Gemini 2.5 Flash-Lite vs Gemma 3n E4B Instructed
Gemini 2.5 Flash-Lite significantly outperforms across most benchmarks. Gemini 2.5 Flash-Lite is 142.9x cheaper per token.
Google · Google · Updated for 2026
Which is better?
Gemini 2.5 Flash-Lite outperforms in 4 benchmarks (AIME 2025, Global-MMLU-Lite, GPQA, LiveCodeBench), while Gemma 3n E4B Instructed is better at 0 benchmarks. Gemini 2.5 Flash-Lite significantly outperforms across most benchmarks.
On price, Gemini 2.5 Flash-Lite is roughly 142.9x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
Gemini 2.5 Flash-Lite also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.
Based on current benchmark, pricing, and model metadata for 2026.
Choose Gemini 2.5 Flash-Lite
- you want the strongest raw capability — it leads on 4 of 4 shared benchmarks
- cost matters — it's about 142.9x cheaper per token
- you process long inputs — it offers a 1,048,576 token context window
- you need open weights you can self-host or fine-tune
Choose Gemma 3n E4B Instructed
- you want the most recent training data — it shipped Jun 2025
At a glance
The differences that matter most.
Performance Benchmarks
Comparative analysis across standard metrics
Gemini 2.5 Flash-Lite outperforms in 4 benchmarks (AIME 2025, Global-MMLU-Lite, GPQA, LiveCodeBench), while Gemma 3n E4B Instructed is better at 0 benchmarks.
Gemini 2.5 Flash-Lite significantly outperforms across most benchmarks.
Arena Performance
Playground indexes and blind preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, Gemini 2.5 Flash-Lite ($0.10/1M tokens) is 200.0x cheaper than Gemma 3n E4B Instructed ($20.00/1M tokens).
For output processing, Gemini 2.5 Flash-Lite ($0.40/1M tokens) is 100.0x cheaper than Gemma 3n E4B Instructed ($40.00/1M tokens).
In conclusion, Gemma 3n E4B Instructed is more expensive than Gemini 2.5 Flash-Lite.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Gemini 2.5 Flash-Lite accepts 1,048,576 input tokens compared to Gemma 3n E4B Instructed's 32,000 tokens. Gemini 2.5 Flash-Lite can generate longer responses up to 65,536 tokens, while Gemma 3n E4B Instructed is limited to 32,000 tokens.
Input Capabilities
Supported data types and modalities
Both Gemini 2.5 Flash-Lite and Gemma 3n E4B Instructed support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
Gemini 2.5 Flash-Lite
Gemma 3n E4B Instructed
License
Usage and distribution terms
Gemini 2.5 Flash-Lite is licensed under Creative Commons Attribution 4.0 License, while Gemma 3n E4B Instructed uses a proprietary license.
License differences may affect how you can use these models in commercial or open-source projects.
Creative Commons Attribution 4.0 License
Open weights
Proprietary
Closed source
Release Timeline
When each model was launched
Gemini 2.5 Flash-Lite was released on 2025-06-17, while Gemma 3n E4B Instructed was released on 2025-06-26.
Gemma 3n E4B Instructed is 0 month newer than Gemini 2.5 Flash-Lite.
Jun 17, 2025
1.2 years ago
Jun 26, 2025
1.2 years ago
1w newerKnowledge Cutoff
When training data ends
Gemini 2.5 Flash-Lite has a knowledge cutoff of 2025-01-01, while Gemma 3n E4B Instructed has a cutoff of 2024-06-01.
Gemini 2.5 Flash-Lite has more recent training data (up to 2025-01-01), making it potentially better informed about events through that date compared to Gemma 3n E4B Instructed (2024-06-01).
Jan 2025
7 mo newerJun 2024
Provider Availability
Gemini 2.5 Flash-Lite is available from Google. Gemma 3n E4B Instructed is available from Together.
Gemini 2.5 Flash-Lite
Gemma 3n E4B Instructed
Outputs Comparison
Judge for yourself.
Run your own prompts against Gemini 2.5 Flash-Lite and Gemma 3n E4B Instructed side-by-side, then vote on the output you prefer.
FAQ
Common questions about Gemini 2.5 Flash-Lite vs Gemma 3n E4B Instructed.