Sumo Logic Reviews & Product Details

As a software engineer, what I like best is that Dojo AI actually reduces alert fatigue in a meaningful way. The Summary Agent gives my team a clean, readable explanation of what triggered each Insight, instead of everyone digging through 40 lines of raw log data, they get a clear summary of the key signals, scope, and context. Review collected by and hosted on G2.com.

Onboarding new data sources can still feel clunkier than it should be. We added a new SaaS tool to our stack last quarter and getting the logs flowing correctly into Sumo Logic took almost a full week of back-and-forth with documentation and support Review collected by and hosted on G2.com.

Sumo Logic's Live Tail feature is something I use almost daily, being able to stream real-time logs during a deployment means I catch anomalies within seconds instead of waiting for an alert to fire. The LogReduce clustering has genuinely cut my incident investigation time in half by automatically grouping similar error patterns Review collected by and hosted on G2.com.

The dashboard building experience is where I feel the most friction, there's no drag-and-drop panel resizing, so arranging widgets into a clean layout takes far longer than it should and becomes a real time sink when you're iterating quickly during an incident review Review collected by and hosted on G2.com.

As a solution architect, what impressed me most was MoBot. Having an AI-guided assistant that helps you navigate observability and security workflows, write queries, and even refine them with suggestions and nice UI experience, That's a game changer, especially for someone who's still getting comfortable with complex log queries. Review collected by and hosted on G2.com.

While Sumo Logic is incredibly powerful, it can feel overwhelming when you first get started. There's just so much to take in metrics, logs, Cloud SIEM, automation, MoBot, and without proper training, it's easy to feel lost navigating the platform Review collected by and hosted on G2.com.

There has been lots of improvements since I wrote this review,

UI changes - its still optional like you can have a experience with new UI, but I still prefer old UI though.

AI Query - Like there is a bit learning curve to learn about how to query, now we can use a query agent to translate natural-language questions into search query. Review collected by and hosted on G2.com.

There are bunch of ways you can save money like Frex Pricing or Assigning data to infrequent/frequent tires,. etc, based on your use cases. But its still bit pricey. Review collected by and hosted on G2.com.

One of Sumo’s strongest suits is its ability to ingest and normalize data from almost any source—AWS, Azure, GCP, or on-prem—into a single “pane of glass.” The query language is incredibly robust, and I use it every day for debugging. Review collected by and hosted on G2.com.

If you aren’t familiar with their specific syntax, it can take some time to become proficient. I’d suggest improving the “out-of-the-box” query builders to make it easier to get started. Also, when running complex queries over large time ranges (for example, 7+ days), the UI can sometimes feel sluggish or even time out. Review collected by and hosted on G2.com.

Sumo Logic has been very helpful for collecting and retaining logs that we use as audit evidence. It makes it straightforward to centralize logs from multiple systems and then quickly search across them when we need to demonstrate activity for compliance or security reviews. The search functionality is both powerful and flexible, which is especially useful when we’re trying to pinpoint specific events across large volumes of logs. I also appreciate that it integrates well with many cloud services, making it easier to bring everything together in one place. Review collected by and hosted on G2.com.

The learning curve for building queries and dashboards can feel a bit steep, especially for new users who aren’t familiar with the query language. Some workflows also take a few extra steps compared to other tools, and troubleshooting ingestion issues can sometimes be time-consuming. Review collected by and hosted on G2.com.

Sumo is our first line of defense and insight. The best time is its deep error logging reporting mechanism with real time traces. It has proven to be a worthy alerting tool helping in detecting in issue before users escalate. The error logs gives meaningful insights in bug reporting. Review collected by and hosted on G2.com.

The UX feels clunky to me, also for a beginner can be difficult to get hold of things quickly. The queries differs from standard SQL hence requiring little extra efforts. Review collected by and hosted on G2.com.

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.

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.