Gemma 3 4B vs Nova Micro
Nova Micro leads the LLM Stats Score 2.4 to -1.9. Gemma 3 4B is 2.3x cheaper per token.
Google · Amazon · Updated for 2026
Which is better?
Nova Micro leads the overall LLM Stats Score 2.4 to -1.9, ranking #314 overall.
In the 5 individual benchmarks reported for both models, Nova Micro wins 3; this is a narrower head-to-head signal than the composite indexes.
On price, Gemma 3 4B is roughly 2.3x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
Gemma 3 4B also accepts a larger context window (131,072 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 3 4B
- cost matters — it's about 2.3x cheaper per token
- you process long inputs — it offers a 131,072 token context window
- you want the most recent training data — it shipped Mar 2025
- you need open weights you can self-host or fine-tune
Choose Nova Micro
- overall performance matters — it scores 2.4 and ranks #314 on LLM Stats
- your work emphasizes reasoning — it leads those capability indexes
- you value its reported benchmark strengths — it wins 3 of 5 exact shared results
At a glance
The differences that matter most.
Capability indexes
Additional strengths measured across groups of related public benchmarks
Individual benchmarks
26 reported for Gemma 3 4B · 17 for Nova Micro
Gemma 3 4B outperforms in 2 benchmarks (IFEval, MATH), while Nova Micro is better at 3 benchmarks (GPQA, GSM8k, HumanEval).
Nova Micro has a slight edge in benchmark performance.
Human preference
Blind head-to-head votes and playground preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, Gemma 3 4B ($0.02/1M tokens) is 1.5x cheaper than Nova Micro ($0.03/1M tokens).
For output processing, Gemma 3 4B ($0.04/1M tokens) is 3.5x cheaper than Nova Micro ($0.14/1M tokens).
In conclusion, Nova Micro is more expensive than Gemma 3 4B.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Gemma 3 4B accepts 131,072 input tokens compared to Nova Micro's 128,000 tokens. Gemma 3 4B can generate longer responses up to 131,072 tokens, while Nova Micro is limited to 128,000 tokens.
Input capabilities
Documented input modalities across available providers
Gemma 3 4B supports multimodal inputs, whereas Nova Micro does not.
Gemma 3 4B can handle both text and other forms of data like images, making it suitable for multimodal applications.
Gemma 3 4B
Nova Micro
License
Usage and distribution terms
Gemma 3 4B is licensed under Gemma, while Nova Micro uses a proprietary license.
License differences may affect how you can use these models in commercial or open-source projects.
Gemma
Open weights
Proprietary
Closed source
Release Timeline
When each model was launched
Gemma 3 4B was released on 2025-03-12, while Nova Micro was released on 2024-11-20.
Gemma 3 4B is 4 months newer than Nova Micro.
Mar 12, 2025
1.5 years ago
3mo newerNov 20, 2024
1.8 years ago
Knowledge Cutoff
When training data ends
Gemma 3 4B has a documented knowledge cutoff of 2024-08-01, while Nova Micro's cutoff date is not specified.
We can confirm Gemma 3 4B's training data extends to 2024-08-01, but cannot make a direct comparison without Nova Micro's cutoff date.
Aug 2024
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Provider Availability
Gemma 3 4B is available from DeepInfra. Nova Micro is available from Bedrock.
Gemma 3 4B
Nova Micro
Outputs Comparison
Judge for yourself.
Run your own prompts against Gemma 3 4B and Nova Micro side-by-side, then vote on the output you prefer.
FAQ
Common questions about Gemma 3 4B vs Nova Micro.