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DeepSeek V3 0324 vs Sonar Deep Research (Comparative Analysis)

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Comparative Analysis: DeepSeek V3 0324 vs. Sonar Deep Research
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Overview

Sonar Deep Research was released 17 days before DeepSeek V3 0324.
DeepSeek V3 0324DeepSeek V3 0324
Sonar Deep ResearchSonar Deep Research
Model Provider
The organization behind this AI's development
DeepSeek logoDeepSeek
Perplexity logoPerplexity
Input Context Window
Maximum input tokens this model can process at once
163.8K
tokens
128K
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 24th, 2025
March 7th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
DeepSeek V3 0324
Sonar Deep Research
Input Types
Supported input formats
📝Text
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
DeepSeekOther
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Proprietary

Pricing

DeepSeek V3 0324 is roughly 0.1x less expensive compared to Sonar Deep Research for input tokens and roughly 0.1x less expensive for output tokens.
DeepSeek V3 0324DeepSeek V3 0324
Sonar Deep ResearchSonar Deep Research
Input Token Cost
Cost per million input tokens
$0.20
per million tokens
$2.00
per million tokens
Output Token Cost
Cost per million outut tokens
$0.80
per million tokens
$8.00
per million tokens

Benchmarks

Compare relevant benchmarks between DeepSeek V3 0324 and Sonar Deep Research.
DeepSeek V3 0324DeepSeek V3 0324
Sonar Deep ResearchSonar Deep Research
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 DeepSeek V3 0324 and Sonar Deep Research unique.
DeepSeek logoDeepSeek V3 0324 by DeepSeek can use external tools and APIs, generates structured data. It can handle standard conversations with its 163.8K token context window. Very affordable at $0.20/M input and $0.80/M output tokens. Released March 24th, 2025.
Perplexity logoSonar Deep Research by Perplexity 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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