Claude Sonnet 4 vs GPT-5 High Comparison
Comparing Claude Sonnet 4 and GPT-5 High across benchmarks, pricing, and capabilities.
Performance Benchmarks
Comparative analysis across standard metrics
Claude Sonnet 4 outperforms in 0 benchmarks, while GPT-5 High is better at 2 benchmarks (AIME 2025, GPQA).
GPT-5 High significantly outperforms across most benchmarks.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, Claude Sonnet 4 ($3.00/1M tokens) is 2.4x more expensive than GPT-5 High ($1.25/1M tokens).
For output processing, Claude Sonnet 4 ($15.00/1M tokens) is 1.5x more expensive than GPT-5 High ($10.00/1M tokens).
In conclusion, Claude Sonnet 4 is more expensive than GPT-5 High.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
GPT-5 High accepts 400,000 input tokens compared to Claude Sonnet 4's 200,000 tokens. GPT-5 High can generate longer responses up to 128,000 tokens, while Claude Sonnet 4 is limited to 64,000 tokens.
Input Capabilities
Supported data types and modalities
Both Claude Sonnet 4 and GPT-5 High support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
Claude Sonnet 4
GPT-5 High
License
Usage and distribution terms
Both models are licensed under proprietary licenses.
Both models have usage restrictions defined by their respective organizations.
Proprietary
Closed source
Proprietary
Closed source
Release Timeline
When each model was launched
Claude Sonnet 4 was released on 2025-05-22, while GPT-5 High was released on 2025-08-07.
GPT-5 High is 3 months newer than Claude Sonnet 4.
May 22, 2025
9 months ago
Aug 7, 2025
7 months ago
2mo newerKnowledge Cutoff
When training data ends
GPT-5 High has a documented knowledge cutoff of 2024-09-30, while Claude Sonnet 4's cutoff date is not specified.
We can confirm GPT-5 High's training data extends to 2024-09-30, but cannot make a direct comparison without Claude Sonnet 4's cutoff date.
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Sep 2024
Provider Availability
Claude Sonnet 4 is available from Anthropic, Bedrock, Google. GPT-5 High is available from OpenAI. The availability of providers can affect quality of the model and reliability.
Claude Sonnet 4
GPT-5 High
Outputs Comparison
Key Takeaways
Claude Sonnet 4
View detailsAnthropic
GPT-5 High
View detailsOpenAI
Detailed Comparison
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