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GPT-4ovsClaude Sonnet 4

OpenAI vs Anthropic — Side-by-side model comparison

GPT-4o leads 4/5 categories

Head-to-Head Comparison

MetricGPT-4oClaude Sonnet 4
Provider
Arena Rank
#2
#3
Context Window
128K
200K
Input Pricing
$2.50/1M tokens
$3.00/1M tokens
Output Pricing
$10.00/1M tokens
$15.00/1M tokens
Parameters
~200B (est.)
Undisclosed
Open Source
No
No
Best For
General purpose, coding, analysis
Coding, writing, long documents
Release Date
May 22, 2025

GPT-4o

GPT-4o is OpenAI's flagship multimodal model, capable of processing text, images, and audio in a unified architecture. The 'o' stands for 'omni,' reflecting its ability to seamlessly handle multiple input types. With a 128K token context window and competitive pricing, it strikes an optimal balance between capability and cost-effectiveness. GPT-4o delivers fast response times while maintaining strong performance across coding, analysis, creative writing, and visual understanding tasks. It powers ChatGPT's default experience and is one of the most widely deployed AI models globally, serving millions of API calls daily. The model supports function calling, JSON mode, and structured outputs, making it highly versatile for production applications. Its combination of speed, quality, and multimodal capabilities makes it the go-to choice for most general-purpose AI applications.

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Claude Sonnet 4

Claude Sonnet 4 is Anthropic's balanced mid-tier model, offering an excellent combination of intelligence, speed, and cost-effectiveness. It ranks among the top 5 models globally on arena benchmarks while being significantly more affordable than Opus 4. With a 200K token context window, Sonnet 4 handles long documents and complex codebases with ease. The model excels at coding tasks (strong SWE-bench performance), long-form writing, document analysis, and structured data extraction. Its extended thinking capabilities allow it to tackle complex problems while maintaining fast response times for everyday tasks. Sonnet 4 is the most popular Claude model for production applications, offering the best price-to-performance ratio in Anthropic's lineup. It supports tool use, vision capabilities, and works seamlessly in agentic workflows.

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Key Differences: GPT-4o vs Claude Sonnet 4

1

GPT-4o ranks higher in arena benchmarks (#2) indicating stronger overall performance.

2

GPT-4o is 1.4x cheaper on average, making it the better choice for high-volume applications.

3

Claude Sonnet 4 supports a larger context window (200K), allowing it to process longer documents in a single request.

G

When to use GPT-4o

  • +You need the highest quality output based on arena rankings
  • +Budget is a concern and you need cost efficiency
  • +Your use case involves general purpose, coding, analysis
View full GPT-4o specs →
C

When to use Claude Sonnet 4

  • +Quality matters more than cost
  • +You need to process long documents (200K context)
  • +Your use case involves coding, writing, long documents
View full Claude Sonnet 4 specs →

Cost Analysis

At current pricing, GPT-4o is 1.4x more affordable than Claude Sonnet 4. For a typical enterprise workload processing 100M tokens per month:

GPT-4o monthly cost

$625

100M tokens/mo (50/50 in/out)

Claude Sonnet 4 monthly cost

$900

100M tokens/mo (50/50 in/out)

The Verdict

GPT-4o wins our head-to-head comparison with 4 out of 5 category wins. It's the stronger choice for general purpose, coding, analysis, though Claude Sonnet 4 holds an edge in coding, writing, long documents.

Last compared: March 2026 · Data sourced from public benchmarks and official pricing pages

Frequently Asked Questions

Which is better, GPT-4o or Claude Sonnet 4?
In our head-to-head comparison, GPT-4o leads in 4 out of 5 categories (arena rank, context window, input pricing, output pricing, and parameters). GPT-4o excels at general purpose, coding, analysis, while Claude Sonnet 4 is better suited for coding, writing, long documents. The best choice depends on your specific requirements, budget, and use case.
How does GPT-4o pricing compare to Claude Sonnet 4?
GPT-4o charges $2.50 per 1M input tokens and $10.00 per 1M output tokens. Claude Sonnet 4 charges $3.00 per 1M input tokens and $15.00 per 1M output tokens. GPT-4o is the more affordable option, approximately 1.4x cheaper on average. For high-volume production workloads, the pricing difference can significantly impact total cost of ownership.
What is the context window difference between GPT-4o and Claude Sonnet 4?
GPT-4o supports a 128K token context window, while Claude Sonnet 4 supports 200K tokens. Claude Sonnet 4 can process longer documents, codebases, and conversations in a single request. Context window size matters most for tasks involving long documents, large codebases, or extended conversations.
Can I use GPT-4o or Claude Sonnet 4 for free?
GPT-4o is a paid API model starting at $2.50 per 1M input tokens. Claude Sonnet 4 is a paid API model starting at $3.00 per 1M input tokens.
Which model has better benchmarks, GPT-4o or Claude Sonnet 4?
GPT-4o holds arena rank #2, while Claude Sonnet 4 holds rank #3. GPT-4o performs better in overall arena benchmarks, which aggregate human preference ratings across coding, reasoning, and general tasks. Note that benchmarks don't capture every use case — we recommend testing both models on your specific tasks.
Is GPT-4o or Claude Sonnet 4 better for coding?
GPT-4o is specifically optimized for coding tasks. Claude Sonnet 4 is specifically optimized for coding tasks. For coding specifically, arena rank and code-specific benchmarks are the best indicators of performance.