Gemini 1.5 Flash vs o1-preview Comparison
Comparing Gemini 1.5 Flash and o1-preview across benchmarks, pricing, and capabilities.
Performance Benchmarks
Comparative analysis across standard metrics
Gemini 1.5 Flash outperforms in 0 benchmarks, while o1-preview is better at 4 benchmarks (GPQA, MATH, MGSM, MMLU).
o1-preview significantly outperforms across most benchmarks.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, Gemini 1.5 Flash ($0.15/1M tokens) is 100.0x cheaper than o1-preview ($15.00/1M tokens).
For output processing, Gemini 1.5 Flash ($0.60/1M tokens) is 100.0x cheaper than o1-preview ($60.00/1M tokens).
In conclusion, o1-preview is more expensive than Gemini 1.5 Flash.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Gemini 1.5 Flash accepts 1,048,576 input tokens compared to o1-preview's 128,000 tokens. o1-preview can generate longer responses up to 32,768 tokens, while Gemini 1.5 Flash is limited to 8,192 tokens.
Input Capabilities
Supported data types and modalities
Gemini 1.5 Flash supports multimodal inputs, whereas o1-preview does not.
Gemini 1.5 Flash can handle both text and other forms of data like images, making it suitable for multimodal applications.
Gemini 1.5 Flash
o1-preview
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
Gemini 1.5 Flash was released on 2024-05-01, while o1-preview was released on 2024-09-12.
o1-preview is 4 months newer than Gemini 1.5 Flash.
May 1, 2024
1.9 years ago
Sep 12, 2024
1.5 years ago
4mo newerKnowledge Cutoff
When training data ends
Gemini 1.5 Flash has a documented knowledge cutoff of 2023-11-01, while o1-preview's cutoff date is not specified.
We can confirm Gemini 1.5 Flash's training data extends to 2023-11-01, but cannot make a direct comparison without o1-preview's cutoff date.
Nov 2023
—
Provider Availability
Gemini 1.5 Flash is available from Google. o1-preview is available from OpenAI, Azure. The availability of providers can affect quality of the model and reliability.
Gemini 1.5 Flash
o1-preview
Outputs Comparison
Key Takeaways
o1-preview
View detailsOpenAI
Detailed Comparison
| Feature |
|---|