I have started to enjoy the new UI. After many years of using the old and stacking the tabs, I have come around to the new way. A course that I did the other day also took my parse skills to the next level. Review collected by and hosted on G2.com.

Id like them to take their AI tool to the next level. Currently I ask it some questions and its less adaptable than other inbuilt AIs. Review collected by and hosted on G2.com.

What stands out to me is Sumo Logic’s real-time analytics and ease of deployment. The agent-based and API-driven ingestion makes onboarding fast, and the query language is powerful yet intuitive. The platform’s machine learning capabilities for anomaly detection are also valuable for proactive threat detection and operational visibility. Review collected by and hosted on G2.com.

While the query language is powerful, there can be a learning curve for teams coming from tools like Splunk or Elastic. Advanced queries and dashboard optimization sometimes require deeper platform familiarity. Review collected by and hosted on G2.com.

Many of the applications that we use is supported by Sumo Review collected by and hosted on G2.com.

The lengthy and complicated search scripts Review collected by and hosted on G2.com.

It’s been a very useful tool for me, especially for managing information in real time. I find it comprehensive and practical for IT teams, and it also helps a lot with resolving incidents faster. Review collected by and hosted on G2.com.

The downside is that, since it’s a cloud-based tool, it relies heavily on an internet connection. If my internet isn’t very stable, it can be frustrating to use. Review collected by and hosted on G2.com.

What I like most about Sumo Logic is the complete visibility it provides, along with how quickly it displays real-time data. For me, it works very well with microservices and integrates almost natively with AWS and Google Cloud. Review collected by and hosted on G2.com.

On the downside, I’d say the alerts take a little while to appear. So far, the notification speed isn’t as instantaneous as I expected for a tool of this caliber. Review collected by and hosted on G2.com.

What I value most about this tool is how quickly it detects errors. Before, everything felt like complete chaos; now that everything is centralized, I no longer waste so much time reviewing screens. Review collected by and hosted on G2.com.

One drawback: if retention policies aren’t configured correctly, costs can increase significantly. Therefore, it’s crucial to monitor them continuously. Review collected by and hosted on G2.com.

Easy to use and can be configured without much hassle. Review collected by and hosted on G2.com.

There is nothing specifically that I dislike about this product Review collected by and hosted on G2.com.

- Runtime calculated fields are incredible. Unlike Datadog (where calculated fields must be defined at ingestion time), Sumo Logic lets you define them on the fly. This is a massive productivity boost when you’re iterating on queries or exploring new log patterns.

- Outstanding value. Hosting my entire company’s logs cost roughly $100/month, which is shockingly affordable compared to Datadog or similar platforms.

- Easy integration with Heroku. The setup was quick and straightforward—no complex pipelines or custom agents required.

- Powerful search and flexibility. Once you get comfortable with its syntax, the query language is expressive and great for digging deep into logs. Review collected by and hosted on G2.com.

- Clunky UI. The interface feels dated and can be unintuitive to navigate, especially compared to modern tools like Datadog or Grafana Cloud.

- Alerting delays. Alerts tend to fire a bit slower than other platforms. Datadog, for example, seems to detect and trigger incidents faster in my experience.

- Limited ecosystem integration. For larger organizations, the lack of tight integration with APM and error-tracking tools can create friction—you end up context-switching across multiple dashboards to investigate an issue. Review collected by and hosted on G2.com.

I find the alerts fascinating because they’re fundamental to our security. Their speed in detecting incidents is remarkable, and they connect seamlessly with any cloud service. Review collected by and hosted on G2.com.

You need to be careful with the search filters. If you’re not precise with your queries, your bill might include some unpleasant surprises at the end of the month. That’s the downside. Review collected by and hosted on G2.com.

What I like most is its ability to aggregate logs in real time, along with how powerful its query language is. It saves me a lot of preprocessing time and makes it easier to get to the insights I need without extra setup. Review collected by and hosted on G2.com.

The biggest problem is that you’re constantly worried about what you consume. It’s a constant source of stress having to monitor your data traffic so you don’t lose control of your budget. Review collected by and hosted on G2.com.