Author's Description
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) For enterprises seeking more advanced capabilities, the Sonar Pro API can handle in-depth, multi-step queries with added extensibility, like...
Key Specifications
Supported Parameters
This model supports the following parameters:
Performance Summary
Perplexity: Sonar Pro, released on March 6, 2025, demonstrates competitive response times, performing among the faster models with a 49th percentile speed ranking across seven benchmarks. However, its pricing tends to be at a premium level, ranking in the 17th percentile. A standout feature is its exceptional reliability, achieving a perfect 100% success rate across all benchmarks, indicating minimal technical failures. The model excels in knowledge-based tasks, achieving perfect 100% accuracy in both General Knowledge and Ethics benchmarks, often being the most accurate model at its price point and speed. It also performs strongly in Email Classification with 99.0% accuracy. While its Reasoning (78.0% accuracy) and Coding (80.0% accuracy) capabilities are respectable, they are not top-tier. Mathematics accuracy stands at 86.0%, placing it in the 46th percentile. A notable weakness is its Instruction Following, where it achieved only 47.0% accuracy, suggesting challenges with complex, multi-layered directives. Its larger context window of 200,000 tokens and double the citations per search are key differentiators for advanced, multi-step queries.
Model Pricing
Current Pricing
| Feature | Price (per 1M tokens) |
|---|---|
| Prompt | $3 |
| Completion | $15 |
| Web Search | $5000 |
Price History
Available Endpoints
| Provider | Endpoint Name | Context Length | Pricing (Input) | Pricing (Output) |
|---|---|---|---|---|
|
Perplexity
|
Perplexity | perplexity/sonar-pro | 200K | $3 / 1M tokens | $15 / 1M tokens |
Benchmark Results
| Benchmark | Category | Reasoning | Strategy | Free | Executions | Accuracy | Cost | Duration |
|---|
Other Models by perplexity
|
|
Released | Params | Context |
|
Speed | Ability | Cost |
|---|---|---|---|---|---|---|---|
| Perplexity: Sonar Pro Search | Oct 30, 2025 | — | 200K |
Text input
Image input
Text output
|
★★ | ★★★ | $$$$$ |
| Perplexity: Sonar Reasoning Pro | Mar 06, 2025 | — | 128K |
Text input
Image input
Text output
|
★★ | ★★★ | $$$$$ |
| Perplexity: Sonar Deep Research | Mar 06, 2025 | — | 128K |
Text input
Text output
|
— | — | $$$$$ |
| Perplexity: R1 1776 Unavailable | Feb 19, 2025 | — | 128K |
Text input
Text output
|
★★ | ★★★★★ | $$$$$ |
| Perplexity: Sonar Reasoning Unavailable | Jan 28, 2025 | — | 127K |
Text input
Text output
|
★★ | ★★★★ | $$$$$ |
| Perplexity: Sonar | Jan 27, 2025 | — | 127K |
Text input
Image input
Text output
|
★★★ | ★★ | $$$$ |
| Perplexity: Llama 3.1 Sonar 70B Online Unavailable | Jul 31, 2024 | 70B | 127K |
Text input
Text output
|
★★★ | ★ | $$$$ |
| Perplexity: Llama 3.1 Sonar 8B Online Unavailable | Jul 31, 2024 | 8B | 127K |
Text input
Text output
|
★★★ | ★ | $$ |