Model Comparison
o1 vs Claude Sonnet 4
Both models are evenly matched across the benchmarks. Claude Sonnet 4 is 4.4x cheaper per token.
Performance Benchmarks
Comparative analysis across standard metrics
o1 outperforms in 3 benchmarks (GPQA, MMMLU, MMMU), while Claude Sonnet 4 is better at 3 benchmarks (SWE-Bench Verified, TAU-bench Airline, TAU-bench Retail).
Both models are evenly matched across the benchmarks.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, o1 ($15.00/1M tokens) is 5.0x more expensive than Claude Sonnet 4 ($3.00/1M tokens).
For output processing, o1 ($60.00/1M tokens) is 4.0x more expensive than Claude Sonnet 4 ($15.00/1M tokens).
In conclusion, o1 is more expensive than Claude Sonnet 4.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Both models have the same input context window of 200,000 tokens. o1 can generate longer responses up to 100,000 tokens, while Claude Sonnet 4 is limited to 64,000 tokens.
Input Capabilities
Supported data types and modalities
Claude Sonnet 4 supports multimodal inputs, whereas o1 does not.
Claude Sonnet 4 can handle both text and other forms of data like images, making it suitable for multimodal applications.
o1
Claude Sonnet 4
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
o1 was released on 2024-12-17, while Claude Sonnet 4 was released on 2025-05-22.
Claude Sonnet 4 is 5 months newer than o1.
Dec 17, 2024
1.4 years ago
May 22, 2025
11 months ago
5mo newerKnowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Provider Availability
o1 is available from Azure, OpenAI. Claude Sonnet 4 is available from Anthropic, Bedrock, Google.
o1
Claude Sonnet 4
Outputs Comparison
Key Takeaways
o1
View detailsOpenAI
Claude Sonnet 4
View detailsAnthropic
Detailed Comparison
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FAQ
Common questions about o1 vs Claude Sonnet 4.