G2

Nitin J.

Senior Market Research Analyst

Enterprise (> 1000 emp.)

4/29/2026

"Major Cost Savings with AWS Trainiun—Affordable Model Training"

5/5

What do you like best about AWS Trainium?

The best thing about AWS Trainiun is honesty the cist savings. We were spending so much on standard GPU instances, but switching to Trainium helped us to down down our cloud costs quiet a bit. It works really well with the framework we already use, like PyTorch, so we didn't had to struggle much with setting it up. It has made training our models way more affordable, and we can run experiments much more Review collected by and hosted on G2.com.

What do you dislike about AWS Trainium?

The documentation can be a bit confusing at times. I spent more time than I wanted just searching for specific code examples that matched my exact set-up. It definitely takes some patience and a bit of thinking to get everything configured properly Review collected by and hosted on G2.com.

What problems is AWS Trainium solving and how is that benefiting you?

Basically, the biggest issue we had is the high cost of standard GPU instances. We weren't able to train our models as often as we wanted because it was burning through our budget. Trainium solved that for us because it's just much cheaper. Now, we aren't constantly worried about the cloud bill, and we can actually afford to test new Ideas and run training jobs way faster than before. It's been a huge help dor our team's productivity and keeps our costs down. Review collected by and hosted on G2.com.