Perplexity: Sonar Pro

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

This model supports the following parameters:

Top P Frequency Penalty Max Tokens Presence Penalty Temperature
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
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