Comment by pierreseck

17 days ago

Axiomos Decide – A ROI simulator for AI infrastructure (Cloud vs. On-prem)

I’m building a tool to help teams decide if they should keep burning cash on AWS/GCP or buy their own GPU clusters.

It takes real workload parameters (tokens/sec, model size, duty cycle) and models throughput/utilization to find the break-even point. The core diagnostic is free, and I generate a board-ready PDF report for $99 to help justify the CapEx/OpEx switch to CFOs.

Building this solo from Switzerland. I’d love to hear from anyone dealing with "cloud exit" for AI or struggling with GPU cost projections.