Gemma 3n E4B Instructed vs Qwen2.5-Coder 32B Instruct
Qwen2.5-Coder 32B Instruct leads the LLM Stats Score 2.2 to -4.5. Qwen2.5-Coder 32B Instruct is 277.8x cheaper per token.
Google · Alibaba Cloud / Qwen Team · Updated for 2026
Which is better?
Qwen2.5-Coder 32B Instruct leads the overall LLM Stats Score 2.2 to -4.5, ranking #305 overall.
In the 5 individual benchmarks reported for both models, Qwen2.5-Coder 32B Instruct wins 4; this is a narrower head-to-head signal than the composite indexes.
On price, Qwen2.5-Coder 32B Instruct is roughly 277.8x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
Qwen2.5-Coder 32B Instruct also accepts a larger context window (128,000 input tokens), making it the stronger choice for long documents and large codebases.
Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.
Choose Gemma 3n E4B Instructed
- you want the most recent training data — it shipped Jun 2025
Choose Qwen2.5-Coder 32B Instruct
- overall performance matters — it scores 2.2 and ranks #305 on LLM Stats
- your work emphasizes reasoning and coding — it leads those capability indexes
- you value its reported benchmark strengths — it wins 4 of 5 exact shared results
- cost matters — it's about 277.8x cheaper per token
- you process long inputs — it offers a 128,000 token context window
- you need open weights you can self-host or fine-tune
At a glance
The differences that matter most.
Capability indexes
Additional strengths measured across groups of related public benchmarks
Individual benchmarks
18 reported for Gemma 3n E4B Instructed · 15 for Qwen2.5-Coder 32B Instruct
Gemma 3n E4B Instructed outperforms in 1 benchmarks (MMLU-Pro), while Qwen2.5-Coder 32B Instruct is better at 4 benchmarks (HumanEval, LiveCodeBench, MBPP, MMLU).
Qwen2.5-Coder 32B Instruct significantly outperforms across most benchmarks.
Human preference
Blind head-to-head votes and playground preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, Gemma 3n E4B Instructed ($20.00/1M tokens) is 222.2x more expensive than Qwen2.5-Coder 32B Instruct ($0.09/1M tokens).
For output processing, Gemma 3n E4B Instructed ($40.00/1M tokens) is 444.4x more expensive than Qwen2.5-Coder 32B Instruct ($0.09/1M tokens).
In conclusion, Gemma 3n E4B Instructed is more expensive than Qwen2.5-Coder 32B Instruct.*
* Using a 3:1 ratio of input to output tokens
Model Size
Parameter count comparison
Qwen2.5-Coder 32B Instruct has 24.0B more parameters than Gemma 3n E4B Instructed, making it 300.0% larger.
Context Window
Maximum input and output token capacity
Qwen2.5-Coder 32B Instruct accepts 128,000 input tokens compared to Gemma 3n E4B Instructed's 32,000 tokens. Qwen2.5-Coder 32B Instruct can generate longer responses up to 128,000 tokens, while Gemma 3n E4B Instructed is limited to 32,000 tokens.
Input capabilities
Documented input modalities across available providers
Gemma 3n E4B Instructed supports multimodal inputs, whereas Qwen2.5-Coder 32B Instruct does not.
Gemma 3n E4B Instructed can handle both text and other forms of data like images, making it suitable for multimodal applications.
Gemma 3n E4B Instructed
Qwen2.5-Coder 32B Instruct
License
Usage and distribution terms
Gemma 3n E4B Instructed is licensed under a proprietary license, while Qwen2.5-Coder 32B Instruct 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
Gemma 3n E4B Instructed was released on 2025-06-26, while Qwen2.5-Coder 32B Instruct was released on 2024-09-19.
Gemma 3n E4B Instructed is 9 months newer than Qwen2.5-Coder 32B Instruct.
Jun 26, 2025
1.2 years ago
9mo newerSep 19, 2024
2.0 years ago
Knowledge Cutoff
When training data ends
Gemma 3n E4B Instructed has a documented knowledge cutoff of 2024-06-01, while Qwen2.5-Coder 32B Instruct's cutoff date is not specified.
We can confirm Gemma 3n E4B Instructed's training data extends to 2024-06-01, but cannot make a direct comparison without Qwen2.5-Coder 32B Instruct's cutoff date.
Jun 2024
—
Provider Availability
Gemma 3n E4B Instructed is available from Together. Qwen2.5-Coder 32B Instruct is available from Lambda, DeepInfra, Hyperbolic, Fireworks.
Gemma 3n E4B Instructed
Qwen2.5-Coder 32B Instruct
Outputs Comparison
Judge for yourself.
Run your own prompts against Gemma 3n E4B Instructed and Qwen2.5-Coder 32B Instruct side-by-side, then vote on the output you prefer.
FAQ
Common questions about Gemma 3n E4B Instructed vs Qwen2.5-Coder 32B Instruct.