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Image · NVIDIA · CUDA

Stable Diffusion 3.5

Still-image generation from text, read straight from the published safetensors checkpoints.

Status
Available
Platform
NVIDIA · CUDA
Class
Image
Publisher
Stability AI
Architecture
sd3
Weights
Supplied by you
Package

What this package does

From the documents of veizik-sd35-1.0.1-linux-x86_64.vzpack (release v1.0.1).

  • Two image models in one package: Stable Diffusion 3.5 Medium (2.5B) and Large (8B), text to image, on NVIDIA GPUs.
  • Run: veizik run sd35medium --out DIR or veizik run sd35large --out DIR renders a 1024×1024 image by default, or any size with --width/--height (e.g. 768×1344 non-square), and writes it to DIR/frame_0000.png. Options: --steps, --seed, --width, --height, --mode (quality / balanced / low-memory / fast / ultrafast), --weights.
  • Per-architecture cubin for every supported GPU — consumer and data-centre — with no compile step at render time.
  • Device-bound activation and a v1 provenance mark on every generated image. Weights are supplied by you under the Stability AI Community License (Powered by Stability AI).
Guide

How to run it

  1. Get the veizik command

    Get the veizik command for Linux x86-64:

    veizik
    $ curl -fsSL https://veizik.com/install.sh | sh
    # if the installer asks you to put ~/.local/bin on your PATH
    $ export PATH="$HOME/.local/bin:$PATH"
  2. Install the model engine

    This model is in veizik-sd35-1.0.1-linux-x86_64.vzpack. veizik install downloads it from its GitHub release and refuses it unless its SHA-256 matches the one on the download page.

    install
    # accepted names: sd35 or a full model key (sd35medium, sd35large); any case
    $ veizik install sd35
  3. Activate this device

    Approve the machine once; it receives a licence bound to it.

    activate
    $ veizik activate
    # without a browser (SSH, servers): create a key + CLI password on your account page, then:
    $ veizik activate --key KEY --password-stdin
  4. Run it

    The first commands for this model, as the package’s own documents give them.

    run
    # SD3.5 weights are user-supplied under the Stability AI Community License. Accept it once at the publisher, then veizik pull fetches the gated weights with your Hugging Face token:
    # 1) accept the licence: https://huggingface.co/stabilityai/stable-diffusion-3.5-medium   (sd35large: .../stable-diffusion-3.5-large)
    $ veizik hf login
    $ veizik pull sd35medium
    $ veizik run sd35medium "<your prompt>" --out out.png
    # options: --steps --seed --mode (quality | balanced | low-memory | fast | ultrafast) --weights
    # already downloaded the weights? skip pull and point --weights at the directory:
    $ veizik run sd35medium "<your prompt>" --weights /data/models/stable-diffusion-3.5-medium --out out.png
    # sd35large is the 8B model — same flow with the sd35large key (accept the -large licence too):
    $ veizik pull sd35large
    $ veizik run sd35large "<your prompt>" --out out.png
    # run does NOT auto-download (measured) — pull is the download step. Every image carries a v1 provenance mark; output is shown with "Powered by Stability AI".
Support

Where it runs.

Evidence and availability are separate: a verified device is not a download, and an available model is not verified on every device.

VerifiedVerifiedRun end to end on this exact device, on a published build.Architecture-supportedArchitecture-supportedVerified on another device of the same architecture; this device itself is untested.Expected, untestedExpected, untestedThe engine targets this architecture; nobody has run this model on it. No claim is made.In preparationIn preparationNo build is downloadable yet, and no figure is offered.Not offeredNot offeredThis family is not offered on this platform.UnknownUnknownNo information yet — the platform is announced with the release.
FamilyRTX 3080 TiRTX 3090RTX 4090RTX 5090RTX A5000A40A100 80GB PCIeA100-SXM4-80GBH100 80GB HBM3RTX PRO 4500 BlackwellM4 ProM1 UltraM1 MaxM2 Pro
Stable Diffusion 3.5
all variants
Expected, untestedExpected, untestedExpected, untestedExpected, untestedExpected, untestedExpected, untestedExpected, untestedExpected, untestedExpected, untestedExpected, untestedNot offeredNot offeredNot offeredNot offered

Availability by variant

Model idAvailabilityPlatformContextWeights in memory
sd3.5-mediumAvailableNVIDIA——
sd3.5-largeAvailableNVIDIA——

“Verified” means this family ran end to end on that exact device, on a published build. Architecture membership never upgrades a device to verified.

Variants

2 checkpoints

Model idSizeModesCheckpointOn diskContextWeights in memory
sd3.5-medium2.5B—stabilityai/stable-diffusion-3.5-medium———
sd3.5-large8B—stabilityai/stable-diffusion-3.5-large———
Performance

Our figures for this build

Each table shows the GPUs a model was measured on and one figure per measure: the default mode and the most common workload. Hover a figure for its build, date, runs and range; open All figures for every mode and workload. A figure marked earlier build is our own measurement of an earlier build of the engine, shown because the computation it exercises did not change in substance; it is replaced when the package you download is measured on that GPU.

SD3.5-medium

earlier build Every figure for this model is from an earlier build; the package has not been measured yet.

GPUPer step, balanced s/stepPer step, fast s/stepPeak memory GBFinished image s
RTX 30900.3480.27616.61quality22.8balanced
RTX 40900.1690.13016.88quality14.4balanced
RTX 50900.1280.11017.11quality14.6balanced
RTX A5000—0.35416.30balanced29.3balanced
A400.3580.28916.42balanced24.8balanced
A100-SXM4-80GB———31.3balanced
H100 80GB HBM30.2190.19317.30balanced19.1balanced
RTX PRO 4500 Blackwell0.2520.21316.41balanced16.7balanced
All 101 figures for SD3.5-medium
GPUMeasureModeWorkloadValueRunsBuildDate
RTX 3090Finished imagebalanced1024x1024, 40 steps22.8 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Finished imagefast1024x1024, 40 steps23.9 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Finished imagelow-memory1024x1024, 40 steps33.1 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Finished imagequality1024x1024, 40 steps32.3 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Finished imageultrafast1024x1024, 40 steps19.4 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Per stepbalanced1024x1024, 40 steps0.348 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Per stepfast1024x1024, 40 steps0.276 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Per steplow-memory1024x1024, 40 steps0.346 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Per stepultrafast1024x1024, 40 steps0.276 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Peak memorybalanced1024x1024, 40 steps16.41 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Peak memoryfast1024x1024, 40 steps15.35 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Peak memorylow-memory1024x1024, 40 steps7.08 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Peak memoryquality1024x1024, 40 steps16.61 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Peak memoryultrafast1024x1024, 40 steps15.35 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 4090Finished imagebalanced1024x1024, 40 steps14.4 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Finished imagefast1024x1024, 40 steps17.6 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Finished imagelow-memory1024x1024, 40 steps26.4 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Finished imagequality1024x1024, 40 steps20.8 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Finished imageultrafast1024x1024, 40 steps12.9 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Per stepbalanced1024x1024, 40 steps0.169 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Per stepfast1024x1024, 40 steps0.130 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Per steplow-memory1024x1024, 40 steps0.168 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Per stepultrafast1024x1024, 40 steps0.130 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Peak memorybalanced1024x1024, 40 steps16.68 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Peak memoryfast1024x1024, 40 steps15.62 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Peak memorylow-memory1024x1024, 40 steps7.74 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Peak memoryquality1024x1024, 40 steps16.88 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Peak memoryultrafast1024x1024, 40 steps15.62 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Finished imagebalanced1024x1024, 40 steps14.6 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Finished imagefast1024x1024, 40 steps20.2 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Finished imagelow-memory1024x1024, 40 steps18.0 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Finished imagequality1024x1024, 40 steps20.2 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Finished imageultrafast1024x1024, 40 steps13.3 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Per stepbalanced1024x1024, 40 steps0.128 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Per stepfast1024x1024, 40 steps0.110 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Per steplow-memory1024x1024, 40 steps0.128 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Per stepultrafast1024x1024, 40 steps0.111 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Peak memorybalanced1024x1024, 40 steps16.92 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Peak memoryfast1024x1024, 40 steps15.86 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Peak memorylow-memory1024x1024, 40 steps7.59 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Peak memoryquality1024x1024, 40 steps17.11 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Peak memoryultrafast1024x1024, 40 steps15.86 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Finished imagebalanced1024x1024, 40 steps29.3 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Finished imagefast1024x1024, 40 steps28.0 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Finished imageultrafast1024x1024, 40 steps24.7 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Per stepfast1024x1024, 40 steps0.354 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Per stepultrafast1024x1024, 40 steps0.354 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Peak memorybalanced1024x1024, 40 steps16.30 GB5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Peak memoryfast1024x1024, 40 steps15.24 GB5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Peak memorylow-memory1024x1024, 40 steps7.36 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Peak memoryquality1024x1024, 40 steps16.50 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Peak memoryultrafast1024x1024, 40 steps15.24 GB5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Finished imagebalanced1024x1024, 40 steps24.8 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Finished imagefast1024x1024, 40 steps22.2 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Finished imagelow-memory1024x1024, 40 steps29.3 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Finished imagequality1024x1024, 40 steps35.0 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Finished imageultrafast1024x1024, 40 steps21.8 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Per stepbalanced1024x1024, 40 steps0.358 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Per stepfast1024x1024, 40 steps0.289 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Per steplow-memory1024x1024, 40 steps0.356 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Per stepquality1024x1024, 40 steps0.613 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Per stepultrafast1024x1024, 40 steps0.289 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Peak memorybalanced1024x1024, 40 steps16.42 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Peak memoryfast1024x1024, 40 steps15.35 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Peak memorylow-memory1024x1024, 40 steps7.47 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Peak memoryquality1024x1024, 40 steps16.61 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Peak memoryultrafast1024x1024, 40 steps15.35 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A100-SXM4-80GBFinished imagebalanced1024x1024, 40 steps31.3 s1earlier build SD3.5 sealed ship line (Oct 12 and 16)2026-10-12
A100-SXM4-80GBFinished imagefast1024x1024, 40 steps30.7 s1earlier build SD3.5 sealed ship line (Oct 12 and 16)2026-10-12
A100-SXM4-80GBFinished imagequality1024x1024, 40 steps62.8 s1earlier build SD3.5 sealed ship line (Oct 12 and 16)2026-10-12
A100-SXM4-80GBFinished imageultrafast1024x1024, 40 steps29.5 s1earlier build SD3.5 sealed ship line (Oct 12 and 16)2026-10-12
H100 80GB HBM3Finished imagebalanced1024x1024, 40 steps19.1 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Finished imagefast1024x1024, 40 steps17.5 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Finished imagelow-memory1024x1024, 40 steps23.8 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Finished imagequality1024x1024, 40 steps24.6 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Finished imageultrafast1024x1024, 40 steps17.7 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Per stepbalanced1024x1024, 40 steps0.219 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Per stepfast1024x1024, 40 steps0.193 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Per steplow-memory1024x1024, 40 steps0.218 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Per stepquality1024x1024, 40 steps0.362 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Per stepultrafast1024x1024, 40 steps0.193 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Peak memorybalanced1024x1024, 40 steps17.30 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Peak memoryfast1024x1024, 40 steps15.76 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Peak memorylow-memory1024x1024, 40 steps7.48 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Peak memoryquality1024x1024, 40 steps17.02 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Peak memoryultrafast1024x1024, 40 steps15.76 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellFinished imagebalanced1024x1024, 40 steps16.7 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellFinished imagefast1024x1024, 40 steps15.2 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellFinished imagelow-memory1024x1024, 40 steps26.9 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellFinished imagequality1024x1024, 40 steps23.7 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellFinished imageultrafast1024x1024, 40 steps15.0 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPer stepbalanced1024x1024, 40 steps0.252 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPer stepfast1024x1024, 40 steps0.213 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPer steplow-memory1024x1024, 40 steps0.250 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPer stepquality1024x1024, 40 steps0.426 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPer stepultrafast1024x1024, 40 steps0.213 s/step5earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPeak memorybalanced1024x1024, 40 steps16.41 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPeak memoryfast1024x1024, 40 steps15.34 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPeak memorylow-memory1024x1024, 40 steps7.07 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPeak memoryquality1024x1024, 40 steps16.60 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPeak memoryultrafast1024x1024, 40 steps15.34 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03

Powered by Stability AI.

SD3.5-large

earlier build Every figure for this model is from an earlier build; the package has not been measured yet.

GPUPer step, balanced s/stepPer step, fast s/stepPeak memory GBFinished image s
RTX 30900.8310.55813.78balanced49.0balanced
RTX 40900.4230.27013.92balanced31.1balanced
RTX 50900.3120.23114.03quality30.2balanced
RTX A50001.1460.74513.72balanced68.3balanced
A400.8650.59013.78balanced55.5balanced
A100 80GB PCIe—0.489—54.8balanced
H100 80GB HBM30.5050.42213.98balanced38.9balanced
RTX PRO 4500 Blackwell0.6050.46913.78balanced36.7balanced
All 104 figures for SD3.5-large
GPUMeasureModeWorkloadValueRunsBuildDate
RTX 3090Finished imagebalanced1024x1024, 40 steps49.0 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Finished imagefast1024x1024, 40 steps38.4 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Finished imagelow-memory1024x1024, 40 steps60.0 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Finished imagequality1024x1024, 40 steps76.7 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Finished imageultrafast1024x1024, 40 steps38.0 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Per stepbalanced1024x1024, 40 steps0.831 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Per stepfast1024x1024, 40 steps0.558 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Per steplow-memory1024x1024, 40 steps0.828 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Per stepquality1024x1024, 40 steps1.512 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Per stepultrafast1024x1024, 40 steps0.559 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Peak memorybalanced1024x1024, 40 steps13.78 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Peak memoryfast1024x1024, 40 steps13.78 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Peak memorylow-memory1024x1024, 40 steps10.66 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Peak memoryquality1024x1024, 40 steps13.78 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 3090Peak memoryultrafast1024x1024, 40 steps13.78 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-14
RTX 4090Finished imagebalanced1024x1024, 40 steps31.1 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Finished imagefast1024x1024, 40 steps25.2 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Finished imagelow-memory1024x1024, 40 steps41.5 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Finished imagequality1024x1024, 40 steps49.0 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Finished imageultrafast1024x1024, 40 steps24.8 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Per stepbalanced1024x1024, 40 steps0.423 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Per stepfast1024x1024, 40 steps0.270 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Per steplow-memory1024x1024, 40 steps0.418 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Per stepquality1024x1024, 40 steps0.873 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Per stepultrafast1024x1024, 40 steps0.270 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Peak memorybalanced1024x1024, 40 steps13.92 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Peak memoryfast1024x1024, 40 steps13.92 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Peak memorylow-memory1024x1024, 40 steps10.80 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Peak memoryquality1024x1024, 40 steps13.92 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 4090Peak memoryultrafast1024x1024, 40 steps13.92 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Finished imagebalanced1024x1024, 40 steps30.2 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Finished imagefast1024x1024, 40 steps27.3 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Finished imagelow-memory1024x1024, 40 steps33.9 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Finished imagequality1024x1024, 40 steps44.6 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Finished imageultrafast1024x1024, 40 steps27.3 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Per stepbalanced1024x1024, 40 steps0.312 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Per stepfast1024x1024, 40 steps0.231 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Per steplow-memory1024x1024, 40 steps0.312 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Per stepultrafast1024x1024, 40 steps0.231 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Peak memorybalanced1024x1024, 40 steps14.03 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Peak memoryfast1024x1024, 40 steps14.03 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Peak memorylow-memory1024x1024, 40 steps10.92 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Peak memoryquality1024x1024, 40 steps14.03 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX 5090Peak memoryultrafast1024x1024, 40 steps14.03 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Finished imagebalanced1024x1024, 40 steps68.3 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Finished imagefast1024x1024, 40 steps50.6 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Finished imagelow-memory1024x1024, 40 steps71.6 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Finished imagequality1024x1024, 40 steps106.9 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Finished imageultrafast1024x1024, 40 steps52.0 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Per stepbalanced1024x1024, 40 steps1.146 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Per stepfast1024x1024, 40 steps0.745 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Per steplow-memory1024x1024, 40 steps1.141 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Per stepquality1024x1024, 40 steps2.121 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Per stepultrafast1024x1024, 40 steps0.743 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Peak memorybalanced1024x1024, 40 steps13.72 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Peak memoryfast1024x1024, 40 steps13.72 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Peak memorylow-memory1024x1024, 40 steps10.61 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Peak memoryquality1024x1024, 40 steps13.72 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX A5000Peak memoryultrafast1024x1024, 40 steps13.72 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Finished imagebalanced1024x1024, 40 steps55.5 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Finished imagefast1024x1024, 40 steps45.2 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Finished imagelow-memory1024x1024, 40 steps60.7 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Finished imagequality1024x1024, 40 steps88.0 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Finished imageultrafast1024x1024, 40 steps45.0 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Per stepbalanced1024x1024, 40 steps0.865 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Per stepfast1024x1024, 40 steps0.590 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Per steplow-memory1024x1024, 40 steps0.863 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Per stepquality1024x1024, 40 steps1.679 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Per stepultrafast1024x1024, 40 steps0.589 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Peak memorybalanced1024x1024, 40 steps13.78 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Peak memoryfast1024x1024, 40 steps13.78 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Peak memorylow-memory1024x1024, 40 steps10.66 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Peak memoryquality1024x1024, 40 steps13.78 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A40Peak memoryultrafast1024x1024, 40 steps13.78 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
A100 80GB PCIeFinished imagebalanced1024x1024, 40 steps54.8 s1earlier build SD3.5 sealed ship line (Oct 12 and 16)2026-10-12
A100 80GB PCIeFinished imagefast1024x1024, 40 steps48.6 s1earlier build SD3.5 sealed ship line (Oct 12 and 16)2026-10-12
A100 80GB PCIeFinished imageultrafast1024x1024, 40 steps45.9 s1earlier build SD3.5 sealed ship line (Oct 12 and 16)2026-10-12
A100 80GB PCIePer stepfast1024x1024, 40 steps0.489 s/step2earlier build SD3.5 sealed ship line (Oct 12 and 16)2026-10-16
A100 80GB PCIePer stepultrafast1024x1024, 40 steps0.496 s/step2earlier build SD3.5 sealed ship line (Oct 12 and 16)2026-10-16
H100 80GB HBM3Finished imagebalanced1024x1024, 40 steps38.9 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Finished imagefast1024x1024, 40 steps36.0 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Finished imagelow-memory1024x1024, 40 steps44.0 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Finished imagequality1024x1024, 40 steps56.4 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Finished imageultrafast1024x1024, 40 steps35.3 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Per stepbalanced1024x1024, 40 steps0.505 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Per stepfast1024x1024, 40 steps0.422 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Per steplow-memory1024x1024, 40 steps0.504 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Per stepquality1024x1024, 40 steps0.929 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Per stepultrafast1024x1024, 40 steps0.422 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Peak memorybalanced1024x1024, 40 steps13.98 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Peak memoryfast1024x1024, 40 steps13.98 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Peak memorylow-memory1024x1024, 40 steps10.87 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Peak memoryquality1024x1024, 40 steps13.98 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
H100 80GB HBM3Peak memoryultrafast1024x1024, 40 steps13.98 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellFinished imagebalanced1024x1024, 40 steps36.7 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellFinished imagelow-memory1024x1024, 40 steps44.8 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellFinished imagequality1024x1024, 40 steps60.5 s1earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPer stepbalanced1024x1024, 40 steps0.605 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPer stepfast1024x1024, 40 steps0.469 s/step2earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPer steplow-memory1024x1024, 40 steps0.602 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPer stepquality1024x1024, 40 steps1.194 s/step3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPeak memorybalanced1024x1024, 40 steps13.78 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPeak memorylow-memory1024x1024, 40 steps10.66 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03
RTX PRO 4500 BlackwellPeak memoryquality1024x1024, 40 steps13.78 GB3earlier build SD3.5 sweep build (Oct 3 and 14)2026-10-03

Powered by Stability AI.

Measurement conditions

Dedicated single-GPU cloud host; one clean cold render, load+denoise end to end. Dedicated single-GPU cloud host; peak device memory in use during the render. Dedicated single-GPU cloud host; per-step median of the denoise loop; board power as recorded in the sweep. NVIDIA A100 80GB PCIe (81920 MiB, sm_80); power 300 W, uncapped; driver 595.91.07 / 580.126.20 / 580.159.03 (varies by pod); dedicated single-GPU cloud host; no quiet gate. Each run is a single render on a separate pod (pod-to-pod spread about 2%). NVIDIA A100 80GB PCIe (81920 MiB, sm_80); power 300 W, uncapped; driver 595.91.07; dedicated single-GPU cloud host; no quiet gate. NVIDIA A100-SXM4-80GB (81920 MiB, sm_80); power 400 W, uncapped; driver 580.159.03; dedicated single-GPU cloud host; no quiet gate. NVIDIA GeForce RTX 3090 (24 GB, sm_86); power 350 W, uncapped; driver 580.126.20; dedicated single-GPU cloud host; no quiet gate. NVIDIA GeForce RTX 4090 (24 GB, sm_89); power 450 W, uncapped; driver 580.159.04; dedicated single-GPU cloud host; no quiet gate. NVIDIA GeForce RTX 5090 (32 GB, sm_120); power 575 W, uncapped; driver 590.48.01; dedicated single-GPU cloud host; no quiet gate. NVIDIA RTX A5000 (24 GB); 230 W, uncapped; driver 580.159.04; dedicated single-GPU cloud host; no quiet gate.

Outputs

Rendered by the engine.

Each image carries the settings it was made with.

Flooded rice terraces at dawn, young seedlings in rows breaking a mirror of water, mist filling the valley behind.
Rice terraces at dawnSD3.5-large
How this was made
Model
SD3.5-large
Steps
60
Guidance
3.5
Resolution
1408x768, shown at 1024x559
Hardware
NVIDIA RTX 3090
Engine
Veizik for NVIDIA, development build (linux x86_64)
Rendered
2026-09-30

Rendered with a development build; the exact command was not recorded for this sample.

An autumn gorge in low sun, moss-covered boulders and fallen leaves along a braided green river.
Autumn gorgeSD3.5-large
How this was made
Model
SD3.5-large
Steps
60
Guidance
3.5
Resolution
1408x768, shown at 1024x559
Hardware
NVIDIA RTX 3090
Engine
Veizik for NVIDIA, development build (linux x86_64)
Rendered
2026-09-30

Rendered with a development build; the exact command was not recorded for this sample.

An alpine meadow of lupine and paintbrush under torn cloud, a stream threading toward a snow-streaked ridge.
Alpine meadowSD3.5-large
How this was made
Model
SD3.5-large
Steps
60
Guidance
3.5
Resolution
1408x768, shown at 1024x559
Hardware
NVIDIA RTX 3090
Engine
Veizik for NVIDIA, development build (linux x86_64)
Rendered
2026-09-30

Rendered with a development build; the exact command was not recorded for this sample.

A desert canyon at golden hour, cross-bedded sandstone walls above a dry wash of pale cobbles.
Desert canyonSD3.5-large
How this was made
Model
SD3.5-large
Steps
60
Guidance
3.5
Resolution
1408x768, shown at 1024x559
Hardware
NVIDIA RTX 3090
Engine
Veizik for NVIDIA, development build (linux x86_64)
Rendered
2026-09-30

Rendered with a development build; the exact command was not recorded for this sample.

A lone snow leopard on a windswept Himalayan ridge at golden dawn, breath misting in the cold air, dramatic cinematic light.
Snow leopard at dawnSD3.5-medium
How this was made
Model
SD3.5-medium
Steps
40
Guidance
4.5
Resolution
1024x1024
Hardware
NVIDIA RTX 3090
Engine
Veizik for NVIDIA, development build (linux x86_64)
Rendered
2026-11-01

Rendered with a development build; the exact command was not recorded for this sample.

A falcon banking against a clear sky, every feather distinct, photorealistic detail.
Falcon bankingSD3.5-medium
How this was made
Model
SD3.5-medium
Steps
40
Guidance
4.5
Resolution
1024x1024
Hardware
NVIDIA RTX 3090
Engine
Veizik for NVIDIA, development build (linux x86_64)
Rendered
2026-11-01

Rendered with a development build; the exact command was not recorded for this sample.

A serene alpine lake at dawn, mist over glassy water with pine forest and snow-capped peaks — AI-generated with SD3.5-large on veizik (NVIDIA RTX 3090).
A serene alpine lake at dawn, mist over glassy water with pine forest and snow-capped peaks — AI-generated with SD3.5-large on veizik (NVIDIA RTX 3090).SD3.5-large
How this was made
Model
SD3.5-large
Resolution
1024x1024
Seed
1001
Hardware
NVIDIA GeForce RTX 3090
Engine
Veizik for NVIDIA · SD3.5 1.0.0 (shipped)
Rendered
2026-11-07

Rendered with a development build; the exact command was not recorded for this sample.

A futuristic city skyline at dusk with neon reflections on rain-wet streets — AI-generated with SD3.5-medium on veizik (NVIDIA RTX 3090).
A futuristic city skyline at dusk with neon reflections on rain-wet streets — AI-generated with SD3.5-medium on veizik (NVIDIA RTX 3090).SD3.5-medium
How this was made
Model
SD3.5-medium
Resolution
1024x1024
Seed
1002
Hardware
NVIDIA GeForce RTX 3090
Engine
Veizik for NVIDIA · SD3.5 1.0.0 (shipped)
Rendered
2026-11-07

Rendered with a development build; the exact command was not recorded for this sample.

A macro photograph of a dew-covered spider web at sunrise with creamy bokeh — AI-generated with SD3.5-large on veizik (NVIDIA RTX 3090).
A macro photograph of a dew-covered spider web at sunrise with creamy bokeh — AI-generated with SD3.5-large on veizik (NVIDIA RTX 3090).SD3.5-large
How this was made
Model
SD3.5-large
Resolution
1024x1024
Seed
1003
Hardware
NVIDIA GeForce RTX 3090
Engine
Veizik for NVIDIA · SD3.5 1.0.0 (shipped)
Rendered
2026-11-07

Rendered with a development build; the exact command was not recorded for this sample.

A cozy cabin in a golden birch forest with warm glowing windows and falling leaves — AI-generated with SD3.5-large on veizik (NVIDIA RTX 3090).
A cozy cabin in a golden birch forest with warm glowing windows and falling leaves — AI-generated with SD3.5-large on veizik (NVIDIA RTX 3090).SD3.5-large
How this was made
Model
SD3.5-large
Resolution
1024x1024
Seed
1005
Hardware
NVIDIA GeForce RTX 3090
Engine
Veizik for NVIDIA · SD3.5 1.0.0 (shipped)
Rendered
2026-11-07

Rendered with a development build; the exact command was not recorded for this sample.

A vibrant coral reef with tropical fish and sun rays through turquoise water — AI-generated with SD3.5-medium on veizik (NVIDIA RTX 3090).
A vibrant coral reef with tropical fish and sun rays through turquoise water — AI-generated with SD3.5-medium on veizik (NVIDIA RTX 3090).SD3.5-medium
How this was made
Model
SD3.5-medium
Resolution
1024x1024
Seed
1006
Hardware
NVIDIA GeForce RTX 3090
Engine
Veizik for NVIDIA · SD3.5 1.0.0 (shipped)
Rendered
2026-11-07

Rendered with a development build; the exact command was not recorded for this sample.

A lone lighthouse on a rocky cliff in a dramatic storm with a shaft of light through moody clouds — AI-generated with SD3.5-large on veizik (NVIDIA RTX 3090).
A lone lighthouse on a rocky cliff in a dramatic storm with a shaft of light through moody clouds — AI-generated with SD3.5-large on veizik (NVIDIA RTX 3090).SD3.5-large
How this was made
Model
SD3.5-large
Resolution
1024x1024
Seed
1007
Hardware
NVIDIA GeForce RTX 3090
Engine
Veizik for NVIDIA · SD3.5 1.0.0 (shipped)
Rendered
2026-11-07

Rendered with a development build; the exact command was not recorded for this sample.

A compact graphite computer enclosure in a dark room, lit by a single thin light line along one edge.
A compact graphite computer enclosure in a dark room, lit by a single thin light line along one edge.SD3.5-medium
How this was made
Model
SD3.5-medium
Steps
40
Guidance
4.5
Resolution
1024x1024
Hardware
NVIDIA RTX 3090
Engine
Veizik for NVIDIA, development build (linux x86_64)
Rendered
2026-09-24

Rendered with a development build; the exact command was not recorded for this sample.

A dark corridor of matte black panels with one narrow light seam running into the distance.
A dark corridor of matte black panels with one narrow light seam running into the distance.SD3.5-medium
How this was made
Model
SD3.5-medium
Steps
40
Guidance
4.5
Resolution
1024x1024, cropped to 1024x448
Hardware
NVIDIA RTX 3090
Engine
Veizik for NVIDIA, development build (linux x86_64)
Rendered
2026-09-24

Rendered with a development build; the exact command was not recorded for this sample.

Drawn by the engine; shown as what it draws, not as a benchmark. Hover or focus an image for its settings. Powered by Stability AI.

Licence

Weights and terms

Commercial use is allowed below USD $1,000,000 annual revenue; above that an Enterprise Licence is required. The licence also requires a "Powered by Stability AI" notice wherever its output is shown. Veizik neither redistributes nor relicenses the weights.

Stable Diffusion 3.5: Powered by Stability AI

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