We have several services running in parallel - speech recognition, AI scoring, content delivery and user

sessions. CubeAPM gives full-stack observability correlating traces, logs and metrics in one single pane.

It integrates well with our existing OpenTelemetry setup so the migration didn't require us to redo

instrumentation from scratch.

The 24/7 support is the other thing that stands out. CubeAPM engineering team is always there on our

Slack channel whenever we hit a problem. I'd say the response time is genuinely fast. Not the kind of

support you expect at this price point.

And since it runs in our own cloud, user voice data and learning data never leaves our infrastructure. That

matters for us given the kind of data we handle. Review collected by and hosted on G2.com.

CubeAPM doesn't provide any tools around LLM observability. We use ChatGPT and Gemini for our AI

tutoring features and I need to track token usage, latency per call and cost. Have to depend on another

tool to monitor our LLM calls right now. Hoping they add this at some point. Review collected by and hosted on G2.com.

CubeAPM has almost all types of monitoring like APM, Infra Monitoring and Log Management. The support is fast and the team is responsive 24-7. The dashboards are fast and intuitive. Review collected by and hosted on G2.com.

1) The frontend monitoring piece is missing. 2) It does not have a SaaS setup but only on-prem option. Review collected by and hosted on G2.com.

There are many things we like about CubeAPM. For example, it shows errors in real time, and the distributed tracing helps us pinpoint the exact issue. It’s also a very easy-to-use tool that provides a unified platform for monitoring, metrics, logs, and traces, which makes our work much easier. On top of that, it’s budget-friendly. the 1-month free POC helped us evaluate the capabilities of the platform. Also, the multi agent support eased the entire integration effort. Review collected by and hosted on G2.com.

CubeAPM doesn’t have a mobile app based APM which can do frontend monitoring. Browser monitoring is also limited. Review collected by and hosted on G2.com.

What we like best is the value we get back for the cost of the product. CubeAPM is able to service all of our application monitoring needs without data bloat and excessive cost. The support is very good, and the CubeAPM team are open to hop on to a call anytime there has been a need. Since CubeAPM supports OTEL and aggregates telemetry out of the box, adoption and integration has been relatively very quick within our organisation. The UI is also easy to navigate. Review collected by and hosted on G2.com.

We have noticed that CubeAPM goes down sometimes. While the instances have been few and far-in-between, and the CubeAPM have been quick to jump in and assist; reliability in the software is something that we would have liked. Review collected by and hosted on G2.com.

There are a lot of things that we liked about CubeAPM. For instance it provides one single pane for monitoring, APM, Logs and Infrastructure that makes our task easier. It doesn’t cost much and is substantially cheaper than other observability tools. Support of CubeAPM definitely stands out. Review collected by and hosted on G2.com.

CubeAPM has limited capability for monitoring of mobile apps. Especially iOS app. In browser monitoring session recordings could be added as well. Review collected by and hosted on G2.com.

CubeAPM gives full-stack observability correlating traces, logs and metrics in one single pane. It integrates well with a wide variety of instrumentation agents and we were on open telemetry already do the migration was easy. The 24-7 support stands out. CubeAPM engineering team is always available on slack channel to resolve our queries. Review collected by and hosted on G2.com.

For dashboarding I want to have lot of visualization options. In CubeAPM basic options are there but advanced ones like pie chart, histogram are not there yet. Review collected by and hosted on G2.com.

CubeAPM gives us end-to-end visibility across the voice pipeline telephony gateways → STT/ASR → NLU/LLM inference → TTS → CRM/webhooks. Dashboards stay fast, and we can jump from an SLO alert to the exact slow hop (e.g., model latency, vendor API, or queue lag) in seconds. AI-based smart sampling captures rich traces during campaign spikes without blowing up cost, and the managed, in-cloud deployment keeps telemetry in our VPC for compliance. Review collected by and hosted on G2.com.

I don't dislike anything but it is just that it only has monitoring capability but it doesn't have a cyber security module. Hence for cybersecurity capabilities we need to go to a different vendor. It doesn’t impact usability though. Overall experience is excellent. Review collected by and hosted on G2.com.

The best about CubeAPM is its Modern Application Performance Monitoring and observability capabilities Review collected by and hosted on G2.com.

The dislike about CubeAPM is it requires lots of learning before implementation Review collected by and hosted on G2.com.

CubeAPM makes it easy to gain comprehensive visibility into our applications, infrastructure, and logs. The dashboards load very quickly, which enhances our experience.

Additionally, we have noticed a significant decrease in costs compared to the tools we previously used, all while maintaining the same level of depth and reliability.

The migration from our old APM software to CubeAPM was hassle free due to multi agent compatibility. Review collected by and hosted on G2.com.

There is no SaaS model - it is strictly self-hosted. Review collected by and hosted on G2.com.

Predictable pricing when compared to other peers like New Relic, Signoz, Datadog. Fast support. The team responds in minutes. CubeAPM provides multi agent support where I can migrate from New Relic and other tools in few hours. Review collected by and hosted on G2.com.

The UI or the dashboards can be improved. It is self hosted but not an open source tool. Review collected by and hosted on G2.com.