G2

Shankar Lal S.

Senior DevOps Engineer

Mid-Market (51-1000 emp.)

9/1/2026

"Phenomenal Speed for Comparing Open-Source Models via an Easy, OpenAI-Compatible API"

4/5

What do you like best about SambaCloud?

The speed at which I can run and compare multiple open-source models is phenomenal. Instead of setting up GPUs or managing infrastructure, it's very convenient and easy to access models through the API and quickly test performance for a particular use case. The OpenAI-compatible API was also convenient because it made integration with existing applications much simpler. Honestly, the value makes sense for what I'm getting, especially because it saves me from dealing with the cost and hassle of managing GPU infrastructure and lets me test different models much faster, which is useful when I'm trying to figure out what actually works for a particular use case. Review collected by and hosted on G2.com.

What do you dislike about SambaCloud?

The platform can require some trial and error when choosing the right model and the configuration for a specific use case. The documentation covers the basics well, but I had to spend way extra time to get the expected results. Review collected by and hosted on G2.com.

What problems is SambaCloud solving and how is that benefiting you?

Samba cloud solves the infrastructure and performance challenges of working with relatively larger AI models. Instead of setting up the expensive infrastructure, I can access models through the API and start testing them early. This has made experimentation faster for me, especially when comparing different models for different specific use cases. Review collected by and hosted on G2.com.