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Stable Diffusion 3.5 Large on NVIDIA GeForce RTX 4090

NVIDIA GeForce RTX 4090 runs Stable Diffusion 3.5 Large excellently at FP16. This is a strong pairing.

Model Size

8.1B

Device VRAM

24 GB

Bandwidth

1008 GB/s

Quantizations Tested

1

Performance by Quantization

Each row shows Stable Diffusion 3.5 Large performance at a different quality level on NVIDIA GeForce RTX 4090.

QuantizationSpeedTTFTFits in VRAMRatingConfidence
FP163500ms✓ YesExcellentestimated

Notes

FP16

1008 GB/s. ~3.5s per image. Best consumer GPU for SD 3.5 Large.

About Stable Diffusion 3.5 Large

Stable Diffusion 3.5 Large (8.1B) is a image gen model. Latest Stable Diffusion architecture with significantly improved prompt adherence, typography, and composition over SDXL. Higher VRAM requirement (12GB+ at FP16) but produces noticeably better images. The current standard for local image generation.

View all Stable Diffusion 3.5 Large hardware options →

About NVIDIA GeForce RTX 4090

NVIDIA GeForce RTX 4090 has 24 GB at 1008 GB/s. Street price: $1,799.

See all models NVIDIA GeForce RTX 4090 can run →

Builds with NVIDIA GeForce RTX 4090

Source: Performance estimates based on model size and device bandwidth (2026-03-15)

Data last updated: 2026-03-15