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Model details

Sonar Pro Search

Sonar Pro Search is Perplexity AI's most advanced agentic search system, built as a Pro Search mode on top of the Sonar Pro line for users who want richer, multi-step investigation rather than a single-pass answer. Third-party coverage frames it as Perplexity's flagship search-oriented offering, intended to combine retrieval with deeper reasoning and analysis so that complex questions can be broken down, researched, and synthesized into a single response. The model is exposed through a chat-style API surface that returns text, fitting naturally into research assistants, enterprise knowledge workflows, and developer tools that need live, cited information rather than static model knowledge.

In practical terms, Sonar Pro Search is positioned for queries where the answer is not obvious: follow-up questions, comparisons, multi-source synthesis, and tasks that benefit from an agent loop that can decide what to search for next. Independent coverage groups it with Perplexity's broader 2025 release cadence, including R1-1776, pplx-embed, and the Sonar Pro Search API, suggesting a deliberate push toward agentic and retrieval-augmented products alongside standalone foundation models. For teams building search-heavy applications, it offers a higher-reasoning alternative to lighter Sonar variants, trading broader generality for stronger analytical depth on research-style workloads.

OpenRouterperplexity/sonar-pro-searchsonar-pro

Quick Info

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Provider
OpenRouter
Model key
perplexity/sonar-pro-search
Release date
Oct 30, 2025
Last updated
Oct 30, 2025
Input modalities
Output modalities
Capabilities

Cost

Input token cost
$3.00
Output token cost
$15.00

Limits

Output tokens
8,000 tokens
Context window
200,000 tokens

Transparent token rates

Compare Sonar Pro Search pricing

Rates are shown per one million tokens. Combined means one million input plus one million output tokens.

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Latest news about Sonar Pro Search

OpenRouter

CoverageBenchmark

PricePerToken's pricing page for Sonar Pro Search lists the model at $3.00 per million input tokens and $15.00 per million output tokens with a 200,000-token context window, and states a release date of October 30, 2025. It notes that API access is available through Perplexity and reports that the model is offered by 2 The same page provides a side-by-side pricing comparison against 10 similar models (including GPT-4o, Claude 3 Sonnet, Claude Sonnet 4.6, Grok 3 Beta, Nova Premier 1.0, Kimi K3, Command R+, Inflection 3 Pi, Inflection 3 Productivity, and Aion 3.0), placing Sonar Pro Search at $3 input / $15 output per million tokens wi

OpenRouter

Coverage

The Model Index directory entry for Perplexity Sonar Pro Search describes the model as Perplexity's proprietary, agentic Pro Search mode that is exclusively available on the OpenRouter API. It reiterates the $3 per million token price plus $18 per 1,000 requests, a 200K context window, and attributes authorship to Perp The same directory listing is dated October 29, 2025, one day off from OpenRouter's October 30, 2025 release date, and includes a trending score of 79. It does not add benchmarks, latency, or new technical detail beyond what OpenRouter's official page already documents, so its value is primarily as third-party corrobor

OpenRouter

Coverage

OpenRouter's dedicated page for perplexity/sonar-pro-search confirms Sonar Pro Search is exclusively available through the OpenRouter API, where OpenRouter forwards every request directly to Perplexity with no routing choices. The model is priced at $3 per million input tokens and $15 per million output tokens, plus a The OpenRouter-hosted page also reports live performance telemetry: P50 latency of 3.79 seconds, P50 throughput of 68 tokens per second, 100% uptime over the prior three days, a 0.03% structured output error rate, and a 0.0% cache hit rate. Weighted-average output price is $32.98 per million tokens, materially above th

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