Sonar Reasoning Pro pricing and specs

Web-grounded Sonar for multi-step research questions that need cited reasoning

169 ₽input / 1M$2
676 ₽output / 1M$8
128Kcontexttokens
4Kmax outputtokens

Sonar Reasoning Pro price per 1M tokens

Type₽ / 1M$ / 1M
Input tokens169 ₽$2
Output tokens676 ₽$8

Prices in rubles as of 18.09.2026 at the CBR rate: 1 $ = 84.51 ₽.

Sonar Reasoning Pro specs and limits

Context window
128K
Max output
4K
Input
text, image
Output
text
Family
sonar-reasoning
Released
2024-01-01
Updated
2025-09-01
Knowledge cutoff
2025-09-01
Also known as
perplexity reasoning pro, perplexity ai reasoning pro, pplx reasoning pro, perplexity sonar reasoning pro, perplexity api reasoning pro

What Sonar Reasoning Pro can do

  • Reasoning
  • Tool calling
  • Structured output
  • Attachments / files
  • Vision (images)
  • Temperature control
  • Open weights

Frequently asked questions

How much does the Sonar Reasoning Pro API cost?

Input costs $2 per 1M tokens (169 ₽) and output costs $8 per 1M (676 ₽). Perplexity bills the prompt and the completion separately, so the price of a call depends on how long both are. Ruble figures use the Bank of Russia rate of 84.51 ₽ per dollar for September 2026.

How much do 1,000 Sonar Reasoning Pro tokens cost?

List prices are quoted per 1M tokens, so 1,000 tokens cost a thousandth of that: divide $2 for input and $8 for output by 1,000. The same rates in rubles are 169 ₽ and 676 ₽ per 1M tokens. Both prompt tokens and completion tokens are billed.

How many tokens does Sonar Reasoning Pro hold?

The Sonar Reasoning Pro context window is 128K tokens (128,000). Everything shares that budget: the system prompt, the dialogue history, attached files and the answer the model writes. The figure comes from the Perplexity model card as of September 2026.

What are the Sonar Reasoning Pro limits?

The context window is 128K tokens (128,000) and a single response is capped at 4K tokens, so longer output has to be generated in parts. Rate limits are set by Perplexity per account and depend on your plan rather than on the model, so they are not listed here.

How is the Sonar Reasoning Pro price in rubles calculated?

Providers quote their tariffs in US dollars, so the ruble amounts here are a conversion at the official Bank of Russia rate of 84.51 ₽ per dollar. For Sonar Reasoning Pro that gives 169 ₽ per 1M input tokens and 676 ₽ per 1M output tokens. When the rate moves, the ruble price moves with it.

How is Sonar Reasoning Pro different from other Perplexity models?

Sonar Reasoning Pro belongs to the Sonar Reasoning family at Perplexity. Models in the Perplexity line differ in context size, price per 1M tokens and supported capabilities, so compare them by the numbers on their cards rather than by the name. Every Perplexity model is listed on the provider page.

Can Sonar Reasoning Pro reason?

Yes, Sonar Reasoning Pro declares a reasoning mode: it works through intermediate steps before it answers. Those steps add output tokens, so a call with a long reasoning chain costs more and takes longer than a plain completion. Capabilities declared for the model: reasoning, image input.

What capabilities does Sonar Reasoning Pro support?

The declared capabilities of Sonar Reasoning Pro are: reasoning, image input. It accepts text, images as input, and every attachment consumes tokens from the shared context window of 128K tokens. The list comes from the Perplexity model card and is refreshed with the catalog as of September 2026.

Other Perplexity models