GPT-3.5 Turbo vs o1
Comparing GPT-3.5 Turbo by OpenAI and o1 by OpenAI across benchmarks, pricing, and capabilities.
o1 significantly outperforms across most benchmarks. GPT-3.5 Turbo is 35.0x cheaper per token.
Performance Benchmarks
Comparative analysis across standard metrics
GPT-3.5 Turbo outperforms in 0 benchmarks, while o1 is better at 7 benchmarks (GPQA, HumanEval, MATH, MathVista, MGSM, MMLU, MMMU).
o1 significantly outperforms across most benchmarks.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, GPT-3.5 Turbo ($0.50/1M tokens) is 30.0x cheaper than o1 ($15.00/1M tokens).
For output processing, GPT-3.5 Turbo ($1.50/1M tokens) is 40.0x cheaper than o1 ($60.00/1M tokens).
In conclusion, o1 is more expensive than GPT-3.5 Turbo.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
o1 accepts 200,000 input tokens compared to GPT-3.5 Turbo's 16,385 tokens. o1 can generate longer responses up to 100,000 tokens, while GPT-3.5 Turbo is limited to 4,096 tokens.
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-3.5 Turbo was released on 2023-03-21, while o1 was released on 2024-12-17.
o1 is 21 months newer than GPT-3.5 Turbo.
Mar 21, 2023
3.0 years ago
Dec 17, 2024
1.3 years ago
1.7yr newerKnowledge Cutoff
When training data ends
GPT-3.5 Turbo has a documented knowledge cutoff of 2021-09-30, while o1's cutoff date is not specified.
We can confirm GPT-3.5 Turbo's training data extends to 2021-09-30, but cannot make a direct comparison without o1's cutoff date.
Sep 2021
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Provider Availability
GPT-3.5 Turbo is available from Azure, OpenAI. o1 is available from Azure, OpenAI. The availability of providers can affect quality of the model and reliability.
GPT-3.5 Turbo
o1
Outputs Comparison
Key Takeaways
o1
View detailsOpenAI
Detailed Comparison
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