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Model details

Sonar Pro

Sonar Pro is Perplexity's flagship API in the Sonar family of search-oriented models, designed for building generative search experiences that depend on current information rather than static training data alone. The model is positioned for workflows that require real-time, web-wide research with answers grounded in trusted sources and accompanied by citations, making it well suited to analysts, journalists, researchers, developers, and enterprise teams handling large volumes of rapidly changing information. Where the lighter Sonar API targets fast, lightweight question answering, Sonar Pro is aimed at more demanding enterprise use cases that need nuanced, multi-step reasoning over longer contexts and richer source attribution.

The Sonar Pro API became generally available to all developers in January 2025, marking Perplexity's effort to expose its production search stack as a programmable service. Alongside answers with citations, the API exposes advanced capabilities such as JSON mode and search domain filters, which let developers steer which sources the model consults and structure the output for downstream pipelines. This combination of real-time retrieval, broader citation coverage per query than the standard Sonar tier, and configurability makes Sonar Pro a practical choice when answer provenance and source transparency matter as much as the response itself.

Perplexitysonar-prosonar-prodeprecated

Quick Info

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Provider
Perplexity
Model key
sonar-pro
Release date
Jan 1, 2024
Last updated
Sep 1, 2025
Knowledge cutoff
2025-09-01
Input modalities
Output modalities
Capabilities

Cost

Input token cost
$3.00
Output token cost
$15.00

Limits

Output tokens
8,192 tokens
Context window
200,000 tokens

Transparent token rates

Compare Sonar Pro 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

Perplexity

Coverage

Perplexity launched the Sonar API on January 21, 2025, as a real-time generative search service available in two tiers. Sonar Pro is positioned for complex, multi-step queries and offers a 200,000-token context window, compared with 127,000 tokens in the base Sonar tier, along with double the citation depth. Developers can tune outputs via parameters such as Top P and presence penalty. The launch positions Perplexity as a direct competitor to Google and OpenAI in enterprise AI search. Pricing for Sonar Pro is set at $3 per 750,000 input words and $15 per 750,000 output words, with the base Sonar priced at $5 per 1,000 searches plus $1 per 750,000 words. Both tiers emphasize real-time web connectivity for cited, authoritative answers. Perplexity announced the service on its official X account, framing Sonar as the most affordable search API product on the market. The launch accompanies a Pro version with deeper research and retrieval functionality.

Perplexity

Coverage

Perplexity launched its enterprise Sonar API on January 22, 2025, offering both a basic Sonar tier and a premium Sonar Pro tier for integrating real-time generative AI search into third-party applications. Sonar Pro is priced at $5 per 1,000 searches plus $3 per 750,000 input words and $15 per 750,000 output words, targeting richer answers with additional citations. Perplexity claims Sonar Pro outperforms Google, OpenAI, and Anthropic models on the SimpleQA benchmark. Zoom has already integrated Sonar's real-time web search into its AI assistant, letting users query the web without leaving video calls. Both Sonar tiers support customizable information sources and live internet connectivity for cited answers, differentiating them from training-data-only models. At launch Perplexity reported annual recurring revenue between $5 million and $10 million, a $520 million valuation, and a $73.6 million funding round completed earlier that month.

Perplexity

CoverageBenchmark

A third-party benchmark aggregator lists Perplexity Sonar Pro at $3 per million input tokens and $15 per million output tokens as of retrieval around August 2026. On the DeepResearch Bench, Sonar Pro scored 36.2% overall, landing at the 18th percentile among tracked models, with subscores of 33.9% comprehensiveness, 29.7% insight, 43.4% instruction following, 41.1% readability, and 79.7% citation accuracy, though only 16.8% effective citations. The same aggregator places Sonar Pro at the 58th percentile across two medical ethics evaluations auditing value pluralism in clinical AI advice. Results are sourced from third-party benchmark suites rather than Perplexity directly. The page enables side-by-side comparison against multiple other provider models on shared tasks, offering independent technical context for Sonar Pro's current standing.

Perplexity

Coverage

According to a specifications page citing Perplexity's official API resources, Sonar Pro uses proprietary weights accessed via API under the model ID sonar-pro, with a 200,000-token context window and no dedicated reasoning mode. The model was released in January 2025 and is positioned as a hosted search-and-answer service. Perplexity additionally charges $6, $10, or $14 per 1,000 requests depending on low, medium, or high context usage. Vendor-reported benchmark results include a SimpleQA F-score of 85.8% and a BrowseComp accuracy of 7.33% from Perplexity's own comparison between Sonar Chat Completions and the Agent API. The page notes that Perplexity ended the Sonar Chat Completions endpoint on September 27, 2026, routing synchronous and streaming calls through the Agent API while async Sonar requests were retired. Methodology disclosure flags that the vendor did not specify exact snapshot, search mode, prompts, or evaluator beyond the named SimpleQA F-score.

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