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Live Tail and LogReduce Make Real-Time Troubleshooting Fast
What do you like best about the product?
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
What do you dislike about the product?
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
What problems is the product solving and how is that benefiting you?
Before Sumo Logic, we struggled with fragmented observability, logs lived in CloudWatch, metrics in a separate tool, and correlating them during an incident meant switching contexts constantly, which easily added 20-30 minutes to every triage cycle.
Now we can investigate the full stack in a single unified interface, which has cut our mean time to resolution by roughly 40% and made on-call rotations significantly less stressful
Now we can investigate the full stack in a single unified interface, which has cut our mean time to resolution by roughly 40% and made on-call rotations significantly less stressful
Powerful Data Ingestion and Queries, but a Steep Learning Curve
What do you like best about the product?
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.
What do you dislike about the product?
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.
What problems is the product solving and how is that benefiting you?
Sumo Logic acts as a Single Source of Truth. It unifies logs, metrics, and traces into one platform.
Real-Time Log Aggregation with a Powerful Query Language
What do you like best about the product?
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.
What do you dislike about the product?
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.
What problems is the product solving and how is that benefiting you?
Sumo Logic performs wonderfully. It’s a super agile tool that lets me draw conclusions quickly, without the platform slowing down when I need it most.
Easy to Use and Master—No Steep Learning Curve
What do you like best about the product?
Easy to use and master and does not have learning curse like Splunk.
Customer support is great.
Customer support is great.
What do you dislike about the product?
It does not have solid SOAR features like Sentinel.
What problems is the product solving and how is that benefiting you?
The single pane of glass overview is nice and i can see it all at once
A lot of automation.
A lot of automation.
LogReduce Cuts Through Thousands of Events for Faster, Data-Driven Decisions
What do you like best about the product?
What excites me most, honestly, is the LogReduce feature. It’s helped me cut through the noise across thousands of events, which feels essential when I’m trying to make decisions grounded in real data instead of assumptions.
What do you dislike about the product?
The downside is that the interface has a steep learning curve. It’s also important to be precise with the filters; otherwise, the budget can skyrocket.
What problems is the product solving and how is that benefiting you?
One of the biggest benefits is proactive visibility. Now I can pinpoint exactly what’s going wrong in the sales funnel thanks to the real-time dashboards, and this has dramatically accelerated our ability to respond to any operational issues.
Effortless Data Monitoring With Native Cloud Integration
What do you like best about the product?
What really won me over was its native cloud integration. It lets me handle massive volumes of data effortlessly, and best of all, it takes the headache out of having to manage or maintain the monitoring infrastructure myself.
What do you dislike about the product?
What really worries me is their pay-as-you-go billing model. If you’re not careful, the cost can skyrocket without any warning.
What problems is the product solving and how is that benefiting you?
It feels like a robust and completely reliable platform. The ease of exchanging reports and relevant data with other areas of the company greatly streamlines our work, and its focus on security gives us absolute peace of mind.
Good platform for centralized logging and audit evidence collection
What do you like best about the product?
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.
What do you dislike about the product?
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.
What problems is the product solving and how is that benefiting you?
Sumo Logic helps us centralize logs and maintain a reliable record of system activity that we can use for security monitoring and audit evidence. This is especially valuable when we’re preparing for compliance reviews or responding to internal audit requests, because we can quickly retrieve historical logs and show what actions took place across our systems. Having a single place to search, retain, and reference this data saves time and reduces the effort required to gather evidence from multiple sources.
Clean, Shareable Dashboards with Seamless AWS Integration
What do you like best about the product?
I really appreciate the clean design of their dashboards and how easy it is to share them live. Another strong point is the native integration with AWS; it’s almost instantaneous and hassle-free.
What do you dislike about the product?
It takes a considerable time investment to fully master. Furthermore, technical support can be slow at times to escalate more complex issues to higher levels. That’s all.
What problems is the product solving and how is that benefiting you?
The biggest benefit for me has been the security of storing important data; the platform feels robust and inspires a lot of confidence. It’s clearly a top-tier monitoring solution.
Flexible Record Analysis with Clean, Shareable Dashboards
What do you like best about the product?
I really like how flexible it is for analyzing records. The visual dashboards are not only clean, but also very easy to share, which makes collaboration a lot smoother.
What do you dislike about the product?
You have to stay vigilant, because if you leave a console.log file behind or forget about it, it can generate gigabytes of garbage. Then your bill becomes an unpleasant surprise.
What problems is the product solving and how is that benefiting you?
I’ve been spared the hassle of installing patches, which gives me real peace of mind about potential attacks; it’s a very intelligent tool. On top of that, thanks to its anomaly detection, it alerts me when something is off before the system crashes.
Great Log Search, Overall Solid Experience
What do you like best about the product?
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.
What do you dislike about the product?
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.
What problems is the product solving and how is that benefiting you?
For me, the benefit is better decision-making. Instead of reacting to incidents blindly, I get actionable insights—whether that’s identifying anomalous behavior, proving compliance with logging requirements, or correlating security and operational events in one platform.
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