o4 Mini High API Benchmarks, Pricing & Provider Data
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OpenAI o4-mini-high is the same model as [o4-mini](/openai/o4-mini) with reasoning_effort set to high. OpenAI o4-mini is a compact reasoning model in the o-series, optimized for fast, cost-efficient p...
Category Performance
Observed-capability estimates with uncertainty reported separately from independent benchmark families.
- Coverage
- 1 / 8
- Methodology
- V3.0
#1Math51.7Provisional1/4 Measured dimensions
Specifications
Input and output token limits for this model, plus how it ranks on long-context understanding.
Features
Rankings
Excels at
Detailed scores
Updated: Aug 20, 2026Overall
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Overall score53.0#65 / 100
Overall
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Agents
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No data80% interval30.8–69.20/4 Measured dimensions
Agents
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Coding
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No data80% interval30.8–69.20/4 Measured dimensions
Coding
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Reasoning
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No data80% interval30.8–69.20/4 Measured dimensions
Reasoning
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Knowledge
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No data80% interval30.8–69.20/4 Measured dimensions
Knowledge
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Math
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Score51.780% interval35.7–67.81/4 Measured dimensionsMath score43.4#40 / 62FrontierMath v2 (Tiers 1-3)24.8#24 / 47
Math
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Multilingual
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No data80% interval30.8–69.20/4 Measured dimensions
Multilingual
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Multimodal
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No data80% interval30.8–69.20/4 Measured dimensions
Multimodal
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Instruction following
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No data80% interval30.8–69.20/4 Measured dimensions
Instruction following
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OpenRouter endpoints
1 endpointsThird-party OpenRouter endpoint data, shown separately from LMSpeed measurements. Some 30-minute live performance fields only appear after syncing with an OpenRouter API key.
| Provider endpoint | Input | Output | 1d uptime | 30m latency | 30m throughput | Context / output |
|---|---|---|---|---|---|---|
OpenAI openai | $1.10/M | $4.40/M | 100% | — | — | undefined tokens / undefined tokens |