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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2026-09-09
YuE2 released with open source and weights under CC BY-NC 4.0
The YuE tool has a new release, YuE2 · frontier music generation with symbolic planning. Release date — 09.09.2026. The GitHub release describes three scenarios…
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
Cosmos3-Super-Image2Video: Video Generator — What It Does and What You Need to Run ItCosmos3-Super-Image2Video is a video generator from NVIDIA that turns a still image into a short video clip. The tool belongs to the Cosmos family and…
nano-world-model: video generator — what it does and what you need to run itnano-world-model is an open-source video generator that the authors position as a minimalist toolkit for research in the field of world models. The re…
YuE2 released with open source and weights under CC BY-NC 4.0The YuE tool has a new release, YuE2 · frontier music generation with symbolic planning. Release date — 09.09.2026. The GitHub release describes three…
Programmable World Model — a new framework for controllable video worlds with persistent stateA paper on Programmable World Model has been published on arXiv, in which the authors propose a framework for creating interactive video worlds with e…