
Cheese Index27.9Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
OpenAI

GPT-5 mini

gpqaCoding
Cheese Index27.3Cheese Index
Input / output$0.25 / $2USD / 1M tokens
4 / 13Measured dimensions
Mistral

Mistral Small 4

gpqaReasoning
Cheese Index27.1Cheese Index
Input / output$0.15 / $0.6USD / 1M tokens
5 / 13Measured dimensions
Amazon

Nova Pro

gpqaInstructions
Cheese Index27.1Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
Unknown

Qwen3.5-397B-A17B

gpqaswe
Cheese Index26.7Cheese Index
Input / output$0.45 / $3USD / 1M tokens
3 / 13Measured dimensions
Google

Gemini 2.5 Flash

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

DeepSeek-V4-Flash-0423

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

Laguna M.1

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

GPT-5

gpqaswe
Cheese Index26.2Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

MiniMax M2.1

gpqaswe
Cheese Index26.2Cheese Index
Input / output$0.3 / $1.2USD / 1M tokens
4 / 13Measured dimensions
Unknown

Seed 2.0 Pro

gpqaswe
Cheese Index26.0Cheese Index
Input / output$0.5 / $3USD / 1M tokens
2 / 13Measured dimensions
OpenAI

GPT-4.1 mini

gpqaReasoning
Cheese Index25.4Cheese Index
Input / output$0.4 / $1.6USD / 1M tokens
9 / 13Measured dimensions
Google

Gemini 3.1 Flash-Lite

gpqaKnowledge
Cheese Index25.2Cheese Index
Input / output$0.25 / $1.5USD / 1M tokens
7 / 13Measured dimensions
Unknown

MiniMax M2

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

Mercury 2.5

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

Grok 4.20

MultimodalKnowledge
Cheese Index24.4Cheese Index
Input / output$1.25 / $2.5USD / 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 Index23.8Cheese Index
Input / output$0.1 / $0.4USD / 1M tokens
1 / 13Measured dimensions
Ornith AI

Ornith-1.5-9B

KnowledgeAgent workflows
Cheese Index23.6Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Mistral

Mistral Medium 3

sweReasoning
Cheese Index23.5Cheese Index
Input / output$0.4 / $2USD / 1M tokens
5 / 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 Index22.0Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Gemini 1.5 Flash

gpqa
Cheese Index21.7Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

GPT-5.1 Thinking

gpqaswe
Cheese Index21.4Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

GPT-4o mini

gpqaswe
Cheese Index21.3Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Claude Opus 4.1

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

GPT-4o

gpqaReasoning
Cheese Index21.2Cheese Index
Input / output$2.5 / $10USD / 1M tokens
8 / 13Measured dimensions
Unknown

Mistral Medium 3.5

swe
Cheese Index21.0Cheese Index
Input / output$1.5 / $7.5USD / 1M tokens
1 / 13Measured dimensions
Unknown

MiniCPM-SALA

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

Grok-1.5

gpqa
Cheese Index20.9Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Solar Pro 4

gpqaswe
Cheese Index20.8Cheese Index
Input / output$0.3 / $1.2USD / 1M tokens
2 / 13Measured dimensions
Unknown

U2

Cheese Index20.6Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Kimi K2-Thinking-0905

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

Nemotron 3 Ultra (550B A55B)

gpqaswe
Cheese Index20.4Cheese Index
Input / output$0.5 / $2.2USD / 1M tokens
3 / 13Measured dimensions
Microsoft

Phi 4

Multilingualgpqa
Cheese Index20.2Cheese Index
Input / outputPrice unknownNot published
5 / 13Measured dimensions
Unknown

Claude 3 Sonnet

gpqa
Cheese Index20.0Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Sarvam-105B

gpqaswe
Cheese Index19.6Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Seed 1.8

swe
Cheese Index19.5Cheese Index
Input / output$0.25 / $2USD / 1M tokens
1 / 13Measured dimensions
Unknown

Kimi K2 0905

gpqa
Cheese Index19.4Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

MAI-Code-1-Flash

gpqaswe
Cheese Index19.2Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Nova 2 Pro

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

GPT-5 Codex

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

LongCat-Flash-Thinking-2601

gpqaswe
Cheese Index18.7Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Llama 3.1 8B Instruct

gpqa
Cheese Index18.7Cheese Index
Input / output$0.02 / $0.04USD / 1M tokens
1 / 13Measured dimensions
Unknown

Grok-3 Mini

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

MAI-Code-1.1-Flash

swe
Cheese Index18.6Cheese Index
Input / output$0.2 / $1.2USD / 1M tokens
1 / 13Measured dimensions
Unknown

DeepSeek-V3.2-Speciale

swehle
Cheese Index18.3Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Pixtral-12B

Cheese Index18.2Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Grok 4 Fast

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

Qwen3 Max

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

Gemini 2.5 Flash-Lite

gpqaswe
Cheese Index17.9Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Seed 2.0 Lite

gpqaswe
Cheese Index17.7Cheese Index
Input / outputPrice unknownNot published
2 / 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

DeepSeek-V3.2-Exp

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

Claude Opus 4

gpqaswe
Cheese Index17.2Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

o1-preview

gpqaswe
Cheese Index17.2Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Solar Mini 4

Cheese Index17.2Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

LFM2.5-2.6B

Cheese Index16.9Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Gemini 2.5 Pro Preview 06-05

gpqaswe
Cheese Index16.6Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Claude Sonnet 4

gpqaswe
Cheese Index16.4Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Phi-3.5-MoE-instruct

gpqa
Cheese Index16.3Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Qwen3 Max Thinking

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

gemini-3-1-pro-preview

Cheese Index15.8Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

GLM-4.5

gpqaswe
Cheese Index15.7Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
Unknown

Gemma 3 4B

gpqa
Cheese Index15.5Cheese Index
Input / output$0.05 / $0.1USD / 1M tokens
1 / 13Measured dimensions
Unknown

Gemma 3n E2B Instructed

gpqa
Cheese Index15.4Cheese 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

Laguna XS 2.1

swe
Cheese Index14.5Cheese 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 Index14.3Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

GPT-4

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

LongCat-Flash-Thinking

gpqaswe
Cheese Index13.9Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Claude 3.7 Sonnet

gpqaswe
Cheese Index13.5Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Mistral Large 2

Cheese Index13.0Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Nova 2 Lite

gpqaswe
Cheese Index12.6Cheese Index
Input / output$0.3 / $2.5USD / 1M tokens
4 / 13Measured dimensions
Unknown

GPT-3.5 Turbo

gpqa
Cheese Index12.5Cheese Index
Input / output$0.5 / $1.5USD / 1M tokens
1 / 13Measured dimensions
Unknown

Qwen2.5 VL 32B Instruct

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

Kimi K2 Instruct

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

LongCat-Flash-Chat

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

Qwen3 32B

Cheese Index12.3Cheese Index
Input / output$0.08 / $0.28USD / 1M tokens
0 / 13Measured dimensions
Unknown

Qwen3 235B A22B

gpqa
Cheese Index12.2Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Mercury 2

gpqa
Cheese Index12.0Cheese Index
Input / output$0.25 / $0.75USD / 1M tokens
1 / 13Measured dimensions
Unknown

o4-mini

gpqaswe
Cheese Index11.8Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Phi-3.5-mini-instruct

gpqa
Cheese Index11.7Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Llama 3.1 405B Instruct

gpqa
Cheese Index11.5Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Claude 3.5 Sonnet

gpqaswe
Cheese Index11.3Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

IBM Granite 4.2 3B

gpqa
Cheese Index11.2Cheese Index
Input / output$0.03 / $0.12USD / 1M tokens
1 / 13Measured dimensions
Unknown

Granite 3.3 8B Instruct

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

Granite 3.3 8B Base

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

North Mini Code 1.0

swe
Cheese Index10.9Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Kimi K2 Base

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

GPT-4.1 nano

gpqa
Cheese Index10.5Cheese 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 Index10.0Cheese 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

Qwen2 72B Instruct

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

LongCat-Flash-Lite

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

Mistral Small 3.1 24B Instruct

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

Kimi K2-Instruct-0905

gpqaswe
Cheese Index9.7Cheese Index
Input / outputPrice unknownNot published
4 / 13Measured dimensions
Unknown

MiniMax M1 80K

gpqaswe
Cheese Index9.4Cheese 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 Index9.2Cheese Index
Input / output$0.1 / $0.32USD / 1M tokens
1 / 13Measured dimensions
Unknown

Grok-2

gpqa
Cheese Index9.1Cheese Index
Input / outputPrice unknownNot published
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

IBM Granite 4.2 30B

gpqaswe
Cheese Index8.9Cheese 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 Index8.0Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Nemotron 3 Super (120B A12B)

gpqaswe
Cheese Index7.6Cheese 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

Gemma 3 1B

gpqa
Cheese Index6.6Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

DeepSeek-R1-0528

gpqaswe
Cheese Index6.4Cheese Index
Input / output$0.5 / $2.15USD / 1M tokens
4 / 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

DeepSeek-V2.5

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

DeepSeek-V3

gpqaswe
Cheese Index6.1Cheese Index
Input / output$0.32 / $0.89USD / 1M tokens
2 / 13Measured dimensions
Unknown

Sarvam-30B

gpqaswe
Cheese Index5.9Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Grok-2 mini

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

GPT-4.5

gpqaswe
Cheese Index5.7Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Phi 4 Reasoning Plus

gpqa
Cheese Index5.6Cheese Index
Input / outputPrice unknownNot published
1 / 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 Index5.4Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Gemma 3 27B

gpqa
Cheese Index5.3Cheese Index
Input / output$0.08 / $0.16USD / 1M tokens
1 / 13Measured dimensions
Unknown

Gemma 2 9B

Cheese Index5.3Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Devstral Medium

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

Magistral Small 2506

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

Claude 3 Opus

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

o3-mini

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

Mistral Small 3 24B Instruct

gpqa
Cheese Index4.6Cheese Index
Input / output$0.05 / $0.08USD / 1M tokens
1 / 13Measured dimensions
Unknown

QwQ-32B-Preview

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

Gemini 1.5 Pro

gpqa
Cheese Index4.3Cheese 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

DeepSeek R1 Zero

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

GLM-4.7-Flash

gpqaswe
Cheese Index4.1Cheese Index
Input / outputPrice unknownNot published
3 / 13Measured dimensions
Unknown

Claude 3.5 Haiku

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

Qwen2.5 14B Instruct

gpqa
Cheese Index3.9Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Llama 3.1 70B Instruct

gpqa
Cheese Index3.6Cheese 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 Index3.1Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

IBM Granite 4.0 Tiny Preview

Cheese Index2.9Cheese Index
Input / outputPrice unknownNot published
0 / 13Measured dimensions
Unknown

Gemini Diffusion

gpqaswe
Cheese Index2.8Cheese Index
Input / outputPrice unknownNot published
2 / 13Measured dimensions
Unknown

Gemma 3 12B

gpqa
Cheese Index2.8Cheese Index
Input / output$0.05 / $0.15USD / 1M tokens
1 / 13Measured dimensions
Unknown

Nova Micro

gpqa
Cheese Index2.6Cheese 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

IBM Granite 4.2 8B

gpqaswe
Cheese Index2.2Cheese Index
Input / output$0.06 / $0.25USD / 1M tokens
2 / 13Measured dimensions
Unknown

DeepSeek R1 Distill Qwen 7B

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

Nemotron 3 Nano (30B A3B)

gpqaswe
Cheese Index1.8Cheese Index
Input / output$0.05 / $0.2USD / 1M tokens
4 / 13Measured dimensions
Unknown

Qwen3-Next-80B-A3B-Instruct

gpqa
Cheese Index1.8Cheese Index
Input / output$0.09 / $1.1USD / 1M tokens
1 / 13Measured dimensions
Unknown

Gemini 2.0 Flash

gpqa
Cheese Index1.6Cheese Index
Input / outputPrice unknownNot published
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 Index1.1Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Grok-4.1 Thinking

Cheese Index1.0Cheese 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

Devstral Small 1.1

swe
Cheese Index0.6Cheese Index
Input / outputPrice unknownNot published
1 / 13Measured dimensions
Unknown

Claude 3 Haiku

gpqa
Cheese Index0.6Cheese 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

Qwen3.5-4B

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

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.