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Gemma 3 4B vs Lumimaid v0.2 8B (Comparative Analysis)

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Comparative Analysis: Gemma 3 4B vs. Lumimaid v0.2 8B
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Overview

Lumimaid v0.2 8B was released 5 months before Gemma 3 4B.
Gemma 3 4BGemma 3 4B
Lumimaid v0.2 8BLumimaid v0.2 8B
Model Provider
The organization behind this AI's development
Google logoGoogle
Neversleep logoNeversleep
Input Context Window
Maximum input tokens this model can process at once
96K
tokens
32.8K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
Not specified
tokens
Not specified
tokens
Release Date
When this model first became publicly available
March 13th, 2025
September 15th, 2024

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Gemma 3 4B
Lumimaid v0.2 8B
Input Types
Supported input formats
📝Text🖼️Image
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
GeminiLlama3
Key Features
Advanced capabilities
Function Calling✓Structured OutputReasoning ModeContent Moderation
Function Calling✓Structured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Available on HuggingFace →

Pricing

Gemma 3 4B is roughly 0.2x less expensive compared to Lumimaid v0.2 8B for input tokens and roughly 0.1x less expensive for output tokens.
Gemma 3 4BGemma 3 4B
Lumimaid v0.2 8BLumimaid v0.2 8B
Input Token Cost
Cost per million input tokens
$0.02
per million tokens
$0.09
per million tokens
Output Token Cost
Cost per million outut tokens
$0.07
per million tokens
$0.60
per million tokens

Benchmarks

Compare relevant benchmarks between Gemma 3 4B and Lumimaid v0.2 8B.
Gemma 3 4BGemma 3 4B
Lumimaid v0.2 8BLumimaid v0.2 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 Gemma 3 4B and Lumimaid v0.2 8B unique.
Google logoGemma 3 4B by Google understands both text and images, generates structured data. It can handle standard conversations with its 96K token context window. Very affordable at $0.02/M input and $0.07/M output tokens. Released March 13th, 2025.
Neversleep logoLumimaid v0.2 8B by Neversleep generates structured data. It can handle standard conversations with its 32.8K token context window. Very affordable at $0.09/M input and $0.60/M output tokens. Released September 15th, 2024.