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Perplexity · Released Feb 1, 2025

Sonar Deep Research

Sonar search model for autonomous research and citation-backed long-form reports.

  • Proprietary
  • Reasoning
Capability
—No ECI score yet
Input
$2.00per 1M tokens
Output
$8.00per 1M tokens
Context
128K33K max output
Pricing

What it costs

Input
$2.00per million tokens
Output
$8.00per million tokens
Blended (3:1)
$3.50pricier than 80% of priced models

Typical monthly bills

Monthly usageEstimated cost
Side project2M input + 0.5M output tokens$8.00
Team assistant25M input + 5M output tokens$90.00
Production app250M input + 50M output tokens$900.00

Official Perplexity API price, as listed on models.dev.

Capability

Independent benchmarks

Epoch AI has not published a Capabilities Index score for Sonar Deep Research yet.

Specifications

The details

Lab
Perplexity
Released
Feb 1, 2025
Knowledge cutoff
Jan 2025
Context window
128,000 tokens
Max output
32,768 tokens
Inputs
Text
Output
Text
Reasoning
Adjustable effort minimal · low · medium · high
Tool calling
No
Structured output
No
Weights
Proprietary
API model ID
sonar-deep-researchon Perplexity
Availability
3 API providerslisted on models.dev

Perplexity model documentation

Same lab

More from Perplexity

Questions

About Sonar Deep Research

How much does Sonar Deep Research cost?

Sonar Deep Research costs $2.00 input / $8.00 output per million tokens (official Perplexity API price). At a 3:1 input-to-output mix that is $3.50 per million tokens, more expensive than 80% of the 360 priced models we track.

What is the context window of Sonar Deep Research?

Sonar Deep Research accepts up to 128,000 tokens per request and can write up to 32,768 tokens in one response.

How good is Sonar Deep Research?

Epoch AI has not published a Capabilities Index score for Sonar Deep Research yet.

Is Sonar Deep Research open source?

No. Sonar Deep Research is proprietary; you use it through Perplexity’s API or partner platforms.

What inputs does Sonar Deep Research support?

Sonar Deep Research accepts text and replies in text. It is a reasoning model with minimal, low, medium and high effort settings, does not support tool calling.

When was Sonar Deep Research released?

Perplexity released Sonar Deep Research on Feb 1, 2025. Its training data runs to Jan 2025.

What are the best alternatives to Sonar Deep Research?

The closest current models from other labs on capability, price and release date are Qwen-MT Plus (Alibaba (Qwen), $2.46 / $7.37), Step 1 (32K) (StepFun, $2.05 / $9.59), Command A (Cohere, $2.50 / $10.00) and Pixtral Large (25.02) (Mistral AI, $2.00 / $6.00).