DeepSeek Reasoner pricing and specs

open weights

DeepSeek reasoning model for multi-step analysis, math, coding, and tools

11,83 ₽input / 1M$0.14
23,66 ₽output / 1M$0.28
1Mcontexttokens
384Kmax outputtokens

DeepSeek Reasoner price per 1M tokens

Type₽ / 1M$ / 1M
Input tokens11,83 ₽$0.14
Output tokens23,66 ₽$0.28
Cache read0,24 ₽$0.0028
Reasoning23,66 ₽$0.28

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

DeepSeek Reasoner specs and limits

Context window
1M
Max output
384K
Input
text
Output
text
Family
deepseek-thinking
Released
2025-12-01
Updated
2026-02-28
Knowledge cutoff
2025-09

What DeepSeek Reasoner can do

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

DeepSeek Reasoner benchmarks

BenchmarkScoreMetric
Aider Polyglot74.2percent correct

Model weights

Frequently asked questions

How much does the DeepSeek Reasoner API cost?

Input costs $0.14 per 1M tokens (11.83 ₽) and output costs $0.28 per 1M (23.66 ₽). DeepSeek 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 DeepSeek Reasoner tokens cost?

List prices are quoted per 1M tokens, so 1,000 tokens cost a thousandth of that: divide $0.14 for input and $0.28 for output by 1,000. The same rates in rubles are 11.83 ₽ and 23.66 ₽ per 1M tokens. Both prompt tokens and completion tokens are billed.

How many tokens does DeepSeek Reasoner hold?

The DeepSeek Reasoner context window is 1M tokens (1,000,000). Everything shares that budget: the system prompt, the dialogue history, attached files and the answer the model writes. The figure comes from the DeepSeek model card as of September 2026.

What are the DeepSeek Reasoner limits?

The context window is 1M tokens (1,000,000) and a single response is capped at 384K tokens, so longer output has to be generated in parts. Rate limits are set by DeepSeek per account and depend on your plan rather than on the model, so they are not listed here.

How is the DeepSeek Reasoner 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 DeepSeek Reasoner that gives 11.83 ₽ per 1M input tokens and 23.66 ₽ per 1M output tokens. When the rate moves, the ruble price moves with it.

How is DeepSeek Reasoner different from other DeepSeek models?

DeepSeek Reasoner belongs to the DeepSeek reasoning models family at DeepSeek. Models in the DeepSeek 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 DeepSeek model is listed on the provider page.

Can DeepSeek Reasoner reason?

Yes, DeepSeek Reasoner 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, tool calling.

What capabilities does DeepSeek Reasoner support?

The declared capabilities of DeepSeek Reasoner are: reasoning, tool calling. It accepts text as input, and every attachment consumes tokens from the shared context window of 1M tokens. The list comes from the DeepSeek model card and is refreshed with the catalog as of September 2026.

Does DeepSeek Reasoner have open weights?

Yes, DeepSeek Reasoner ships with open weights, so it can be downloaded and served on your own hardware instead of being used only through the DeepSeek API. What you may do with it is set by the license shown on the card. Catalog prices cover hosted API access.

Other DeepSeek models