Model Comparison
Gemini 2.5 Flash vs QwQ-32B-Preview
Gemini 2.5 Flash significantly outperforms across most benchmarks. QwQ-32B-Preview is 5.2x cheaper per token.
Performance Benchmarks
Comparative analysis across standard metrics
Gemini 2.5 Flash outperforms in 2 benchmarks (AIME 2024, GPQA), while QwQ-32B-Preview is better at 0 benchmarks.
Gemini 2.5 Flash significantly outperforms across most benchmarks.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, Gemini 2.5 Flash ($0.30/1M tokens) is 2.0x more expensive than QwQ-32B-Preview ($0.15/1M tokens).
For output processing, Gemini 2.5 Flash ($2.50/1M tokens) is 12.5x more expensive than QwQ-32B-Preview ($0.20/1M tokens).
In conclusion, Gemini 2.5 Flash is more expensive than QwQ-32B-Preview.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Gemini 2.5 Flash accepts 1,048,576 input tokens compared to QwQ-32B-Preview's 32,768 tokens. Gemini 2.5 Flash can generate longer responses up to 65,536 tokens, while QwQ-32B-Preview is limited to 32,768 tokens.
Input Capabilities
Supported data types and modalities
Gemini 2.5 Flash supports multimodal inputs, whereas QwQ-32B-Preview does not.
Gemini 2.5 Flash can handle both text and other forms of data like images, making it suitable for multimodal applications.
Gemini 2.5 Flash
QwQ-32B-Preview
License
Usage and distribution terms
Gemini 2.5 Flash is licensed under a proprietary license, while QwQ-32B-Preview uses Apache 2.0.
License differences may affect how you can use these models in commercial or open-source projects.
Proprietary
Closed source
Apache 2.0
Open weights
Release Timeline
When each model was launched
Gemini 2.5 Flash was released on 2025-05-20, while QwQ-32B-Preview was released on 2024-11-28.
Gemini 2.5 Flash is 6 months newer than QwQ-32B-Preview.
May 20, 2025
11 months ago
5mo newerNov 28, 2024
1.4 years ago
Knowledge Cutoff
When training data ends
Gemini 2.5 Flash has a knowledge cutoff of 2025-01-31, while QwQ-32B-Preview has a cutoff of 2024-11-28.
Gemini 2.5 Flash has more recent training data (up to 2025-01-31), making it potentially better informed about events through that date compared to QwQ-32B-Preview (2024-11-28).
Jan 2025
2 mo newerNov 2024
Provider Availability
Gemini 2.5 Flash is available from Google. QwQ-32B-Preview is available from DeepInfra, Hyperbolic, Fireworks, Together.
Gemini 2.5 Flash
QwQ-32B-Preview
Outputs Comparison
Key Takeaways
QwQ-32B-Preview
View detailsAlibaba Cloud / Qwen Team
Detailed Comparison
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FAQ
Common questions about Gemini 2.5 Flash vs QwQ-32B-Preview