FlagshipPerplexity

Sonar Pro

Sonar Pro is Perplexity's flagship model that combines language generation with real-time web search and image analysis capabilities, featuring a 200K token context window.

Context 200K
Tier Flagship
Modalities text, image
Input from
$3.00 / 1M tokens
across 2 providers

API Pricing

ProviderInput / 1MOutput / 1MUpdated
$3.00$15.004/13/2026
$3.00$15.004/14/2026

Prices updated daily. Last check: 4/14/2026

Model Details

General

Creator
Perplexity
Family
Sonar
Tier
Flagship
Context Window
200K
Modalities
Text, Image

Capabilities

Tool Calling
No
Open Source
No

Strengths & Limitations

  • Real-time web search integration provides access to current information beyond training data
  • Automatic citation and source attribution for generated responses
  • 200K token context window supports processing of lengthy documents
  • Multimodal input support includes both text and image analysis
  • Search-augmented generation reduces hallucination for factual queries
  • Can provide up-to-date information on recent events and developments
  • Integrated fact-checking capabilities through web source verification
  • No tool calling or function execution capabilities
  • Proprietary model with no open-source availability
  • Depends on web connectivity and search infrastructure for optimal performance
  • May have slower response times due to real-time search integration
  • Search quality can vary based on query complexity and available sources

Key Features

Real-time web search integration
Automatic source citation and attribution
200K token context window
Multimodal input (text and images)
Search-augmented response generation
Fact verification through web sources
Current event and news analysis
Document analysis with web context

About Sonar Pro

Sonar Pro is Perplexity's flagship model in the Sonar family, designed to combine traditional language model capabilities with real-time web search and information retrieval. Unlike standard language models that rely solely on training data, Sonar Pro can access current web information to provide up-to-date responses and citations. The model supports both text and image inputs with a 200,000 token context window, allowing it to process lengthy documents while incorporating visual content analysis. Sonar Pro integrates search capabilities directly into its inference process, enabling it to retrieve, synthesize, and cite current information from the web rather than being limited to a static knowledge cutoff. This search-augmented approach makes Sonar Pro particularly valuable for applications requiring current information, fact-checking, or research assistance. It competes with other search-enhanced AI systems by providing cited responses that users can verify, though it operates differently from traditional language models that generate responses purely from learned parameters.

Common Use Cases

Sonar Pro is designed for applications requiring current, factual information with source verification. Research professionals use it for literature reviews and fact-checking, while journalists and content creators rely on its ability to provide cited, up-to-date information on recent developments. The model excels in educational contexts where accurate, sourced information is crucial, and in business intelligence applications that need real-time market data and trend analysis. Its multimodal capabilities make it suitable for analyzing documents or images while providing additional web context, making it valuable for due diligence, competitive research, and information synthesis tasks where accuracy and attribution are paramount.

Frequently Asked Questions

How much does Sonar Pro cost per million tokens?

Sonar Pro pricing varies by provider and may include both language model processing and search query costs. Check the pricing table above for current rates across all providers offering Sonar Pro access.

What is Sonar Pro best used for?

Sonar Pro is best suited for research, fact-checking, and information synthesis tasks that require current, cited information. Its real-time web search capabilities make it ideal for journalism, academic research, business intelligence, and any application where up-to-date, verifiable information is more important than general language generation.

How does Sonar Pro differ from traditional language models?

Unlike traditional language models that generate responses from training data alone, Sonar Pro integrates real-time web search to access current information and automatically provides citations. This search-augmented approach reduces hallucination for factual queries and ensures responses include recent developments, though it may result in slower response times compared to standard language models.