different deal.
Quality varies widely.
The same GPU from two providers can differ a lot in reliability, networking and support. So teams overpay for a big name.
One partner to find the right GPUs, hold providers to their promises, and keep your product online when they fall short.
You commit real money to a provider you can’t fully see into. When they fall short, your product is the one that goes down.
The same GPU from two providers can differ a lot in reliability, networking and support. So teams overpay for a big name.
At 256 GPUs, expect a hardware interruption about once a week. Meta saw 466 in 54 days across 16,384 GPUs.
When your inference provider goes down, your customers go down. And downtime credits are hard to claim without proof.
From the first quote to the backup plan, SUPIT works on your side of every compute deal. You build the model. We handle the rest.
Compare providers on expert ratings and real deal data, filtered by GPU, budget, term and deposit.
A 1–2 day test of every GPU, the network and basic security. “Delivered” means the cluster passed.
We track latency, throughput and errors. If a provider fails, traffic moves to your backup automatically.
Every incident is logged and signed. Credits come out of the 10% you hold back from each bill.
GPU providers can’t pay for a better ranking, and we don’t resell capacity.
Every test and every incident adds to an independent record of how providers really perform, so every deal makes the next one smarter.
Book a 30-minute product demo. Design-partner pilots are free while we build.