this post was submitted on 06 Mar 2026
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Game Development

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Hi everyone,

Recently I’ve been experimenting with different image-to-video and AI video generation tools, and I kept running into the same issue: it’s actually pretty hard to quickly test rendering speed, performance stability, and output consistency across different setups.

So I built a small free tool to help with that. It’s mainly designed to run simple performance tests and see how different models or configurations behave under load.

The site is here: https://volume-shader.net/

Right now it’s pretty minimal, but it lets you run quick tests and compare how different image-to-video pipelines perform. I originally built it just for my own workflow, but figured it might be useful for others who are experimenting with AI video generation or rendering pipelines.

If anyone here works with AI video tools, diffusion models, or rendering setups, I’d really appreciate any feedback on what kind of metrics or tests would actually be helpful. I’m thinking about adding things like:

frame generation benchmarks

latency comparison

GPU utilization tracking

batch rendering tests

Totally open to suggestions. If you try it and something feels confusing or missing, let me know and I’ll improve it.

Thanks!

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