Models›Gemma 3 4B
Gemma 3 4B
Google's compact 4B model — ultra-fast responses on any Apple Silicon, best for automation triggers and speed-critical tasks.
4B
parameters
8GB
minimum RAM
Overview
What makes Gemma 3 4B notable
Gemma 3 4B is one of the fastest local models available on Apple Silicon. At 4B parameters running at Q8, it responds in milliseconds — faster than most cloud APIs at this quality level. For automation workflows and interactive triggers, nothing in the local AI ecosystem beats its response time.
Quality is limited — you won't use this for complex reasoning or nuanced writing. But for tasks where the question is simple and speed is everything, Gemma 3 4B excels: answering quick questions, classifying text, generating short responses, triggering actions.
In multi-model setups, Gemma 3 4B often serves as the first-pass model: fast enough for initial processing, with the ability to escalate to a larger model when the task demands it.
Best use cases
What it excels at
- ✓Ultra-fast automation triggers and conditional logic
- ✓Quick yes/no and classification decisions in workflows
- ✓Instant responses for simple conversational interactions
- ✓High-volume text processing at speed
- ✓First-pass screening before routing to larger models
- ✓Interactive installations or real-time AI applications
Compatibility
Hardware requirements
| Mac model | RAM | Performance | Notes |
|---|---|---|---|
| Mac Mini M4 Pro | 24GB | Excellent | Q8 quantization — maximum quality |
| Mac Mini M4 Pro | 48GB | Excellent | Q8 quantization — maximum quality |
| Mac Studio M4 Max | 128GB | Optimal | Q8 quantization — blazing fast, full quality |
| Mac Studio M3 Ultra | 192GB+ | Optimal | Q8 full precision — run multiple models simultaneously |
Speed
Approximate tokens/second
Use case fit
Quality ratings
Cost comparison
Without local AI, the equivalent capability costs:
Cloud equivalent
N/A — faster than most cloud APIs at this quality level
No direct cloud equivalent — faster than most APIs at this quality tier.
Local with Maai Machines
Gemma 3 4B
$0per month
~$10/month electricity. One-time setup.
Run Gemma 3 4B on your own hardware.
Book a consultation. We'll configure this model — and the rest of your stack — in one day.