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Gemma 2 27B vs GPT-4o-mini (Comparative Analysis)

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Comparative Analysis: Gemma 2 27B vs. GPT-4o-mini
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Overview

Gemma 2 27B was released 5 days before GPT-4o-mini.
Gemma 2 27BGemma 2 27B
GPT-4o-miniGPT-4o-mini
Model Provider
The organization behind this AI's development
Google logoGoogle
OpenAI logoOpenAI
Input Context Window
Maximum input tokens this model can process at once
8.2K
tokens
128K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
Not specified
tokens
16.4K
tokens
Release Date
When this model first became publicly available
July 13th, 2024
July 18th, 2024

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Gemma 2 27B
GPT-4o-mini
Input Types
Supported input formats
📝Text
📝Text🖼️Image📁File
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
GeminiGPT
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Proprietary

Pricing

Gemma 2 27B is roughly 4.3x more expensive compared to GPT-4o-mini for input tokens and roughly 1.1x more expensive for output tokens.
Gemma 2 27BGemma 2 27B
GPT-4o-miniGPT-4o-mini
Input Token Cost
Cost per million input tokens
$0.65
per million tokens
$0.15
per million tokens
Output Token Cost
Cost per million outut tokens
$0.65
per million tokens
$0.60
per million tokens

Benchmarks

Compare relevant benchmarks between Gemma 2 27B and GPT-4o-mini.
Gemma 2 27BGemma 2 27B
GPT-4o-miniGPT-4o-mini
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 Gemma 2 27B and GPT-4o-mini unique.
Google logoGemma 2 27B by Google generates structured data. It can handle standard conversations with its 8.2K token context window. Reasonably priced at $0.65/M input and $0.65/M output tokens. Released July 13th, 2024.
OpenAI logoGPT-4o-mini by OpenAI understands both text and images, can use external tools and APIs, generates structured data. It can handle standard conversations with its 128K token context window. Very affordable at $0.15/M input and $0.60/M output tokens. Includes built-in content moderation for safer outputs. Released July 18th, 2024.

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