Documentation Index
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Sonar Reasoning Pro
Advanced reasoning with enhanced multi-step analysis
A high-performance reasoning model leveraging advanced multi-step Chain-of-Thought (CoT) reasoning and enhanced information retrieval for complex problem-solving.
Note:
sonar-reasoning was deprecated on December 15, 2025. sonar-reasoning-pro is its replacement with improved reasoning capabilities.Input Tokens
$2
Per 1M Tokens
Output Tokens
$8
Per 1M Tokens
Price Per 1K Requests
$14$10$6
HighMediumLow
Features
Advanced reasoning model
Enhanced Chain-of-Thought (CoT) reasoning
128K context length
Best for complex multi-step reasoning tasks
No training on customer data
Real World Use Cases
Complex multi-step analysis and reasoning
Advanced research with deep reasoning
Strategic decision making with comprehensive analysis
- The
sonar-reasoning-promodel is designed to output a<think>section containing reasoning tokens, immediately followed by a valid JSON object. As a result, theresponse_formatparameter does not remove these reasoning tokens from the output. We recommend using a custom parser to extract the valid JSON portion, and an example implementation can be found here.
Success Response
Cost Breakdown for Sample Request
Cost Breakdown for Sample Request
Token Usage
- Prompt Tokens: 17
- Completion Tokens: 1152
- Search Context Size: Low
Total cost for this request: $0.015250