Skip to content

Perplexity Sonar Pro Search

Last updated: 4m ago

by Perplexity

High confidence

Exclusively available on the OpenRouter API, Sonar Pro's new Pro Search mode is Perplexity's most advanced agentic search system. It is designed for deeper reasoning and analysis. Pricing is based...

40
Overall Score65
Rank #306 of 378 in Coding
Top 81% · Methodology v3
Score Trend
14-day history
API Pricing
$3/M in
$15/M out
Context Window
200.0K
8.0K max output
200.0K token context
Released 2025-10-30
#306range #287-#325Top 81%
#1#378

Signal Overview

Capabilities83Pricing85Context84Recency82Output65

Score Breakdown

SignalStrengthWeightImpact
Capabilitiesjust now
83
30%+25.0
Pricingjust now
85
25%+21.3
Context Windowjust now
84
15%+12.6
Recencyjust now
82
15%+12.2
Output Capacityjust now
65
15%+9.7

Capabilities

Reasoning
Vision
Function Calling
JSON Mode
Streaming
Web Search
Image Output

Modalities

Input
text
image
Output
text

Recent Perplexity releases

View this model against the provider’s recent shipping cadence.

Reviews

Community and practitioner feedback adds real-world signal on top of benchmarks and pricing.

Reviews

Be the first to review this model

Share your experience with Sonar Pro Search and help the community make better decisions.

Frequently Asked Questions

Sonar Pro Search by Perplexity excels in the Coding category, where it ranks #306 with a composite score of 40/100. Exclusively available on the OpenRouter API, Sonar Pro's new Pro Search mode is Perplexity's most advanced agentic search system. It is designed for deeper reasoning and analysis. Pricing is based... It is particularly strong in areas highlighted by its top benchmark performance and adoption metrics, making it suitable for both individual developers and enterprise teams looking for a reliable coding solution.
Sonar Pro Search is priced at $3.00 per million input tokens and $15.00 per million output tokens (USD). Contact the provider for volume discounts and enterprise pricing. Pricing is competitive within the coding category and reflects the model's quality-to-cost ratio.
In the Coding category, Sonar Pro Search holds rank #306 out of 378 models tracked. Its quality rank is #306 and adoption rank is #306. You can use our comparison tool at /compare to see detailed side-by-side metrics with specific alternatives. Key differentiators include its composite scoring across benchmarks, community sentiment, and real-world adoption rates.
Sonar Pro Search has been evaluated across 5 different signals. Its strongest areas include Capabilities (83/100), Pricing (85/100), Context Window (84/100). These scores are derived from industry-standard benchmarks, community ratings, and real-world performance metrics. The composite score of 40/100 reflects a weighted combination of all tracked signals.
Sonar Pro Search is a paid model, though some providers may offer trial credits or limited free tiers for evaluation. Check Perplexity's website for current free tier availability and promotional offers.
Sonar Pro Search supports a 200K token context window (200,000 tokens total). That translates to roughly 150,000 words in a single prompt. This is large enough to process entire codebases, research papers, or long conversation histories in one shot.
Sonar Pro Search can generate up to 8K output tokens (8,000 tokens) per response. That is roughly 6,000 words. Sufficient for typical conversations, code snippets, and summaries.
Sonar Pro Search supports image understanding (vision), structured JSON output, extended reasoning/chain-of-thought, web search, streaming responses. Vision support means it can analyze images, screenshots, and diagrams alongside text. These capabilities determine which workflows and integrations the model can handle natively.
Sonar Pro Search was developed by Perplexity. It was released on October 30, 2025. You can access it through Perplexity's API. Check our provider page for all models from Perplexity and how they compare against each other.
Pick Sonar Pro Search when you need a budget-friendly option for high-volume, simpler tasks where you prioritize cost over peak performance. If your task is straightforward text completion or classification, a cheaper model might give you 90% of the quality at a fraction of the price. Run a quick benchmark on your actual use case before committing.
You can access Sonar Pro Search through Perplexity's API using standard HTTP requests or their official SDK. Most providers support OpenAI-compatible endpoints, so switching between models often requires changing just the model name in your API call. Streaming is supported for real-time token-by-token output. For production use, implement proper error handling, rate limiting, and cost monitoring.

Key Info

ProviderPerplexity
CategoryCoding
Max Output8.0K tokens
LicenseProprietary
Statusstable
Data updated: Aug 8, 2026Status: Aug 8, 2026

Pricing Tools

Pricingper 1M tokens
22% more expensive than category average
Input
$3.00
+19% vs avg
Output
$15.00
+25% vs avg

Cost Estimator

Input: 70%Output: 30%
Est. monthly cost$66.00
Category average$53.52

$12.48/month more than category average

Access & Availability

Hosted APIAvailable
PlaygroundAvailable
Open weightsNo
Hugging FaceNot listed

Why This Rank

+Capabilities
+Pricing
+Context Window
+Recency

Similar Models

View all