Sonar Reasoning Pro
A high-performance reasoning model leveraging advanced multi-step CoT reasoning and enhanced information retrieval.
- Model Type: Reasoning
- Use Case: Best suited for dealing with complex topics that require advanced multi-step reasoning.
- Context Length: 128k
Key Features:
- Enhanced Chain-of-thought (CoT) reasoning
- 2x more citations on average than Sonar Reasoning
- Uses advanced information retrieval architecture
Real-World Examples:
- Performing competitive analyses for new products
- Understanding and exploring complex scientific topics
- Making detailed travel plans
Pricing
Metric | High | Medium | Low |
---|---|---|---|
Input Tokens (Per Million) | $2 | $2 | $2 |
Output Tokens (Per Million) | $8 | $8 | $8 |
Price per 1,000 Requests | $14 | $10 | $6 |
Test the Model
- The
sonar-reasoning-pro
model is designed to output a<think>
section containing reasoning tokens, immediately followed by a valid JSON object. As a result, theresponse_format
parameter 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.
Sample Response Metadata
Cost Breakdown for Sample Request
Cost Breakdown for Sample Request
Token Usage
- Prompt Tokens: 17
- Completion Tokens: 1412
- Search Context Size: Low
Cost Calculation
-
Input Tokens Cost
- 17 tokens ÷ 1,000,000 × 0.000034
-
Output Tokens Cost
- 1412 tokens ÷ 1,000,000 × 0.011296
-
Search Context Cost
- 1 request × 0.006
-
Total Cost
- 0.011296 + 0.01733
Summary
The total cost for this request is $0.01733.