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Llama 3.1 405B Instruct vs Sonar Pro (Comparative Analysis)

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Comparative Analysis: Llama 3.1 405B Instruct vs. Sonar Pro
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Overview

Llama 3.1 405B Instruct was released 7 months before Sonar Pro.
Llama 3.1 405B InstructLlama 3.1 405B 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
130.8K
tokens
200K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
Not specified
tokens
8K
tokens
Release Date
When this model first became publicly available
July 23rd, 2024
March 7th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Llama 3.1 405B Instruct
Sonar Pro
Input Types
Supported input formats
📝Text
📝Text🖼️Image
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
Llama3Other
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Proprietary

Pricing

Llama 3.1 405B Instruct is roughly 1.2x more expensive compared to Sonar Pro for input tokens and roughly 0.2x less expensive for output tokens.
Llama 3.1 405B InstructLlama 3.1 405B Instruct
Sonar ProSonar Pro
Input Token Cost
Cost per million input tokens
$3.50
per million tokens
$3.00
per million tokens
Output Token Cost
Cost per million outut tokens
$3.50
per million tokens
$15.00
per million tokens

Benchmarks

Compare relevant benchmarks between Llama 3.1 405B Instruct and Sonar Pro.
Llama 3.1 405B InstructLlama 3.1 405B 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 3.1 405B Instruct and Sonar Pro unique.
Meta logoLlama 3.1 405B Instruct by Meta can use external tools and APIs, generates structured data. It can handle standard conversations with its 130.8K token context window. Reasonably priced at $3.50/M input and $3.50/M output tokens. Released July 23rd, 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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