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R1 vs DeepSeek V3.2 (Comparative Analysis)

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Comparative Analysis: R1 vs. DeepSeek V3.2
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Overview

R1 was released 10 months before DeepSeek V3.2.
R1R1
DeepSeek V3.2DeepSeek V3.2
Model Provider
The organization behind this AI's development
DeepSeek logoDeepSeek
DeepSeek logoDeepSeek
Input Context Window
Maximum input tokens this model can process at once
64K
tokens
163.8K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
16K
tokens
65.5K
tokens
Release Date
When this model first became publicly available
January 20th, 2025
December 1st, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
R1
DeepSeek V3.2
Input Types
Supported input formats
📝Text
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
DeepSeekDeepSeek
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Available on HuggingFace →

Pricing

R1 is roughly 2.8x more expensive compared to DeepSeek V3.2 for input tokens and roughly 6.3x more expensive for output tokens.
R1R1
DeepSeek V3.2DeepSeek V3.2
Input Token Cost
Cost per million input tokens
$0.70
per million tokens
$0.25
per million tokens
Output Token Cost
Cost per million outut tokens
$2.50
per million tokens
$0.40
per million tokens

Benchmarks

Compare relevant benchmarks between R1 and DeepSeek V3.2.
R1R1
DeepSeek V3.2DeepSeek V3.2
MMLU
Measures knowledge across 57 subjects like law, math, history, and science
Benchmark not available.
Benchmark not available.
MMMU
Measures understanding of combined text and images across various domains
Benchmark not available.
Benchmark not available.
HellaSwag
Measures common sense reasoning by having models complete sentences about everyday situations
Benchmark not available.
Benchmark not available.

At a Glance

Quick overview of what makes R1 and DeepSeek V3.2 unique.
DeepSeek logoR1 by DeepSeek can use external tools and APIs, offers advanced reasoning. It can handle standard conversations with its 64K token context window. Reasonably priced at $0.70/M input and $2.50/M output tokens. Released January 20th, 2025.
DeepSeek logoDeepSeek V3.2 by DeepSeek can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 163.8K token context window. Very affordable at $0.25/M input and $0.40/M output tokens. Released December 1st, 2025.

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