Perplexity: Sonar Pro

Text input Image input Text output
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
Cost
$$$$$
Context
200K
Released
Mar 06, 2025
Speed
Ability
Reliability
Supported Parameters

This model supports the following parameters:

Temperature Presence Penalty Max Tokens Frequency Penalty Top P
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
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