Gemini 1.5 Flash vs DeepSeek-V3
Comparing Gemini 1.5 Flash by Google and DeepSeek-V3 by DeepSeek across benchmarks, pricing, and capabilities.
DeepSeek-V3 significantly outperforms across most benchmarks. Gemini 1.5 Flash is 1.8x cheaper per token.
Performance Benchmarks
Comparative analysis across standard metrics
Gemini 1.5 Flash outperforms in 0 benchmarks, while DeepSeek-V3 is better at 3 benchmarks (GPQA, MMLU, MMLU-Pro).
DeepSeek-V3 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 1.8x cheaper than DeepSeek-V3 ($0.27/1M tokens).
For output processing, Gemini 1.5 Flash ($0.60/1M tokens) is 1.8x cheaper than DeepSeek-V3 ($1.10/1M tokens).
In conclusion, DeepSeek-V3 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 DeepSeek-V3's 131,072 tokens. DeepSeek-V3 can generate longer responses up to 131,072 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 DeepSeek-V3 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
DeepSeek-V3
License
Usage and distribution terms
Gemini 1.5 Flash is licensed under a proprietary license, while DeepSeek-V3 uses MIT + Model License (Commercial use allowed).
License differences may affect how you can use these models in commercial or open-source projects.
Proprietary
Closed source
MIT + Model License (Commercial use allowed)
Open weights
Release Timeline
When each model was launched
Gemini 1.5 Flash was released on 2024-05-01, while DeepSeek-V3 was released on 2024-12-25.
DeepSeek-V3 is 8 months newer than Gemini 1.5 Flash.
May 1, 2024
1.9 years ago
Dec 25, 2024
1.2 years ago
7mo newerKnowledge Cutoff
When training data ends
Gemini 1.5 Flash has a documented knowledge cutoff of 2023-11-01, while DeepSeek-V3'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 DeepSeek-V3's cutoff date.
Nov 2023
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Provider Availability
Gemini 1.5 Flash is available from Google. DeepSeek-V3 is available from DeepSeek. The availability of providers can affect quality of the model and reliability.
Gemini 1.5 Flash
DeepSeek-V3
Outputs Comparison
Key Takeaways
DeepSeek-V3
View detailsDeepSeek
Detailed Comparison
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