DeepSeek
DeepSeek
Reasoning

DeepSeek-R1-Distill-32B

Distilled

R1 distilled into Qwen 32B. A strong middle ground for self-hosted reasoning that fits on a single high-end GPU.

DeepSeek-R1-Distill-32B is a reasoning AI model from DeepSeek. It costs $0.200 per million input tokens and $0.500 per million output tokens (blended $0.290/M), with a 128,000-token context window.

INPUT
$0.200/M
per million input tokens
OUTPUT
$0.500/M
per million output tokens
BLENDED 70/30
$0.290/M
unchanged since 3 May
CONTEXT
128,000
tokens
What it is good at
  • Single-GPU reasoning
  • Open weights
  • Strong math
Typical use cases
  • On-prem reasoning
  • Reasoning research

Benchmarks

vs. best public score
MMLU80%
Multitask academic knowledge across 57 subjects.
Graduate-level science questions, "Google-proof".
MATH90%
High-school competition math problems.
Python function synthesis from docstrings.
Hand-curated from each provider's published reports and public leaderboards. Methodology varies across sources, treat as directional rather than authoritative.

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Frequently asked questions

How much does DeepSeek-R1-Distill-32B cost?

DeepSeek-R1-Distill-32B costs $0.200 per million input tokens and $0.500 per million output tokens, for a blended reference rate of $0.290 per million tokens.

What is DeepSeek-R1-Distill-32B's context window?

DeepSeek-R1-Distill-32B supports up to 128,000 tokens of context in a single request.

What is DeepSeek-R1-Distill-32B best for?

DeepSeek-R1-Distill-32B is well suited to Single-GPU reasoning, Open weights and Strong math.

Who makes DeepSeek-R1-Distill-32B?

DeepSeek-R1-Distill-32B is developed and served by DeepSeek. It was released in Jan 2025.

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