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R1 0528 vs Gemini 3 Pro Preview (Comparative Analysis)

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Comparative Analysis: R1 0528 vs. Gemini 3 Pro Preview
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Overview

R1 0528 was released 5 months before Gemini 3 Pro Preview.
R1 0528R1 0528
Gemini 3 Pro PreviewGemini 3 Pro Preview
Model Provider
The organization behind this AI's development
DeepSeek logoDeepSeek
Google logoGoogle
Input Context Window
Maximum input tokens this model can process at once
163.8K
tokens
1M
tokens
Output Token Limit
Maximum output tokens this model can generate at once
163.8K
tokens
65.5K
tokens
Release Date
When this model first became publicly available
May 28th, 2025
November 18th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
R1 0528
Gemini 3 Pro Preview
Input Types
Supported input formats
📝Text
📝Text🖼️Image📁File🎵Audio🎬Video
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
DeepSeekGemini
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Proprietary

Pricing

R1 0528 is roughly 0.2x less expensive compared to Gemini 3 Pro Preview for input tokens and roughly 0.1x less expensive for output tokens.
R1 0528R1 0528
Gemini 3 Pro PreviewGemini 3 Pro Preview
Input Token Cost
Cost per million input tokens
$0.40
per million tokens
$2.00
per million tokens
Output Token Cost
Cost per million outut tokens
$1.75
per million tokens
$12.00
per million tokens

Benchmarks

Compare relevant benchmarks between R1 0528 and Gemini 3 Pro Preview.
R1 0528R1 0528
Gemini 3 Pro PreviewGemini 3 Pro Preview
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 0528 and Gemini 3 Pro Preview unique.
DeepSeek logoR1 0528 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 $0.40/M input and $1.75/M output tokens. Released May 28th, 2025.
Google logoGemini 3 Pro Preview by Google understands both text and images, handles audio, analyzes video, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 1M token context window. Reasonably priced at $2.00/M input and $12.00/M output tokens. Released November 18th, 2025.

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