Perplexity's Sonar Pro Search, released on October 30, 2025, offers an advanced search experience through the OpenRouter API. This model is tailored for complex reasoning and analysis, making it ideal for users who need comprehensive research capabilities. With a context length of 200,000 tokens, Sonar Pro Search can handle extensive text and image inputs, outputting detailed text responses. It enhances its predecessor by executing multi-step research workflows autonomously, allowing for more thorough and structured outputs. This makes it a powerful tool for users requiring in-depth information synthesis.
Use Cases
Here are a few ways teams apply Perplexity: Sonar Pro Search in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.
Conduct comprehensive research projects
Analyze complex data sets efficiently
Generate detailed reports from diverse inputs
Plan and execute structured information workflows
Key Features
A quick look at the capabilities that make this model useful in real projects.
Agentic search system for deep analysis
200,000 token context length
Handles text and image inputs
Outputs detailed text responses
Autonomous multi-step workflows
Specs
Overview
Vendor
perplexity
Model ID
perplexity/sonar-pro-search
Release
2025-10-30
Modalities & context
Input
text · image
Output
text
Context
200,000 tokens
Parameters & defaults
Supported parameters: frequency_penalty, include_reasoning, max_tokens, presence_penalty, reasoning, structured_outputs, temperature, top_k, top_p, web_search_options
Defaults: temperature 0.2, top_p 0.95
Benchmark tests: Perplexity: Sonar Pro Search
We ran this model against a few representative prompts to show its range. Review the outputs below and be the judge.
Text
Prompt:
Write 150 words on how AI might positively upend work, leisure and creativity
## How AI Might Positively Upend Work, Leisure, and Creativity
Artificial intelligence is poised to revolutionize how we work, relax, and create. In the workplace, AI can automate repetitive tasks, freeing people to focus on strategic thinking, problem-solving, and innovation. This shift not only boosts productivity but also enhances job satisfaction by allowing workers to engage in more meaningful activities.
For leisure, AI personalizes experiences by recommending music, films, books, and games tailored to individual tastes. This customization enriches downtime, making relaxation more enjoyable and accessible. AI-powered virtual assistants can also help manage schedules, plan trips, and suggest new hobbies, further enhancing leisure time.
When it comes to creativity, AI acts as a collaborative partner. Artists, writers, and designers can leverage AI tools to brainstorm ideas, generate content, and refine their work. This democratizes access to creative resources, enabling more people to express themselves and innovate. Ultimately, AI’s integration into daily life promises to unlock new realms of possibility and fulfillment.
Run this prompt on Upend.AI