Sonar Reasoning Pro

Perplexity's advanced reasoning model with web search.

sonar-reasoning-pro
STABLEGet StartedView uptime
128,000 context
Released March 7, 2025
Starting at $2.00/M input tokens
Starting at $8.00/M output tokens
Streaming
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All Providers for Sonar Reasoning Pro

LLM Gateway routes requests to the best providers that are able to handle your prompt size and parameters.

Perplexity
Context: 128k
Input
$2
/M tokens
Cache Read
/M tokens
Output
$8
/M tokens
+ $0.005 per request
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Frequently asked questions

What is Sonar Reasoning Pro?

Perplexity's advanced reasoning model with web search. You can access it through LLM Gateway's OpenAI-compatible API with automatic provider routing, fallback, and cost analytics.

How much does Sonar Reasoning Pro cost?

Pricing for Sonar Reasoning Pro on LLM Gateway starts at $2.00 per million input tokens and $8.00 per million output tokens, depending on the provider. The pricing table above always reflects the current per-provider rates.

What is the context length of Sonar Reasoning Pro?

Sonar Reasoning Pro supports a context window of up to 128,000 tokens on its largest provider deployment.

Which providers serve Sonar Reasoning Pro?

Sonar Reasoning Pro is served by Perplexity through LLM Gateway. Requests are automatically routed to the best available provider, with fallback when a provider has issues.

Does Sonar Reasoning Pro support tool calling and structured outputs?

Sonar Reasoning Pro supports structured JSON outputs, but not tool calling.

When was Sonar Reasoning Pro released?

Sonar Reasoning Pro was released on March 7, 2025.