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Grok Code Fast 1 vs Sonar Pro (Comparative Analysis)

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Comparative Analysis: Grok Code Fast 1 vs. Sonar Pro
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Overview

Sonar Pro was released 5 months before Grok Code Fast 1.
Grok Code Fast 1Grok Code Fast 1
Sonar ProSonar Pro
Model Provider
The organization behind this AI's development
XAI logoXAI
Perplexity logoPerplexity
Input Context Window
Maximum input tokens this model can process at once
256K
tokens
200K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
10K
tokens
8K
tokens
Release Date
When this model first became publicly available
August 26th, 2025
March 7th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Grok Code Fast 1
Sonar Pro
Input Types
Supported input formats
📝Text
📝Text🖼️Image
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
GrokOther
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation

Pricing

Grok Code Fast 1 is roughly 0.07x less expensive compared to Sonar Pro for input tokens and roughly 0.1x less expensive for output tokens.
Grok Code Fast 1Grok Code Fast 1
Sonar ProSonar Pro
Input Token Cost
Cost per million input tokens
$0.20
per million tokens
$3.00
per million tokens
Output Token Cost
Cost per million outut tokens
$1.50
per million tokens
$15.00
per million tokens

Benchmarks

Compare relevant benchmarks between Grok Code Fast 1 and Sonar Pro.
Grok Code Fast 1Grok Code Fast 1
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 Grok Code Fast 1 and Sonar Pro unique.
XAI logoGrok Code Fast 1 by XAI can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 256K token context window. Very affordable at $0.20/M input and $1.50/M output tokens. Released August 26th, 2025.
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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