Stable Diffusion · Stability AI Community License
The standard for local image generation. 1024x1024 base resolution. Massive LoRA/checkpoint ecosystem. Runs well on 8GB+ VRAM. VRAM usage varies by resolution and batch size — 6.5GB is for single 1024x1024 generation.
Stable Diffusion XL 1.0 (6.6B) requires 6.5 GB VRAM at recommended quality (FP16). For the best experience, Starter AI Desktop ($582) is recommended.
— OwnRig methodology, data updated 2026-03-01
| Quality | Quantization | VRAM | File Size |
|---|---|---|---|
| full | FP16 | 6.5 GB | 6.5 GB |
Performance data for Stable Diffusion XL 1.0 across different hardware.
| Device | Quantization | Speed | Rating | Fits in VRAM |
|---|---|---|---|---|
| NVIDIA GeForce RTX 3060 12GB | FP16 | — | Good | ✓ |
| NVIDIA GeForce RTX 4090 | FP16 | — | Excellent | ✓ |
| NVIDIA GeForce RTX 5090 | FP16 | — | Excellent | ✓ |
| NVIDIA GeForce RTX 5080 | FP16 | — | Excellent | ✓ |
| NVIDIA GeForce RTX 4080 Super | FP16 | — | Excellent | ✓ |
| NVIDIA GeForce RTX 4060 8GB | FP16 | — | Good | ✓ |
| NVIDIA GeForce RTX 4070 Ti 12GB | FP16 | — | Excellent | ✓ |
| NVIDIA GeForce RTX 3080 10GB | FP16 | — | Excellent | ✓ |
| Apple M3 Pro (18GB Unified) | FP16 | — | Good | ✓ |
Complete PC builds that can run Stable Diffusion XL 1.0.
AMD Radeon RX 7900 XTX 24GB · 32GB DDR5-5600 (2x16GB)

NVIDIA GeForce RTX 3060 12GB · 32GB DDR4-3200 (2x16GB)

Apple M4 Max 128GB (Mac Studio)

NVIDIA GeForce RTX 4060 Ti 16GB · 32GB DDR5-5600 (2x16GB)

NVIDIA GeForce RTX 5090 32GB · 64GB DDR5-6000 (2x32GB)

NVIDIA GeForce RTX 4060 Ti 16GB · 32GB DDR5-5600 (2x16GB)
Data confidence: verified. Last updated: 2026-03-01. Source