Gemma 3 Models — Hardware Requirements

16 Gemma 3 models from Google and the community, from the smallest that runs in 0.1 GB of VRAM up to 27.4B parameters. Every row links to full quantization tables and GPU compatibility.

All Gemma 3 Models by Size

ModelParamsContext
Gemma 3 270M IT268M
Gemma 3 270M268M
Gemma 3 270M IT Heretic268M33K
Gemma 3 270M IT270M
Gemma 3 1B IT1000M33K
Gemma 3 1B Pt1000M
Gemma3 1B CulturaViva ITA1000M33K
Gemma3 1B IT1B
Gemma 3n E2B IT Litert Lm2B
Gemma 3n E4B IT Litert Lm4B
Gemma 3 4B IT4.3B
Gemma 3n E2B IT5.4B
Gemma 3n E4B IT7.8B
Gemma 3 12B IT12.2B33K
Gemma 3 12B IT Heretic12.2B131K
Gemma 3 12B IT Heretic v212.2B131K
Gemma 3 12B IT Heretic v212.2B131K
Gemma 3 27B IT27.4B131K

How Gemma 3 Compares — Benchmark Rating

Gemma 3 27B IT is the highest-rated Gemma 3 model with an overall benchmark rating of 27.9/100 — #67 among 75 open models. The top proprietary model, GPT 5.5, scores 88.8. Click a model to see its full benchmark breakdown.

GPT 5.5 · proprietary88.8
Claude Opus 4.7 · proprietary87.6
Claude Fable 5 · proprietary86.6
GPT 5.4 · proprietary86.6
Claude Opus 4.8 · proprietary84.4
Composite of normalized public benchmark scores (methodology) · Gemma 3 · other models

Frequently Asked Questions

How much VRAM do I need to run a Gemma 3 model?
The smallest Gemma 3 model, Gemma 3 270M IT, runs from 0.1 GB of VRAM at an aggressive quantization. Larger family members need proportionally more — see the table above for every model.
Which Gemma 3 models can I run on a 16 GB GPU?
18 of 18 Gemma 3 models fit in 16 GB of VRAM at some quantization, including Gemma 3 4B IT, Gemma 3 12B IT, Gemma 3 1B IT.
What is the most popular Gemma 3 model to run locally?
Gemma 3 4B IT is the most downloaded Gemma 3 model in local-friendly quantized formats. It runs from 1.3 GB of VRAM.
How do Gemma 3 models score on benchmarks?
Gemma 3 27B IT leads the family with an overall benchmark rating of 27.9/100, ranking #67 among 75 open models, while the top proprietary model, GPT 5.5, scores 88.8. See the comparison chart above for the full standings.