Available
A downloadable build on offer includes this device’s architecture. Read from the release registry; it does not say the model was run on this device.
Releases →Choose your hardware to see available models, measured results and requirements.
Search by name, or start from a platform. Each card keeps availability, architecture support, verification and measured results apart.
Ampere · Ada Lovelace · Hopper · Blackwell · 10 devices
Linux on x86-64 · CUDA
M1 · M2 · M4 · 4 devices
macOS on Apple Silicon (arm64) · Metal
Raspberry Pi · Jetson · Android · 5 devices
Arm CPU, NPU and edge GPU
Showing all 19 devices.
Not on the list means untested: no claim is made for hardware we have not run. Clear the filters, or check your hardware against the architectures above.
12 GB memory
24 GB memory
24 GB memory
48 GB memory
80 GB memory
80 GB memory
24 GB memory
80 GB memory
32 GB memory
32 GB memory
Unified memory · configuration not recorded
Unified memory · configuration not recorded
Unified memory · configuration not recorded
Unified memory · configuration not recorded
Single-board computersRaspberry Pi and other boards: CPU and NPU, no desktop GPU.
Broadcom BCM2712 · 4× Cortex-A76 · 8 GB
CPU-NEON · Hailo-8 NPU (optional)
Broadcom BCM2710A1 · 4× Cortex-A53 · 512 MB
CPU-NEON
NVIDIA JetsonEdge GPU module for real-time control policies.
Android phonesOn-device AI on Samsung Exynos phones.
Edge boards and phones are not release-registry targets yet, so no availability or result count is shown for them here: the state on each card is the one the Edge page states, and the on-device measurements are on the Edge page.
Registry data as of 2026-11-14. Cards count model families, not variants. Memory is the vendor-listed capacity of the SKU; whether a model fits depends on its measured peak plus a reserve, not on the size of its weights.
Choose a device for its model list: what is on offer, what has been run on it, and how many results exist.
Choose a device to see its model list, with availability, architecture support and measured results in separate columns.
On NVIDIA GeForce RTX 3080 Ti (sm_86): 5 model families with a build on offer, 0 verified on this exact device, 3 more architecture-supported. 0 measured results on published builds (plus 20 from earlier builds, counted apart).
| Model family | Availability | Evidence on this device | Measured here |
|---|---|---|---|
| FLUX.1 Image | ○Expected, untested Expected, untested | Not measured | |
| Stable Diffusion 3.5 Image | ○Expected, untested Expected, untested | Not measured | |
| Wan 2.1 · Wan 2.2 Video | ◐Architecture-supported Architecture-supported | Not measured | |
| Qwen3.5 Language | ◐Architecture-supported Architecture-supported | Not measured | |
| Qwen3.6 Language | ◐Architecture-supported Architecture-supported | Not measured |
On GeForce RTX 3090 (sm_86): 5 model families with a build on offer, 3 verified on this exact device, 0 more architecture-supported. 70 measured results on published builds (plus 45 from earlier builds, counted apart).
| Model family | Availability | Evidence on this device | Measured here |
|---|---|---|---|
| FLUX.1 Image | ○Expected, untested Expected, untested | Not measured | |
| Stable Diffusion 3.5 Image | ○Expected, untested Expected, untested | Not measured | |
| Wan 2.1 · Wan 2.2 Video | ●Verified Verified | Not measured | |
| Qwen3.5 Language | ●Verified Verified | 56 results | |
| Qwen3.6 Language | ●Verified Verified | 14 results |
On NVIDIA RTX A5000 (sm_86): 5 model families with a build on offer, 1 verified on this exact device, 2 more architecture-supported. 44 measured results on published builds (plus 25 from earlier builds, counted apart).
| Model family | Availability | Evidence on this device | Measured here |
|---|---|---|---|
| FLUX.1 Image | ○Expected, untested Expected, untested | Not measured | |
| Stable Diffusion 3.5 Image | ○Expected, untested Expected, untested | Not measured | |
| Wan 2.1 · Wan 2.2 Video | ◐Architecture-supported Architecture-supported | Not measured | |
| Qwen3.5 Language | ●Verified Verified | 44 results | |
| Qwen3.6 Language | ◐Architecture-supported Architecture-supported | Not measured |
On NVIDIA A40 (sm_86): 5 model families with a build on offer, 0 verified on this exact device, 3 more architecture-supported. 0 measured results on published builds (plus 30 from earlier builds, counted apart).
| Model family | Availability | Evidence on this device | Measured here |
|---|---|---|---|
| FLUX.1 Image | ○Expected, untested Expected, untested | Not measured | |
| Stable Diffusion 3.5 Image | ○Expected, untested Expected, untested | Not measured | |
| Wan 2.1 · Wan 2.2 Video | ◐Architecture-supported Architecture-supported | Not measured | |
| Qwen3.5 Language | ◐Architecture-supported Architecture-supported | Not measured | |
| Qwen3.6 Language | ◐Architecture-supported Architecture-supported | Not measured |
On NVIDIA A100 80GB PCIe (sm_80): 5 model families with a build on offer, 0 verified on this exact device, 0 more architecture-supported. 0 measured results on published builds (plus 5 from earlier builds, counted apart).
| Model family | Availability | Evidence on this device | Measured here |
|---|---|---|---|
| FLUX.1 Image | ○Expected, untested Expected, untested | Not measured | |
| Stable Diffusion 3.5 Image | ○Expected, untested Expected, untested | Not measured | |
| Wan 2.1 · Wan 2.2 Video | ○Expected, untested Expected, untested | Not measured | |
| Qwen3.5 Language | ○Expected, untested Expected, untested | Not measured | |
| Qwen3.6 Language | ○Expected, untested Expected, untested | Not measured |
On NVIDIA A100-SXM4-80GB (sm_80): 5 model families with a build on offer, 0 verified on this exact device, 0 more architecture-supported. 0 measured results on published builds (plus 14 from earlier builds, counted apart).
| Model family | Availability | Evidence on this device | Measured here |
|---|---|---|---|
| FLUX.1 Image | ○Expected, untested Expected, untested | Not measured | |
| Stable Diffusion 3.5 Image | ○Expected, untested Expected, untested | Not measured | |
| Wan 2.1 · Wan 2.2 Video | ○Expected, untested Expected, untested | Not measured | |
| Qwen3.5 Language | ○Expected, untested Expected, untested | Not measured | |
| Qwen3.6 Language | ○Expected, untested Expected, untested | Not measured |
On NVIDIA GeForce RTX 4090 (sm_89): 5 model families with a build on offer, 2 verified on this exact device, 0 more architecture-supported. 44 measured results on published builds (plus 49 from earlier builds, counted apart).
| Model family | Availability | Evidence on this device | Measured here |
|---|---|---|---|
| FLUX.1 Image | ○Expected, untested Expected, untested | Not measured | |
| Stable Diffusion 3.5 Image | ○Expected, untested Expected, untested | Not measured | |
| Wan 2.1 · Wan 2.2 Video | ○Expected, untested Expected, untested | Not measured | |
| Qwen3.5 Language | ●Verified Verified | 44 results | |
| Qwen3.6 Language | ●Verified Verified | Not measured |
On NVIDIA H100 80GB HBM3 (sm_90): 5 model families with a build on offer, 0 verified on this exact device, 0 more architecture-supported. 0 measured results on published builds (plus 42 from earlier builds, counted apart).
| Model family | Availability | Evidence on this device | Measured here |
|---|---|---|---|
| FLUX.1 Image | ○Expected, untested Expected, untested | Not measured | |
| Stable Diffusion 3.5 Image | ○Expected, untested Expected, untested | Not measured | |
| Wan 2.1 · Wan 2.2 Video | ○Expected, untested Expected, untested | Not measured | |
| Qwen3.5 Language | ○Expected, untested Expected, untested | Not measured | |
| Qwen3.6 Language | ○Expected, untested Expected, untested | Not measured |
On NVIDIA GeForce RTX 5090 (sm_120): 5 model families with a build on offer, 2 verified on this exact device, 0 more architecture-supported. 52 measured results on published builds (plus 34 from earlier builds, counted apart).
| Model family | Availability | Evidence on this device | Measured here |
|---|---|---|---|
| FLUX.1 Image | ○Expected, untested Expected, untested | Not measured | |
| Stable Diffusion 3.5 Image | ○Expected, untested Expected, untested | Not measured | |
| Wan 2.1 · Wan 2.2 Video | ○Expected, untested Expected, untested | Not measured | |
| Qwen3.5 Language | ●Verified Verified | 44 results | |
| Qwen3.6 Language | ●Verified Verified | 8 results |
On NVIDIA RTX PRO 4500 Blackwell (sm_120): 5 model families with a build on offer, 0 verified on this exact device, 2 more architecture-supported. 0 measured results on published builds (plus 25 from earlier builds, counted apart).
| Model family | Availability | Evidence on this device | Measured here |
|---|---|---|---|
| FLUX.1 Image | ○Expected, untested Expected, untested | Not measured | |
| Stable Diffusion 3.5 Image | ○Expected, untested Expected, untested | Not measured | |
| Wan 2.1 · Wan 2.2 Video | ○Expected, untested Expected, untested | Not measured | |
| Qwen3.5 Language | ◐Architecture-supported Architecture-supported | Not measured | |
| Qwen3.6 Language | ◐Architecture-supported Architecture-supported | Not measured |
On Apple M1 Ultra (M1): 2 model families with a build on offer, 2 verified on this exact device, 0 more architecture-supported. 102 measured results on published builds.
On Apple M1 Max (M1): 2 model families with a build on offer, 2 verified on this exact device, 0 more architecture-supported. 56 measured results on published builds.
On Apple M2 Pro (M2): 2 model families with a build on offer, 2 verified on this exact device, 0 more architecture-supported. 96 measured results on published builds.
On Apple M4 Pro (M4): 2 model families with a build on offer, 2 verified on this exact device, 0 more architecture-supported. 50 measured results on published builds.
Raspberry Pi 5 (Broadcom BCM2712 · 4× Cortex-A76 · 8 GB): 7 model families catalogued for this platform. Edge builds are not in the release registry, so availability and results are stated on the Edge page, not counted here.
| Model family | Catalogue status | Evidence on this device |
|---|---|---|
| Stable Diffusion 1.5 Image | Available | Per-board evidence is on the Edge page |
| SDXS Image | Available | Per-board evidence is on the Edge page |
| SmolLM2 Language | Available | Per-board evidence is on the Edge page |
| GPT-2 Language | Available | Per-board evidence is on the Edge page |
| LFM2.5 Language | Available | Per-board evidence is on the Edge page |
| SANA Image | Coming | Per-board evidence is on the Edge page |
| AnimateDiff-Lightning Video | Available | Per-board evidence is on the Edge page |
Raspberry Pi Zero 2 W (Broadcom BCM2710A1 · 4× Cortex-A53 · 512 MB): 7 model families catalogued for this platform. Edge builds are not in the release registry, so availability and results are stated on the Edge page, not counted here.
| Model family | Catalogue status | Evidence on this device |
|---|---|---|
| Stable Diffusion 1.5 Image | Available | Per-board evidence is on the Edge page |
| SDXS Image | Available | Per-board evidence is on the Edge page |
| SmolLM2 Language | Available | Per-board evidence is on the Edge page |
| GPT-2 Language | Available | Per-board evidence is on the Edge page |
| LFM2.5 Language | Available | Per-board evidence is on the Edge page |
| SANA Image | Coming | Per-board evidence is on the Edge page |
| AnimateDiff-Lightning Video | Available | Per-board evidence is on the Edge page |
NVIDIA Jetson AGX Orin (12-core Arm · Ampere CUDA GPU · 64 GB): 4 model families catalogued for this platform. Edge builds are not in the release registry, so availability and results are stated on the Edge page, not counted here.
| Model family | Catalogue status | Evidence on this device |
|---|---|---|
| SAC · Humanoid (Jetson) Control | Coming | Per-board evidence is on the Edge page |
| SAC · Ant (Jetson) Control | Coming | Per-board evidence is on the Edge page |
| TD3 · BipedalWalker (Jetson) Control | Coming | Per-board evidence is on the Edge page |
| TD3 · HalfCheetah (Jetson) Control | Coming | Per-board evidence is on the Edge page |
Samsung Galaxy S26 (Samsung Exynos 2600): 4 model families catalogued for this platform. Edge builds are not in the release registry, so availability and results are stated on the Edge page, not counted here.
| Model family | Catalogue status | Evidence on this device |
|---|---|---|
| SAC · Pendulum Control | Available | Per-board evidence is on the Edge page |
| TD3 · BipedalWalker Control | Available | Per-board evidence is on the Edge page |
| SAC · Humanoid Control | Available | Per-board evidence is on the Edge page |
| TD3 · HalfCheetah Control | Available | Per-board evidence is on the Edge page |
Samsung Galaxy Note10 (Samsung Exynos 9825): 4 model families catalogued for this platform. Edge builds are not in the release registry, so availability and results are stated on the Edge page, not counted here.
| Model family | Catalogue status | Evidence on this device |
|---|---|---|
| SAC · Pendulum Control | Available | Per-board evidence is on the Edge page |
| TD3 · BipedalWalker Control | Available | Per-board evidence is on the Edge page |
| SAC · Humanoid Control | Available | Per-board evidence is on the Edge page |
| TD3 · HalfCheetah Control | Available | Per-board evidence is on the Edge page |
Stable Diffusion 3.5: Powered by Stability AI
Availability comes from the release registry, evidence from first-hand runs, results from our own measurements. One never stands in for another.
A downloadable build on offer includes this device’s architecture. Read from the release registry; it does not say the model was run on this device.
Releases →Verified end to end on another device of the same architecture. For NVIDIA that means the same compute capability: a kernel set that ran on one says nothing about another.
How we verify →Run end to end on this exact device, on a published build. Not a download check and not a speed claim.
See the matrix →Our own results on this exact device with a published build, each with its model, mode, workload and run count. Earlier-build figures are counted apart.
Open benchmarks →A family listed as available can have variants that are not in the build, and a verified family does not mean every variant was measured. Memory capacity on a card is the vendor-listed figure; whether a model fits depends on its measured peak plus a reserve, never on the size of its weights alone.
The full grid for readers who want to compare devices side by side. Each cell is one device and one family.
| Device | FLUX.1 | Stable Diffusion 3.5 | Wan 2.1 · Wan 2.2 | Qwen3.5 | Qwen3.6 |
|---|---|---|---|---|---|
| Ampere | |||||
| NVIDIA GeForce RTX 3080 Ti sm_86 | ○Expected, untested | ○Expected, untested | ◐Architecture-supported | ◐Architecture-supported | ◐Architecture-supported |
| GeForce RTX 3090 sm_86 | ○Expected, untested | ○Expected, untested | ●Verified | ●Verified | ●Verified |
| NVIDIA RTX A5000 sm_86 | ○Expected, untested | ○Expected, untested | ◐Architecture-supported | ●Verified | ◐Architecture-supported |
| NVIDIA A40 sm_86 | ○Expected, untested | ○Expected, untested | ◐Architecture-supported | ◐Architecture-supported | ◐Architecture-supported |
| NVIDIA A100 80GB PCIe sm_80 | ○Expected, untested | ○Expected, untested | ○Expected, untested | ○Expected, untested | ○Expected, untested |
| NVIDIA A100-SXM4-80GB sm_80 | ○Expected, untested | ○Expected, untested | ○Expected, untested | ○Expected, untested | ○Expected, untested |
| Ada Lovelace | |||||
| NVIDIA GeForce RTX 4090 sm_89 | ○Expected, untested | ○Expected, untested | ○Expected, untested | ●Verified | ●Verified |
| Hopper | |||||
| NVIDIA H100 80GB HBM3 sm_90 | ○Expected, untested | ○Expected, untested | ○Expected, untested | ○Expected, untested | ○Expected, untested |
| Blackwell | |||||
| NVIDIA GeForce RTX 5090 sm_120 | ○Expected, untested | ○Expected, untested | ○Expected, untested | ●Verified | ●Verified |
| NVIDIA RTX PRO 4500 Blackwell sm_120 | ○Expected, untested | ○Expected, untested | ○Expected, untested | ◐Architecture-supported | ◐Architecture-supported |
| Device | Qwen2.5 | Qwen3 |
|---|---|---|
| M1 | ||
| Apple M1 Ultra M1 | ●Verified | ●Verified |
| Apple M1 Max M1 | ●Verified | ●Verified |
| M2 | ||
| Apple M2 Pro M2 | ●Verified | ●Verified |
| M4 | ||
| Apple M4 Pro M4 | ●Verified | ●Verified |
Evidence and availability are separate: “Verified” never means downloadable, and “Available” never means verified on your device. Edge devices are not in this matrix because the registry holds no per-board evidence for them. Families the engine is compatible with but does not offer are in the model catalogue.
Stable Diffusion 3.5: Powered by Stability AI
Edge boards and phones. Their requirements are published with each model and on the Edge page; none are stated here until confirmed.
No bundled dependencies. The engine process is a single binary, and it links only three shared libraries: the NVIDIA driver (libcuda.so.1), the C library (libc) and the math library (libm). No CUDA runtime, no cuBLAS or cuDNN, no PyTorch and no Python — not installed, and not hidden inside the package. The package also carries a small launcher and a seal checker; those link only libc. On Apple Silicon the one dependency is Metal. You can check this yourself on the files you download, with readelf -d (or ldd) for the linked libraries, sha256sum -c against the published checksums, and the bundled seal checker.
# compare to the SHA-256 on the release page $ sha256sum veizik-<model>-<version>-linux-x86_64.tar # checks every sealed file and prints VZSEAL OK $ bin/vzseal <unpacked-folder> # lists the libraries the engine links $ readelf -d bin/<engine> | grep NEEDED
The third command prints the dependency list above straight from the binary. To reproduce the measured figures as well, follow Reproduce our benchmarks.
Not on the list means untested, and no claim is made for hardware we have not run. Check your GPU’s compute capability against the architectures above before you download.