G2

Prateek M.

Software Engineer

Mid-Market (51-1000 emp.)

10/20/2026

"Fast, Reliable Inference with a Great Dashboard and Helpful Docs"

4.5/5

What do you like best about Friendli AI?

I really like the inference speed they provide. We mainly fine-tune several models for our document extraction, so inference needs to be fast, and this platform has been reliable, quick, and works well for us. The dashboard also has a very good user interface, and the support documentation helped us get set up without spending a lot of time at the beginning. Integration with other platforms, mainly Hugging Face, was smooth as well. I also really like their AI-based inference optimizations. Review collected by and hosted on G2.com.

What do you dislike about Friendli AI?

Their pricing model isn’t very transparent, since it’s charged per endpoint and per GPU hour, so the overall cost can add up quickly. Also, the advanced settings for modifying our AI models took some time to understand and figure out. Review collected by and hosted on G2.com.

What problems is Friendli AI solving and how is that benefiting you?

The main challenge for us was finding a reliable, fast platform where we could host our AI models. Previously, we ran our models on other platforms, but they came with several issues. With this platform, any modification is quick, and it’s reliable, which helps ensure our main pipeline runs fast and consistently. It has also improved our processing time overall. Review collected by and hosted on G2.com.