Sonar Reasoning Pro API Benchmarks, Pricing & Provider Data
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Note: Sonar Pro pricing includes Perplexity search pricing. See [details here](https://docs.perplexity.ai/guides/pricing#detailed-pricing-breakdown-for-sonar-reasoning-pro-and-sonar-pro) Sonar Reasoni...
Category Performance
Observed-capability estimates with uncertainty reported separately from independent benchmark families.
- Coverage
- 1 / 8
- Methodology
- V3.0
#1Math57.4Estimated2/4 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 25, 2026Agents
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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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Score57.480% interval45.6–69.22/4 Measured dimensionsAIME79.0%#13 / 68MATH-50095.7%#20 / 73
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 |
|---|---|---|---|---|---|---|
Perplexity perplexity | $2/M | $8/M | 99.9% | — | — | undefined tokens / undefined tokens |
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