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Claude Sonnet 4 vs Grok 4

Compare Claude Sonnet 4 and Grok 4 side-by-side. See how these vision models stack up in Image Captioning, OCR, and Open Prompt.

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AnthropicClaude Sonnet 4

Claude Sonnet 4 is deprecated and can no longer be run. Details and evals are still available on its model page.

GrokGrok 4
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Grok

Claude Sonnet 4 vs Grok 4: Overview

Claude Sonnet 4

Claude 4 Sonnet, released by Anthropic in May 2025, is the mid-tier model in the Claude 4 family, designed to balance capability, cost, and speed. It is multimodal, accepting both text and images, and extends beyond prior versions with improved “computer use” support, allowing API-driven interaction with desktop-like interfaces. By default, it supports 200,000 tokens of context, but as of August 2025, it also offers a 1 million-token context window in public beta—making it one of the most context-capable models available for processing entire codebases or large document sets in a single request.

Sonnet 4 is significantly cheaper than the flagship Opus while still demonstrating strong reasoning, coding, and instruction-following ability with reduced hallucinations. Its extended context capabilities and lower latency make it well-suited for enterprise-scale knowledge management, software development, research assistants, and productivity automation where both cost efficiency and high reliability are essential.

Grok 4

Grok 4, released by xAI on July 9, 2025, is the fourth-generation model in the Grok family and the most advanced to date. It is multimodal, supporting text, vision, tool use, and real-time web search, with a reported 256,000-token context window for long-form reasoning and document analysis. Its training data extends through November 2024, making it the most up-to-date Grok model at launch.

The lineup includes Grok 4 Generalist for broad tasks, Grok 4 Heavy for higher-capacity reasoning, and Grok 4 Code optimized for programming and debugging. A notable feature is its always-on “Think” mode, designed for deeper multi-step reasoning. While xAI has not disclosed parameter counts, Grok 4 is positioned to compete with frontier models like GPT-5 and Claude 4, balancing real-time knowledge via web integration with structured tool use. It is best suited for coding, complex reasoning, and multimodal AI assistants.

Claude Sonnet 4 vs Grok 4 Comparison Table

PropertyClaude Sonnet 4Grok 4
OrganizationAnthropicxAI
Categoryclosedclosed
Modalitymultimodalmultimodal
Release DateMay 2025Jul 2025
Context Window1.0M256K
Parameters
LicenseProprietaryProprietary
Pricing per 1M tokens
Input $/1M$3.00
Output $/1M$15.00
Vision Tasks
CaptioningDemo
Classification
Object Detection
OCRDemo
Vision Language
Visual Question AnsweringDemo
Model Features
Foundation Vision
LLMs with Vision Capabilities
Multimodal Vision
Vision Evalspass/fail results · 67 prompts
Score key:≥75%40–74%<40%
Visual Understanding
Overall Score
68.66%
52.24%
Avg Response Time21.26s85.24s
Defect Detection
80%(12/15)
80%(12/15)
Document Understanding
88.9%(8/9)
44.4%(4/9)
Object Counting
20%(2/10)
10%(1/10)
Object Understanding
78.6%(11/14)
57.1%(8/14)
Spatial Understanding
68.4%(13/19)
52.6%(10/19)