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 double the number of citations per search as Sonar on average. Plus, with a larger context window, it can handle longer and more nuanced searches and follow-up questions.
Key Specifications
Supported Parameters
This model supports the following parameters:
Performance Summary
Perplexity: Sonar Pro, created on March 6, 2025, demonstrates competitive response times, ranking in the 46th percentile across six benchmarks. However, its pricing tends to be at a premium, placing it in the 16th percentile for cost-effectiveness. A standout feature is its exceptional reliability, achieving a perfect 100th percentile, indicating minimal technical failures and consistent usable responses. The model exhibits strong performance in specific categories. It achieved perfect accuracy in both Ethics and General Knowledge benchmarks, notably being the most accurate and efficient at its price point in these areas. In Reasoning, it scored an impressive 86% accuracy, placing it in the 85th percentile. Email Classification also showed high accuracy at 99%. While its Coding (80%) and Instruction Following (47%) accuracies are moderate, they are within competitive ranges. The model's larger 200,000 context window and double citation capability are key advantages for complex, multi-step queries. Overall, Sonar Pro is a highly reliable model with strong accuracy in knowledge-based and ethical reasoning tasks, though its premium pricing and moderate performance in coding and instruction following should be considered.
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 | Free | Executions | Accuracy | Cost | Duration |
---|
Other Models by perplexity
|
Released | Params | Context |
|
Speed | Ability | Cost |
---|---|---|---|---|---|---|---|
Perplexity: Sonar Reasoning Pro | Mar 06, 2025 | — | 128K |
Image input
Text input
Text output
|
★ | ★★★★ | $$$$$ |
Perplexity: Sonar Deep Research | Mar 06, 2025 | — | 128K |
Text input
Text output
|
— | — | $$$$$ |
Perplexity: R1 1776 | Feb 19, 2025 | — | 128K |
Text input
Text output
|
★ | ★★★★★ | $$$$$ |
Perplexity: Sonar Reasoning | Jan 28, 2025 | — | 127K |
Text input
Text output
|
★ | ★★★★ | $$$$$ |
Perplexity: Sonar | Jan 27, 2025 | — | 127K |
Image input
Text input
Text output
|
★★★ | ★★★ | $$$$ |
Perplexity: Llama 3.1 Sonar 70B Online Unavailable | Jul 31, 2024 | 70B | 127K |
Text input
Text output
|
★★ | ★★ | $$$$ |
Perplexity: Llama 3.1 Sonar 8B Online Unavailable | Jul 31, 2024 | 8B | 127K |
Text input
Text output
|
★★ | ★ | $$ |