GPT-4 vs Claude 3 Sonnet Comparison
Comparing GPT-4 and Claude 3 Sonnet across benchmarks, pricing, and capabilities.
Performance Benchmarks
Comparative analysis across standard metrics
GPT-4 outperforms in 3 benchmarks (DROP, HellaSwag, MMLU), while Claude 3 Sonnet is better at 4 benchmarks (GPQA, HumanEval, MATH, MGSM).
Claude 3 Sonnet has a slight edge in benchmark performance.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, GPT-4 ($30.00/1M tokens) is 10.0x more expensive than Claude 3 Sonnet ($3.00/1M tokens).
For output processing, GPT-4 ($60.00/1M tokens) is 4.0x more expensive than Claude 3 Sonnet ($15.00/1M tokens).
In conclusion, GPT-4 is more expensive than Claude 3 Sonnet.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Claude 3 Sonnet accepts 200,000 input tokens compared to GPT-4's 32,768 tokens. Claude 3 Sonnet can generate longer responses up to 200,000 tokens, while GPT-4 is limited to 32,768 tokens.
Input Capabilities
Supported data types and modalities
Both GPT-4 and Claude 3 Sonnet support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
GPT-4
Claude 3 Sonnet
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
GPT-4 was released on 2023-06-13, while Claude 3 Sonnet was released on 2024-02-29.
Claude 3 Sonnet is 9 months newer than GPT-4.
Jun 13, 2023
2.8 years ago
Feb 29, 2024
2.1 years ago
8mo newerKnowledge Cutoff
When training data ends
GPT-4 has a documented knowledge cutoff of 2022-12-31, while Claude 3 Sonnet's cutoff date is not specified.
We can confirm GPT-4's training data extends to 2022-12-31, but cannot make a direct comparison without Claude 3 Sonnet's cutoff date.
Dec 2022
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Provider Availability
GPT-4 is available from Azure, OpenAI. Claude 3 Sonnet is available from Anthropic, Bedrock, Google. The availability of providers can affect quality of the model and reliability.
GPT-4
Claude 3 Sonnet
Outputs Comparison
Key Takeaways
GPT-4
View detailsOpenAI
Claude 3 Sonnet
View detailsAnthropic
Detailed Comparison
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