G2

Hitesh T.

DevOps Engineer

Computer Software

Mid-Market (51-1000 emp.)

4/15/2026

"Solid APM with fast response times and honest pricing"

4.5/5

What do you like best about CubeAPM?

We run a lot of microservices. Image processing, AI inference, image delivery and API serving - all separate, and keeping an eye on all of them was getting complicated. CubeAPM helped bring that together. Traces, logs and infra in one place, and the correlation between them is what actually helps when something in the pipeline breaks.

Support is the other thing. We have a shared Slack with their team and I'd say the response time is genuinely fast. Not the usual open-a-ticket-and-wait experience.

And the migration was smoother than I expected. We were already on OpenTelemetry so most of our instrumentation just carried over. Review collected by and hosted on G2.com.

What do you dislike about CubeAPM?

GPU monitoring. We run inference workloads on GPU machines and I can't see GPU utilization inside CubeAPM, so I still have to check that elsewhere. Hoping they add this at some point. Review collected by and hosted on G2.com.

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

Less time jumping between tools when something goes wrong. That's the main thing. When our image processing API starts throwing errors or latency spikes, the on-call team can trace back to the cause a lot faster now.

Cost is also much lower than what we were paying with New Relic. Flat pricing works well for us, so as we keep adding services, the bill stays predictable. I think that alone made the switch worth it. Review collected by and hosted on G2.com.