# grube.ai

AI model benchmark comparison tool by Bart Stefanski.
Data sourced from Artificial Analysis (benchmarks) and OpenRouter (TPS).

## Models

### Claude Opus 4.7 (Adaptive Reasoning, Max Effort) by Anthropic

- Intelligence: 57.3
- Coding: 52.5
- GPQA: 91.4
- HLE: 39.6
- SciCode: 54.5
- TPS: 52

### GPT-5.4 (xhigh) by OpenAI

- Intelligence: 57.2
- Coding: 57.3
- GPQA: 92.0
- HLE: 41.6
- SciCode: 56.6
- TPS: 32

### Gemini 3.1 Pro Preview by Google (via Google AI Studio)

- Intelligence: 57.2
- Coding: 55.5
- GPQA: 94.1
- HLE: 44.7
- SciCode: 58.9
- TPS: 71

### Claude Opus 4.6 (Adaptive Reasoning, Max Effort) by Anthropic

- Intelligence: 53.0
- Coding: 48.1
- GPQA: 89.6
- HLE: 36.7
- SciCode: 51.9
- TPS: 36

### Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) by Anthropic

- Intelligence: 51.7
- Coding: 50.9
- GPQA: 87.5
- HLE: 30.0
- SciCode: 46.8
- TPS: 42

### GLM-5.1 (Reasoning) by Z AI (via Z.AI)

- Intelligence: 51.4
- Coding: 43.4
- GPQA: 86.8
- HLE: 28.0
- SciCode: 43.8
- TPS: 21

### Qwen3.6 Plus by Alibaba

- Intelligence: 50.0
- Coding: 42.9
- GPQA: 88.2
- HLE: 25.7
- SciCode: 40.7
- TPS: 44

### GLM-5 (Reasoning) by Z AI (via Z.AI)

- Intelligence: 49.8
- Coding: 44.2
- GPQA: 82.0
- HLE: 27.2
- SciCode: 46.2
- TPS: 32

### GPT-5.4 mini (xhigh) by OpenAI

- Intelligence: 48.1
- Coding: 51.5
- GPQA: 87.5
- HLE: 26.6
- SciCode: 49.9
- TPS: 83

### Gemini 3 Flash Preview (Reasoning) by Google

- Intelligence: 46.4
- Coding: 42.6
- Math: 97.0
- MMLU Pro: 89.0
- GPQA: 89.8
- HLE: 34.7
- LiveCode: 90.8
- SciCode: 50.6
- TPS: 68

### Qwen3.5 397B A17B (Reasoning) by Alibaba

- Intelligence: 45.0
- Coding: 41.3
- GPQA: 89.3
- HLE: 27.3
- SciCode: 42.0
- TPS: 53

### GPT-5.4 nano (xhigh) by OpenAI

- Intelligence: 44.4
- Coding: 43.9
- GPQA: 81.7
- HLE: 26.5
- SciCode: 46.9
- TPS: 65

### MiMo-V2-Flash (Feb 2026) by Xiaomi

- Intelligence: 41.5
- Coding: 33.5
- GPQA: 83.5
- HLE: 20.0
- SciCode: 38.3
- TPS: 35

### Grok 4 by xAI

- Intelligence: 41.5
- Coding: 40.5
- Math: 92.7
- MMLU Pro: 86.6
- GPQA: 87.7
- HLE: 23.9
- LiveCode: 81.9
- SciCode: 45.7
- MATH-500: 99.0
- AIME: 94.3
- TPS: 45

### Gemma 4 31B (Reasoning) by Google (via DeepInfra)

- Intelligence: 39.2
- Coding: 38.7
- GPQA: 85.7
- HLE: 22.7
- SciCode: 43.4
- TPS: 32

### Grok 4.1 Fast (Reasoning) by xAI

- Intelligence: 38.6
- Coding: 30.9
- Math: 89.3
- MMLU Pro: 85.4
- GPQA: 85.3
- HLE: 17.6
- LiveCode: 82.2
- SciCode: 44.2
- TPS: 116

### Claude 4.5 Haiku (Reasoning) by Anthropic

- Intelligence: 37.1
- Coding: 32.6
- Math: 83.7
- MMLU Pro: 76.0
- GPQA: 67.2
- HLE: 9.7
- LiveCode: 61.5
- SciCode: 43.3
- TPS: 66

### NVIDIA Nemotron 3 Super 120B A12B (Reasoning) by NVIDIA (via Nebius)

- Intelligence: 36.0
- Coding: 31.2
- GPQA: 80.0
- HLE: 19.2
- SciCode: 36.0
- TPS: 89

### Grok 4 Fast (Reasoning) by xAI

- Intelligence: 35.1
- Coding: 27.4
- Math: 89.7
- MMLU Pro: 85.0
- GPQA: 84.7
- HLE: 17.0
- LiveCode: 83.2
- SciCode: 44.2
- TPS: 123

### Gemini 3.1 Flash-Lite Preview by Google

- Intelligence: 33.5
- Coding: 30.1
- GPQA: 82.2
- HLE: 16.2
- SciCode: 41.9
- TPS: 44

### gpt-oss-120B (high) by OpenAI (via Groq)

- Intelligence: 33.3
- Coding: 28.6
- Math: 93.4
- MMLU Pro: 80.8
- GPQA: 78.2
- HLE: 18.5
- LiveCode: 87.8
- SciCode: 38.9
- TPS: 349

### gpt-oss-120B (high) by OpenAI (via Google)

- Intelligence: 33.3
- Coding: 28.6
- Math: 93.4
- MMLU Pro: 80.8
- GPQA: 78.2
- HLE: 18.5
- LiveCode: 87.8
- SciCode: 38.9
- TPS: 218

### gpt-oss-120B (high) by OpenAI (via Cerebras)

- Intelligence: 33.3
- Coding: 28.6
- Math: 93.4
- MMLU Pro: 80.8
- GPQA: 78.2
- HLE: 18.5
- LiveCode: 87.8
- SciCode: 38.9
- TPS: 768

### GPT-4.1 by OpenAI

- Intelligence: 26.3
- Coding: 21.8
- Math: 34.7
- MMLU Pro: 80.6
- GPQA: 66.6
- HLE: 4.6
- LiveCode: 45.7
- SciCode: 38.1
- MATH-500: 91.3
- AIME: 43.7
- TPS: 44

### GPT-4.1 mini by OpenAI

- Intelligence: 22.9
- Coding: 18.5
- Math: 46.3
- MMLU Pro: 78.1
- GPQA: 66.4
- HLE: 4.6
- LiveCode: 48.3
- SciCode: 40.4
- MATH-500: 92.5
- AIME: 43.0
- TPS: 51

### GPT-4o (Aug '24) by OpenAI

- Intelligence: 18.6
- Coding: 16.6
- GPQA: 52.1
- HLE: 2.9
- LiveCode: 31.7
- SciCode: 33.1
- MATH-500: 79.5
- AIME: 11.7
- TPS: 14

### DeepSeek R1 Distill Qwen 32B by DeepSeek (via NextBit)

- Intelligence: 17.2
- Math: 63.0
- MMLU Pro: 73.9
- GPQA: 61.5
- HLE: 5.5
- LiveCode: 27.0
- SciCode: 37.6
- MATH-500: 94.1
- AIME: 68.7
- TPS: 24

### DeepSeek R1 Distill Llama 70B by DeepSeek (via DeepInfra)

- Intelligence: 16.0
- Coding: 11.4
- Math: 53.7
- MMLU Pro: 79.5
- GPQA: 40.2
- HLE: 6.1
- LiveCode: 26.6
- SciCode: 31.2
- MATH-500: 93.5
- AIME: 67.0
- TPS: 42

### Gemini 2.0 Flash-Lite (Feb '25) by Google

- Intelligence: 14.7
- MMLU Pro: 72.4
- GPQA: 53.5
- HLE: 3.6
- LiveCode: 18.5
- SciCode: 25.0
- MATH-500: 87.3
- AIME: 27.7
- TPS: 22

### Llama 3.3 Instruct 70B by Meta (via Groq)

- Intelligence: 14.5
- Coding: 10.7
- Math: 7.7
- MMLU Pro: 71.3
- GPQA: 49.8
- HLE: 4.0
- LiveCode: 28.8
- SciCode: 26.0
- MATH-500: 77.3
- AIME: 30.0
- TPS: 144

### Llama 4 Scout by Meta (via Groq)

- Intelligence: 13.5
- Coding: 6.7
- Math: 14.0
- MMLU Pro: 75.2
- GPQA: 58.7
- HLE: 4.3
- LiveCode: 29.9
- SciCode: 17.0
- MATH-500: 84.4
- AIME: 28.3
- TPS: 100

### GPT-4.1 nano by OpenAI

- Intelligence: 13.0
- Coding: 11.2
- Math: 24.0
- MMLU Pro: 65.7
- GPQA: 51.2
- HLE: 3.9
- LiveCode: 32.6
- SciCode: 25.9
- MATH-500: 84.8
- AIME: 23.7
- TPS: 35

### GPT-4o mini by OpenAI

- Intelligence: 12.6
- Math: 14.7
- MMLU Pro: 64.8
- GPQA: 42.6
- HLE: 4.0
- LiveCode: 23.4
- SciCode: 22.9
- MATH-500: 78.9
- AIME: 11.7
- TPS: 30

## Pages

- /benchmarks — sortable leaderboard of all models
- /compare/{model-a}-vs-{model-b} — side-by-side comparison

## Compare URLs

- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-openai-gpt-5-4-xhigh
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-google-ai-studio-gemini-3-1-pro-preview
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-anthropic-claude-opus-4-7-adaptive-reasoning-max-effort
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-anthropic-claude-sonnet-4-6-adaptive-reasoning-max-effort
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-z-ai-glm-5-1-reasoning
- /compare/alibaba-qwen3-6-plus-vs-anthropic-claude-opus-4-7-adaptive-reasoning-max-effort
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-z-ai-glm-5-reasoning
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-openai-gpt-5-4-mini-xhigh
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-google-gemini-3-flash-preview-reasoning
- /compare/alibaba-qwen3-5-397b-a17b-reasoning-vs-anthropic-claude-opus-4-7-adaptive-reasoning-max-effort
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-openai-gpt-5-4-nano-xhigh
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-xiaomi-mimo-v2-flash-feb-2026
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-xai-grok-4
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-deepinfra-gemma-4-31b-reasoning
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-xai-grok-4-1-fast-reasoning
- /compare/anthropic-claude-4-5-haiku-reasoning-vs-anthropic-claude-opus-4-7-adaptive-reasoning-max-effort
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-nebius-nvidia-nemotron-3-super-120b-a12b-reasoning
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-xai-grok-4-fast-reasoning
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-google-gemini-3-1-flash-lite-preview
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-groq-gpt-oss-120b-high
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-google-gpt-oss-120b-high
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-cerebras-gpt-oss-120b-high
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-openai-gpt-4-1
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-openai-gpt-4-1-mini
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-openai-gpt-4o-aug-24
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-nextbit-deepseek-r1-distill-qwen-32b
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-deepinfra-deepseek-r1-distill-llama-70b
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-google-gemini-2-0-flash-lite-feb-25
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-groq-llama-3-3-instruct-70b
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-groq-llama-4-scout
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-openai-gpt-4-1-nano
- /compare/anthropic-claude-opus-4-7-adaptive-reasoning-max-effort-vs-openai-gpt-4o-mini
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-openai-gpt-5-4-xhigh
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-openai-gpt-5-4-xhigh
- /compare/anthropic-claude-sonnet-4-6-adaptive-reasoning-max-effort-vs-openai-gpt-5-4-xhigh
- /compare/openai-gpt-5-4-xhigh-vs-z-ai-glm-5-1-reasoning
- /compare/alibaba-qwen3-6-plus-vs-openai-gpt-5-4-xhigh
- /compare/openai-gpt-5-4-xhigh-vs-z-ai-glm-5-reasoning
- /compare/openai-gpt-5-4-mini-xhigh-vs-openai-gpt-5-4-xhigh
- /compare/google-gemini-3-flash-preview-reasoning-vs-openai-gpt-5-4-xhigh
- /compare/alibaba-qwen3-5-397b-a17b-reasoning-vs-openai-gpt-5-4-xhigh
- /compare/openai-gpt-5-4-nano-xhigh-vs-openai-gpt-5-4-xhigh
- /compare/openai-gpt-5-4-xhigh-vs-xiaomi-mimo-v2-flash-feb-2026
- /compare/openai-gpt-5-4-xhigh-vs-xai-grok-4
- /compare/deepinfra-gemma-4-31b-reasoning-vs-openai-gpt-5-4-xhigh
- /compare/openai-gpt-5-4-xhigh-vs-xai-grok-4-1-fast-reasoning
- /compare/anthropic-claude-4-5-haiku-reasoning-vs-openai-gpt-5-4-xhigh
- /compare/nebius-nvidia-nemotron-3-super-120b-a12b-reasoning-vs-openai-gpt-5-4-xhigh
- /compare/openai-gpt-5-4-xhigh-vs-xai-grok-4-fast-reasoning
- /compare/google-gemini-3-1-flash-lite-preview-vs-openai-gpt-5-4-xhigh
- /compare/groq-gpt-oss-120b-high-vs-openai-gpt-5-4-xhigh
- /compare/google-gpt-oss-120b-high-vs-openai-gpt-5-4-xhigh
- /compare/cerebras-gpt-oss-120b-high-vs-openai-gpt-5-4-xhigh
- /compare/openai-gpt-4-1-vs-openai-gpt-5-4-xhigh
- /compare/openai-gpt-4-1-mini-vs-openai-gpt-5-4-xhigh
- /compare/openai-gpt-4o-aug-24-vs-openai-gpt-5-4-xhigh
- /compare/nextbit-deepseek-r1-distill-qwen-32b-vs-openai-gpt-5-4-xhigh
- /compare/deepinfra-deepseek-r1-distill-llama-70b-vs-openai-gpt-5-4-xhigh
- /compare/google-gemini-2-0-flash-lite-feb-25-vs-openai-gpt-5-4-xhigh
- /compare/groq-llama-3-3-instruct-70b-vs-openai-gpt-5-4-xhigh
- /compare/groq-llama-4-scout-vs-openai-gpt-5-4-xhigh
- /compare/openai-gpt-4-1-nano-vs-openai-gpt-5-4-xhigh
- /compare/openai-gpt-4o-mini-vs-openai-gpt-5-4-xhigh
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-google-ai-studio-gemini-3-1-pro-preview
- /compare/anthropic-claude-sonnet-4-6-adaptive-reasoning-max-effort-vs-google-ai-studio-gemini-3-1-pro-preview
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-z-ai-glm-5-1-reasoning
- /compare/alibaba-qwen3-6-plus-vs-google-ai-studio-gemini-3-1-pro-preview
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-z-ai-glm-5-reasoning
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-openai-gpt-5-4-mini-xhigh
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-google-gemini-3-flash-preview-reasoning
- /compare/alibaba-qwen3-5-397b-a17b-reasoning-vs-google-ai-studio-gemini-3-1-pro-preview
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-openai-gpt-5-4-nano-xhigh
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-xiaomi-mimo-v2-flash-feb-2026
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-xai-grok-4
- /compare/deepinfra-gemma-4-31b-reasoning-vs-google-ai-studio-gemini-3-1-pro-preview
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-xai-grok-4-1-fast-reasoning
- /compare/anthropic-claude-4-5-haiku-reasoning-vs-google-ai-studio-gemini-3-1-pro-preview
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-nebius-nvidia-nemotron-3-super-120b-a12b-reasoning
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-xai-grok-4-fast-reasoning
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-google-gemini-3-1-flash-lite-preview
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-groq-gpt-oss-120b-high
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-google-gpt-oss-120b-high
- /compare/cerebras-gpt-oss-120b-high-vs-google-ai-studio-gemini-3-1-pro-preview
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-openai-gpt-4-1
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-openai-gpt-4-1-mini
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-openai-gpt-4o-aug-24
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-nextbit-deepseek-r1-distill-qwen-32b
- /compare/deepinfra-deepseek-r1-distill-llama-70b-vs-google-ai-studio-gemini-3-1-pro-preview
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-google-gemini-2-0-flash-lite-feb-25
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-groq-llama-3-3-instruct-70b
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-groq-llama-4-scout
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-openai-gpt-4-1-nano
- /compare/google-ai-studio-gemini-3-1-pro-preview-vs-openai-gpt-4o-mini
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-anthropic-claude-sonnet-4-6-adaptive-reasoning-max-effort
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-z-ai-glm-5-1-reasoning
- /compare/alibaba-qwen3-6-plus-vs-anthropic-claude-opus-4-6-adaptive-reasoning-max-effort
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-z-ai-glm-5-reasoning
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-openai-gpt-5-4-mini-xhigh
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-google-gemini-3-flash-preview-reasoning
- /compare/alibaba-qwen3-5-397b-a17b-reasoning-vs-anthropic-claude-opus-4-6-adaptive-reasoning-max-effort
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-openai-gpt-5-4-nano-xhigh
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-xiaomi-mimo-v2-flash-feb-2026
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-xai-grok-4
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-deepinfra-gemma-4-31b-reasoning
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-xai-grok-4-1-fast-reasoning
- /compare/anthropic-claude-4-5-haiku-reasoning-vs-anthropic-claude-opus-4-6-adaptive-reasoning-max-effort
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-nebius-nvidia-nemotron-3-super-120b-a12b-reasoning
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-xai-grok-4-fast-reasoning
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-google-gemini-3-1-flash-lite-preview
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-groq-gpt-oss-120b-high
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-google-gpt-oss-120b-high
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-cerebras-gpt-oss-120b-high
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-openai-gpt-4-1
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-openai-gpt-4-1-mini
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-openai-gpt-4o-aug-24
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-nextbit-deepseek-r1-distill-qwen-32b
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-deepinfra-deepseek-r1-distill-llama-70b
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-google-gemini-2-0-flash-lite-feb-25
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-groq-llama-3-3-instruct-70b
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-groq-llama-4-scout
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-openai-gpt-4-1-nano
- /compare/anthropic-claude-opus-4-6-adaptive-reasoning-max-effort-vs-openai-gpt-4o-mini
- /compare/anthropic-claude-sonnet-4-6-adaptive-reasoning-max-effort-vs-z-ai-glm-5-1-reasoning
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