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Llama 3.2 11B Vision Instruct vs Sonar Pro (Comparative Analysis)

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Comparative Analysis: Llama 3.2 11B Vision Instruct vs. Sonar Pro
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Overview

Llama 3.2 11B Vision Instruct was released 5 months before Sonar Pro.
Llama 3.2 11B Vision InstructLlama 3.2 11B Vision Instruct
Sonar ProSonar Pro
Model Provider
The organization behind this AI's development
Meta logoMeta
Perplexity logoPerplexity
Input Context Window
Maximum input tokens this model can process at once
131.1K
tokens
200K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
16.4K
tokens
8K
tokens
Release Date
When this model first became publicly available
September 25th, 2024
March 7th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Llama 3.2 11B Vision Instruct
Sonar Pro
Input Types
Supported input formats
📝Text🖼️Image
📝Text🖼️Image
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
Llama3Other
Key Features
Advanced capabilities
Function Calling✓Structured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Proprietary

Pricing

Llama 3.2 11B Vision Instruct is roughly 0.02x less expensive compared to Sonar Pro for input tokens and significantly less expensive for output tokens.
Llama 3.2 11B Vision InstructLlama 3.2 11B Vision Instruct
Sonar ProSonar Pro
Input Token Cost
Cost per million input tokens
$0.05
per million tokens
$3.00
per million tokens
Output Token Cost
Cost per million outut tokens
$0.05
per million tokens
$15.00
per million tokens

Benchmarks

Compare relevant benchmarks between Llama 3.2 11B Vision Instruct and Sonar Pro.
Llama 3.2 11B Vision InstructLlama 3.2 11B Vision Instruct
Sonar ProSonar 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 Llama 3.2 11B Vision Instruct and Sonar Pro unique.
Meta logoLlama 3.2 11B Vision Instruct by Meta understands both text and images, generates structured data. It can handle standard conversations with its 131.1K token context window. Very affordable at $0.05/M input and $0.05/M output tokens. Released September 25th, 2024.
Perplexity logoSonar Pro by Perplexity understands both text and images. It can handle standard conversations with its 200K token context window. Premium pricing at $3.00/M input and $15.00/M output tokens. Released March 7th, 2025.

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🚀Programming

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🎨Creative & Roleplay

Models optimized for creative writing

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📢Marketing

Content creation and marketing tasks

Llama 3.2 11B Vision InstructvsGemini 2.5 Flash
Llama 3.2 11B Vision InstructvsGemini 2.5 Flash Lite
Llama 3.2 11B Vision InstructvsGrok Code Fast 1

💻Technology

Technical analysis and explanations

Llama 3.2 11B Vision InstructvsClaude Sonnet 4.5
Llama 3.2 11B Vision InstructvsGrok 4 Fast
Llama 3.2 11B Vision InstructvsGemini 2.5 Flash

🔬Science

Scientific research and analysis

Llama 3.2 11B Vision InstructvsGemini 2.5 Flash
Llama 3.2 11B Vision InstructvsGPT-5 Mini
Llama 3.2 11B Vision InstructvsGrok 4 Fast

🌐Translation

Multilingual translation tasks

Llama 3.2 11B Vision InstructvsGemini 2.0 Flash
Llama 3.2 11B Vision InstructvsGrok Code Fast 1
Llama 3.2 11B Vision InstructvsGemini 2.5 Flash Lite

Compare Sonar Pro with:

🚀Programming

Best models for coding and development

Sonar ProvsGrok Code Fast 1
Sonar ProvsClaude Sonnet 4.5
Sonar ProvsGemini 2.5 Flash

🎨Creative & Roleplay

Models optimized for creative writing

Sonar ProvsDeepSeek V3 0324
Sonar ProvsGemini 2.5 Pro
Sonar ProvsDeepSeek R1T2 Chimera

📢Marketing

Content creation and marketing tasks

Sonar ProvsGemini 2.5 Flash
Sonar ProvsGemini 2.5 Flash Lite
Sonar ProvsGrok Code Fast 1

💻Technology

Technical analysis and explanations

Sonar ProvsClaude Sonnet 4.5
Sonar ProvsGrok 4 Fast
Sonar ProvsGemini 2.5 Flash

🔬Science

Scientific research and analysis

Sonar ProvsGemini 2.5 Flash
Sonar ProvsGPT-5 Mini
Sonar ProvsGrok 4 Fast

🌐Translation

Multilingual translation tasks

Sonar ProvsGemini 2.0 Flash
Sonar ProvsGrok Code Fast 1
Sonar ProvsGemini 2.5 Flash Lite

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