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380 reviews
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    Hu D.

Great Log Search, Overall Solid Experience

  • February 11, 2026
  • Review provided by G2

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.


    Juliana M.

Visually Powerful KPIs and Time-Saving LogReduce/LogCompare

  • February 09, 2026
  • Review provided by G2

What do you like best about the product?
I like it because it’s visually powerful and flexible when it comes to displaying availability KPIs. On top of that, tools like LogReduce and LogCompare save me hours of work by filtering out noise and junk in the logs, so I can focus on what really matters.
What do you dislike about the product?
The downside is that if the Data Tiers aren’t configured correctly, the bills can increase considerably.
What problems is the product solving and how is that benefiting you?
It has benefited me by breaking down data silos through the integration of operational and security visibility. It has also taken a weight off my shoulders when it comes to audit compliance.


    Camille P.

Hands-Off Security: Instant Threat Detection and Automatic Updates

  • January 28, 2026
  • Review provided by G2

What do you like best about the product?
The best thing about Sumo is that it takes care of everything for me. I can just send the data and not worry about installing patches or keeping up with updates. Its ability to detect threats instantly is truly incredible.
What do you dislike about the product?
One thing to keep in mind is that it’s quite expensive; if you send a lot of data, your monthly bill can increase significantly.
What problems is the product solving and how is that benefiting you?
It’s fast and high-performing. The best part is that you can forget about anomalies, since the system automatically alerts you whenever it detects something unusual. Plus, thanks to its pre-configured templates, you save a lot of manual work and can focus on what matters.


    Dustin C.

Flexible Log Management with Speedy Search

  • January 26, 2026
  • Review provided by G2

What do you like best about the product?
I appreciate Sumo Logic for its flexibility and its ability to parse various log sources. The search functionality is excellent and quite fast. I value the ability to ingest various sources without worrying about how it's supported. The initial setup was easy, and although it took some time to configure all the parsers, the ongoing maintenance is relatively low.
What do you dislike about the product?
I wish Sumo Logic supported a more lightweight agent for Endpoint log collection. Currently, it relies on Syslog and WEC/WEF to gather these logs.
What problems is the product solving and how is that benefiting you?
I use Sumo Logic to collect logs from various systems and meet PCI logging requirements. It solves problems by ingesting various sources seamlessly without compatibility worries.


    Joseph J.

With SumoLogic you will gain total observability and visibility in your environment!

  • January 16, 2026
  • Review provided by G2

What do you like best about the product?
I really like how easy it is to download and deploy the various Sumologic collectors.
What do you dislike about the product?
While the folks over at SumoLogic are actively working on them, most of their pre-built apps are still in their classic format. As such we, the customers, are forced to wait until they deploy the "Next Gen" version of these apps.
What problems is the product solving and how is that benefiting you?
Sumo Logic is helping us gain observability and visibility in our environment.


    Shruthi P.

Sumo Logic for Better Alering ad Logging

  • January 14, 2026
  • Review provided by G2

What do you like best about the product?
Powerful Log Management & Analytics

Strong log ingestion, real-time analysis, and deep querying capabilities that help with troubleshooting and operations.

Built-in integrations with cloud services (AWS, Kubernetes, Jira, etc.) and dashboard customization

It handles large volumes of log data well and works effectively in cloud-native setups
What do you dislike about the product?
The platform can be complex for new users, with a query language that feels unfamiliar

Expensive

Can provide more flexible visualizations and if vconfigureation can be made easy
What problems is the product solving and how is that benefiting you?
Centralizes logs and telemetry data into a scalable platform with fast search/query capabilities. It is prividing Real-time monitoring and alerting based on search queries or thresholds.


    Accounting

Powerful, Fast, and Effortless Data Insights

  • January 12, 2026
  • Review provided by G2

What do you like best about the product?
The platform remains incredibly powerful yet accessible. The ease of use in terms of getting data in and the speed of the query language are top-tier. I appreciate how quickly you can go from a raw log to a meaningful visualization. The pre-built dashboards and the App Catalog make it easy to get immediate value without having to build everything from scratch. It feels like a platform built for engineers who need answers fast, not just a storage bin for data
What do you dislike about the product?
The new UI is a significant pain point. Specifically, the removal of the internal tabbing system has disrupted my workflow. In the old UI, I could manage multiple searches and dashboards within one browser window effortlessly. The new "browser-native" tab approach feels cluttered and makes it much harder to pivot between concurrent investigations without losing my place. Additionally, the navigation in the new UI feels more "click-heavy" and less intuitive for those of us who grew used to the classic layout.
What problems is the product solving and how is that benefiting you?
Sumo Logic solves the problem of data silos. Before using it, we had to hop between different servers and cloud consoles to find logs; now, everything is indexed in one place. This has drastically reduced our Mean Time to Resolution (MTTR). The benefit is that my team spends less time "hunting" for the cause of a bug and more time actually fixing it, which keeps our systems more reliable for our users.


    Arvind K.

Robust Log Ingestion Across AWS, Kubernetes, and SaaS

  • December 30, 2025
  • Review provided by G2

What do you like best about the product?
Robust at ingesting logs from multiple sources and environments (AWS, Kubernetes, SaaS services).
What do you dislike about the product?
Steeper learning curve compared to simpler tools.

Query language and setup can be tricky for new users
What problems is the product solving and how is that benefiting you?
Modern systems generate tons of logs across servers, apps, cloud services, containers, databases, etc. Sumo Logic collects all these in one place so you can search, analyze, and correlate events without juggling siloed log sources.


    arvind k.

Game-Changer for Cloud-Native Observability

  • December 20, 2025
  • Review provided by G2

What do you like best about the product?
Sumo Logic excels at unifying logs from Kubernetes and AWS, slashing MTTR through real-time correlation, my favorite for chaotic microservices debugging.
What do you dislike about the product?
Query learning curve frustrates quick starts, though power users adapt fast.
What problems is the product solving and how is that benefiting you?
Transforms security noise into prioritized alerts, cutting false positives and compliance audits effortlessly


    Nicolas M.

Powerful Threat Detection and Data Evaluation

  • December 11, 2025
  • Review provided by G2

What do you like best about the product?
I want to emphasize its robust data evaluation capabilities, as well as its effectiveness in proactively identifying security threats.
What do you dislike about the product?
One aspect I dislike is that the query language is relatively complex and not very intuitive at first.
What problems is the product solving and how is that benefiting you?
This has proven to be an excellent security solution for cloud operations. It has helped decrease MTTR by allowing for quick identification of the root cause of incidents. Additionally, its unified observability means I no longer have to switch between several different tools.