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Re:Show HN: Deploy ML Models on a Budget by htahir111 on Monday February 01, 2021 @10:46AM (#25989637)
And what about just using BudgetML, which is free and open-source ;-) cheeky grin :-P
Re:Show HN: Deploy ML Models on a Budget by dkobran on Monday February 01, 2021 @11:29AM (#25990099)
They are just two different solutions that have pros and cons just like any two solutions :) A few that jump out:

- Setup time: Setting up GCP, setting up a certificate, adding a static IP, etc. is not seamless/adds friction

- Autoscaling and rolling updates (no downtime)

- Team management and collaborative environment with usage tracking, permissions, etc.

- Optional integration with a pipelining service for training, tuning, deploying models in a single tool

And a point of clarification: Practically speaking, neither tool is free. Both require a cloud instance so they will cost roughly the same for the end user (Gradient also supports preemptible instances).