We install and run the generators ourselves — from 3D models and video to sound effects. We write down how much VRAM each needs, what runs on CUDA and what works on Apple MPS and AMD ROCm, which is open source and which is a cloud subscription.
We read visitors’ search queries and write about them — ask right here.


“a clay teapot
with a faceted lid,
low-poly”


“rain on a tin roof,
distant thunder”The illustrations are AI-generated — examples of what the catalogued tools do, not their live output. Memory thresholds come from the fact sheets.
What runs locally
The whole tool database →Pick a type, a chip — CUDA, Apple MPS or AMD ROCm — and a VRAM ceiling. What remains are the models that actually start. Requirements are as described by the authors, with a source and check date for every value.
| Tool | Type | Runs | VRAM | Backends | Formats |
|---|---|---|---|---|---|
| LTX-Videoimage-to-video | Video | open source | from 1 GB * | Apple MPS | — |
| ChatTTStext-to-audio | Audio | open source | from 4 GB * | — | — |
| Zero123++ | 3D | open source | from 5 GB * | — | — |
| Stable Fast 3Dimage-to-3d | 3D | open source | from 6 GB * | CUDAApple MPS | glb |
| threestudio | 3D | open source | from 6 GB * | CUDA | obj |
| TripoSRimage-to-3d | 3D | open source | from 6 GB * | CUDA | — |
| MMAudio | Audio | open source | from 6 GB * | CUDA | — |
| FramePack | Video | open source | from 6 GB * | CUDA | — |
Showing the most accessible by VRAM threshold. Cloud services need no VRAM — they need a subscription: they are in their own list.
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2026-10-30
Microsoft Mage-VL-Cowork: a 4.7B-parameter hybrid agent for GUI and terminal
The microsoft/Mage-VL-Cowork model with the image-text-to-text task was published on HuggingFace on October 30, 2026. It is a compact vision-language model trai…
Fresh arXiv papers and model releases — briefly, with a note on what you can already run yourself.
From points to a model
This is how every 3D generator works: first a point cloud, then a surface, then materials. Click and we show it step by step. The page stays light when opened: the frames load only when you ask.
The frames load only now, not when the page opens. They are AI-generated illustrations — a real viewer will appear when our “3D from a picture” tool goes live.
Fresh generator reviews
LatestMost read
Imagination-Studio-by-keys-Wasserman: video generator — what it does and what you need to run itImagination-Studio-by-keys-Wasserman is an open-source video generator that the authors describe as an "AI film studio" for Mac on Apple Silicon and N…
Microsoft Mage-VL-Cowork: a 4.7B-parameter hybrid agent for GUI and terminalThe microsoft/Mage-VL-Cowork model with the image-text-to-text task was published on HuggingFace on October 30, 2026. It is a compact vision-language…
Imagination Studio 4.3.1: Support for Up to Four Local NVIDIA GPUs and 96 GB on MacImagination Studio 4.3.1 is out — an update to the Imagination-Studio-by-keys-Wasserman video generation tool. The release dated 10.30.2026 was publis…
Frametell 0.7.4 fixes movie export crash after renderingFrametell 0.7.4 was released on 10/29/2026. It fixes a bug that caused export to crash after a movie was created: the tool could not read the length o…