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R1 vs Gemini 1.5 Flash 8B (Comparative Analysis)

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Comparative Analysis: R1 vs. Gemini 1.5 Flash 8B
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Overview

Gemini 1.5 Flash 8B was released 3 months before R1.
R1R1
Gemini 1.5 Flash 8BGemini 1.5 Flash 8B
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
8.2K
tokens
Release Date
When this model first became publicly available
January 20th, 2025
October 3rd, 2024

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
R1
Gemini 1.5 Flash 8B
Input Types
Supported input formats
📝Text
📝Text🖼️Image
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 is roughly 10.0x more expensive compared to Gemini 1.5 Flash 8B for input tokens and roughly 13.3x more expensive for output tokens.
R1R1
Gemini 1.5 Flash 8BGemini 1.5 Flash 8B
Input Token Cost
Cost per million input tokens
$0.40
per million tokens
$0.04
per million tokens
Output Token Cost
Cost per million outut tokens
$2.00
per million tokens
$0.15
per million tokens

Benchmarks

Compare relevant benchmarks between R1 and Gemini 1.5 Flash 8B.
R1R1
Gemini 1.5 Flash 8BGemini 1.5 Flash 8B
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 Gemini 1.5 Flash 8B unique.
DeepSeek logoR1 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. Reasonably priced at $0.40/M input and $2.00/M output tokens. Released January 20th, 2025.
Google logoGemini 1.5 Flash 8B by Google understands both text and images, can use external tools and APIs, generates structured data. It can handle standard conversations with its 1M token context window. Very affordable at $0.04/M input and $0.15/M output tokens. Released October 3rd, 2024.

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