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Gemma 3 12B vs Sonar Reasoning Pro (Comparative Analysis)

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Comparative Analysis: Gemma 3 12B vs. Sonar Reasoning Pro
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Overview

Sonar Reasoning Pro was released 6 days before Gemma 3 12B.
Gemma 3 12BGemma 3 12B
Sonar Reasoning ProSonar Reasoning Pro
Model Provider
The organization behind this AI's development
Google logoGoogle
Perplexity logoPerplexity
Input Context Window
Maximum input tokens this model can process at once
96K
tokens
128K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
8.2K
tokens
Not specified
tokens
Release Date
When this model first became publicly available
March 13th, 2025
March 7th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Gemma 3 12B
Sonar Reasoning Pro
Input Types
Supported input formats
📝Text🖼️Image
📝Text🖼️Image
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
GeminiOther
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Proprietary

Pricing

Gemma 3 12B is roughly 0.03x less expensive compared to Sonar Reasoning Pro for input tokens and roughly 0.02x less expensive for output tokens.
Gemma 3 12BGemma 3 12B
Sonar Reasoning ProSonar Reasoning Pro
Input Token Cost
Cost per million input tokens
$0.05
per million tokens
$2.00
per million tokens
Output Token Cost
Cost per million outut tokens
$0.19
per million tokens
$8.00
per million tokens

Benchmarks

Compare relevant benchmarks between Gemma 3 12B and Sonar Reasoning Pro.
Gemma 3 12BGemma 3 12B
Sonar Reasoning ProSonar Reasoning Pro
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 12B and Sonar Reasoning Pro unique.
Google logoGemma 3 12B by Google understands both text and images, generates structured data. It can handle standard conversations with its 96K token context window. Very affordable at $0.05/M input and $0.19/M output tokens. Released March 13th, 2025.
Perplexity logoSonar Reasoning Pro by Perplexity understands both text and images, offers advanced reasoning. It can handle standard conversations with its 128K token context window. Reasonably priced at $2.00/M input and $8.00/M output tokens. Released March 7th, 2025.

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