I have been working on a small project that helps choose compatible GPUs for different models and compares pricing across cloud GPU providers.
The goal is to remove all of the trial and error before deployment.
Would really appreciate honest feedback from people running Open WebUI with local or cloud models.
I have been spending a lot of time figuring out which GPUs can actually run different models without manually checking VRAM, quantization, and pricing across providers.
So I built a small tool that recommends compatible GPUs and compares options across providers and ranks the best fit basis an algorithm we built in the backend.
It's still very early, and I will really appreciate feedback from people actually using vLLM.
What would make something like this genuinely useful in your workflow?
Built the first version of https://stratuspilot.io and would love some honest feedback from folks here.
The idea is pretty simple: help figure out whether a model will actually fit on a GPU and compare available options across providers without having to manually calculate VRAM requirements or jump between marketplaces.
Still very early and I'm trying to understand if this solves a real problem or if I'm missing the mark entirely.
If you have a couple of minutes, I would really appreciate any feedback: https://stratuspilot.io
What would make a tool like this genuinely useful in your workflow?
Built the first version of StratusPilot and would love some honest feedback from folks here.
​
The idea is pretty simple: help figure out whether a model will actually fit on a GPU and compare available options across providers without having to manually calculate VRAM requirements or jump between marketplaces.
​
Still very early and I'm trying to understand if this solves a real problem or if I'm missing the mark entirely.
​
If you have a couple of minutes, I'd appreciate any feedback: https://stratuspilot.io
​
What would make a tool like this genuinely useful in your workflow?
​
​
Built the first version of https://stratuspilot.io and would love some honest feedback from folks here.
​
The idea is pretty simple: help figure out whether a model will actually fit on a GPU and compare available options across providers without having to manually calculate VRAM requirements or jump between marketplaces.
​
Still very early and I'm trying to understand if this solves a real problem or if I'm missing the mark entirely.
​
If you have a couple of minutes, I'd really appreciate any feedback: https://stratuspilot.io
​
What would make a tool like this genuinely useful in your workflow?
​
​