Gemma 3n E2B Instructed vs LongCat-Flash-Lite Comparison
Comparing Gemma 3n E2B Instructed and LongCat-Flash-Lite across benchmarks, pricing, and capabilities.
Performance Benchmarks
Comparative analysis across standard metrics
Gemma 3n E2B Instructed outperforms in 0 benchmarks, while LongCat-Flash-Lite is better at 4 benchmarks (AIME 2025, GPQA, MMLU, MMLU-Pro).
LongCat-Flash-Lite significantly outperforms across most benchmarks.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
Cost data unavailable.
Model Size
Parameter count comparison
LongCat-Flash-Lite has 60.5B more parameters than Gemma 3n E2B Instructed, making it 756.3% larger.
Context Window
Maximum input and output token capacity
Only LongCat-Flash-Lite specifies input context (256,000 tokens). Only LongCat-Flash-Lite specifies output context (128,000 tokens).
Input Capabilities
Supported data types and modalities
Gemma 3n E2B Instructed supports multimodal inputs, whereas LongCat-Flash-Lite does not.
Gemma 3n E2B Instructed can handle both text and other forms of data like images, making it suitable for multimodal applications.
Gemma 3n E2B Instructed
LongCat-Flash-Lite
License
Usage and distribution terms
Gemma 3n E2B Instructed is licensed under a proprietary license, while LongCat-Flash-Lite uses MIT.
License differences may affect how you can use these models in commercial or open-source projects.
Proprietary
Closed source
MIT
Open weights
Release Timeline
When each model was launched
Gemma 3n E2B Instructed was released on 2025-06-26, while LongCat-Flash-Lite was released on 2026-02-05.
LongCat-Flash-Lite is 7 months newer than Gemma 3n E2B Instructed.
Jun 26, 2025
8 months ago
Feb 5, 2026
1 months ago
7mo newerKnowledge Cutoff
When training data ends
Gemma 3n E2B Instructed has a documented knowledge cutoff of 2024-06-01, while LongCat-Flash-Lite's cutoff date is not specified.
We can confirm Gemma 3n E2B Instructed's training data extends to 2024-06-01, but cannot make a direct comparison without LongCat-Flash-Lite's cutoff date.
Jun 2024
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Outputs Comparison
Key Takeaways
Detailed Comparison
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