--- title: DataSet (by SentinelOne) Reviews meta_title: 'DataSet (by SentinelOne) Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 42 reviews by the users' company size, role or industry to find out how DataSet (by SentinelOne) works for a business like yours. aggregate_rating: rating_value: 4.6 review_count: 42 scale: '5' date_modified: '2026-08-07' parent_category: name: "DevSecOps\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t" url: https://www.g2.com/categories/devsecops --- # DataSet (by SentinelOne) Reviews **Vendor:** DataSet **Category:** [Log Analysis Software](https://www.g2.com/categories/log-analysis) **Average Rating:** 4.6/5.0 **Total Reviews:** 42 ## About DataSet (by SentinelOne) DataSet is the LIVE data analytics platform that enables teams to quickly get answers from all of their data, across different use cases and from all time periods – streaming or historical. Teams choose DataSet to elastically scale to petabytes of data while delivering real-time performance at a fraction of the cost. ## DataSet (by SentinelOne) Reviews ### 1. Great log product, gives us insight quickly **Rating:** 3.5/5.0 stars **Reviewed by:** Levi S. | Software Engineer, Internet, Mid-Market (51-1000 emp.) **Reviewed Date:** November 09, 2018 **What do you like best about DataSet (by SentinelOne)?** When the search range is small (4 hours), Scalyr is pretty fast on any query I throw at it. It is also useful for 24 hour graphs that go on our dashboards. I often have my local environment go into Scalyr to observe (with finer logging granularity) what is going on during development. I can also easily compare with production's logs for example inputs and expected (but sometimes truncated) outputs. Most of our logs are discrete log events submitted through the scalyr API, not by parsing STDOUT. But we have STDOUT based logs from containerized projects and for AWS integrations. We use scalyr's lambda to import logs dumped into an S3 bucket from cloudfront for certain resources. **What do you dislike about DataSet (by SentinelOne)?** The dashboards could use some more attention for always on status-wall use. It would be nice if individual logs could be linked to by a unique "error ID" so to say, right now we have a search query link that has to search the whole 30 day range and sometimes times out. We've tried to do search-integrations for admin pages by using the scalyr's java API, but if any part of the query is bad, we get a useless "server returned 400" type of exception. Internally their web API is giving a useful response, but stepping into their library is not a good use of my time. **Recommendations to others considering DataSet (by SentinelOne):** Good for making dashboards from nearly any sort of data scalyr ingests. Invest time into labeling on each message what environment (sandbox or production) and product each log pertains to. **What problems is DataSet (by SentinelOne) solving and how is that benefiting you?** We can track down what happens on each request, investigate abusive behavior patterns from bot nets, and derive meaningful graphs to show what's happening to our business. We often perform ad hoc queries during escalations. Most of the time we can determine what happened within minutes of the escalation and take action. ### 2. Requires a little bit of technical expertise, but offers deep control of log integration **Rating:** 4.0/5.0 stars **Reviewed by:** Trevor R. | Senior DevOps Engineer, Consumer Goods, Mid-Market (51-1000 emp.) **Reviewed Date:** November 09, 2018 **What do you like best about DataSet (by SentinelOne)?** Scalyr offers support for a variety of protocols and data sources to be aggregated together quite easily. The agent is quick and offers solid performance even under a lot of load. It also has a lot of plugins and can even accept custom-developed plugins. The UI allows for the flexibility of searching on whatever fields are being input, which is convenient for mixed streams. The service handles a large amount of data very well and is very configurable on parsing, with a syntax that makes sense and is easy to use. It even has a built-in parsing tester that is extremely convenient. Everything in the UI also feels very snappy and quick compared to other services, even when generating massive graphs. When there's issues with the service, they are well communicated and usually brief. **What do you dislike about DataSet (by SentinelOne)?** Scalyr definitely feels like a new product, with rough edges and some limitations that I hope are going to be worked around soon. Graph creation is difficult and a little limited, the syntax is strange. Alarms are similarly a little awkward to put together at first. I've had trouble with the Docker integration when used with Swarm. It doesn't seem to work unless I tie it together manually using Syslog. A few areas have a little bit of a confusing GUI flow, between JSON files and normal UI. The aggregation of fields and their "most common occurrences" can be sometimes frustrating when I want to search for entries that have occurred very few times, but this can usually be worked around. Support has sometimes been slow to respond or keep up on support requests. Graphs are sometimes "spiky", due to a mismatch between log pickup periods and log display periods. If you see this, set your graphs to a bar with a 5-minute period or more. **Recommendations to others considering DataSet (by SentinelOne):** Make sure that whoever you have administrating Scalyr is familiar with system administration and is comfortable working with JSON config files and regular expressions. I recommend something like Terraform to manage the configurations for CloudFront, S3 buckets, and the ensuing SQS queues that Scalyr uses to pick up logs. **What problems is DataSet (by SentinelOne) solving and how is that benefiting you?** We're pushing all of the logs for every load balancer, S3 bucket, and CloudFront in our whole AWS cloud into Scalyr, without having to configure any awkward Lambdas or ElasticSearch clusters. We also have pushed all of our application logs into it using the agent's Syslog protocol, which has made our error searching much easier. ### 3. Software Engineer **Rating:** 4.0/5.0 stars **Reviewed by:** Florian L. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** November 09, 2018 **What do you like best about DataSet (by SentinelOne)?** Fastness of the UI and the filtering experience, easy to filter and visualize the results (logs) by host. **What do you dislike about DataSet (by SentinelOne)?** Tool outside of our organization that we can't (or won't for security purposes) plug to some of our internal services. **What problems is DataSet (by SentinelOne) solving and how is that benefiting you?** It allowed us to see and filter on real time application logs. It helped understand bugs, ddos attacks, monitor our operations system and verify that the communication between our services is correct. We don't use it for complicated subjects, just to put all the logs in one place and easily cross check data across servers and it gets the job done very well. ### 4. Log management done right! **Rating:** 4.0/5.0 stars **Reviewed by:** James P. | Mid-Market (51-1000 emp.) **Reviewed Date:** March 27, 2018 **What do you like best about DataSet (by SentinelOne)?** The web interface is the clear front-runner, you can easily select a period in time and view all logs (or only certain hosts) that fit that time period. The amount of customizability is amazing and you can even set complex alerts. We have an alert set to where if a certain error is logged x amount of times in 5 minutes, to send an email alert. The agent is easy to install and you can really put ANY log you want into Scalyr, the server monitoring is also useful, although not as nice as New Relic's infrastructure service, but hey it's basically free given that the log management is the real product. This product essentially fills the gap New Relic leaves, New Relic's APM is second to none, but you can't browse logs like you can with Scalyr. Until New Relic offers up a log management/searching feature you really can't beat Scalyr. **What do you dislike about DataSet (by SentinelOne)?** It's a bit pricey, but understandably so given the niche market they have. For $105/month you get up to 3GB of logs everyday with 3 day retention. Longer retention jumps the price up, so this is really a solution for real-time or near present analyzing. **Recommendations to others considering DataSet (by SentinelOne):** If you can afford it, go for it! **What problems is DataSet (by SentinelOne) solving and how is that benefiting you?** Allowing our developers to view logs easily across multiple systems without having to have them login to the server directly. Not only that, but being able to search and filter with wildcards makes it a fantastic tool. ### 5. Monitoring without security compromise **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Media Production | Mid-Market (51-1000 emp.) **Reviewed Date:** November 09, 2018 **What do you like best about DataSet (by SentinelOne)?** I'm able to allow members of my team to monitor processes, pipelines, and workflows without giving them access to specific servers. Okta integration is great. **What do you dislike about DataSet (by SentinelOne)?** Grouping redundant or repetitive tasks would be helpful when utilizing the search feature. It can be difficult to sift through thousands of messages that don't contain new information. **What problems is DataSet (by SentinelOne) solving and how is that benefiting you?** Allows teams to monitor job progress/bugs so they have a first place to look when data isn't available. ### 6. Best of what I've used. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Internet | Mid-Market (51-1000 emp.) **Reviewed Date:** November 09, 2018 **What do you like best about DataSet (by SentinelOne)?** From a deployment perspective, it seems to play nice with sane practices (it listens to STDOUT, parses parameters, and surfaces the logs somewhere you can find them). Being able to configure which fields it shows, filtering on those fields, and easily scrolling through different time windows. **What do you dislike about DataSet (by SentinelOne)?** The query language is somewhat opaque, and the UI could make it easier to build up valid searches. **Recommendations to others considering DataSet (by SentinelOne):** Emit your logs in JSON! **What problems is DataSet (by SentinelOne) solving and how is that benefiting you?** Monitoring data processing pipelines to troubleshoot warnings and failures. Just in general, it's valuable to have all of our logs in one place. ### 7. Blazing fast log searching **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** March 28, 2018 **What do you like best about DataSet (by SentinelOne)?** It's really, really fast. I can search millions of entries over multiple days in a matter of seconds. The configuration system is very flexible and we can push notifications of events to other services really easily. Being able to use a command line tool to dump out the log values is also really useful. **What do you dislike about DataSet (by SentinelOne)?** The configuration it's as straight forward as other systems I've used. Learning their configuration syntax is a bit complicated, and setting up almost everything requires custom scripts to be written. It could be a lot more simple. Also, pushing information into Slack doesn't give you very much detail, so you have to follow the link to see what triggered the alert. **Recommendations to others considering DataSet (by SentinelOne):** Try it out. Push as much data as you can into the system so that you get a chance to really explore it and enjoy the speed. Take the time to learn the custom configuration syntax and don't hesitate to reach out to support if you need help; they are responsive. Use some of the sample configurations to get started. **What problems is DataSet (by SentinelOne) solving and how is that benefiting you?** We can diagnose a customer issue or investigate data usage very quickly. We are also alerted about behaviors in a slack channel automatically. The aggregate graphs are very helpful. ### 8. thoughts on scalyr! **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Consumer Goods | Mid-Market (51-1000 emp.) **Reviewed Date:** November 09, 2018 **What do you like best about DataSet (by SentinelOne)?** great filtering options / tagging - really easy to find what i need without a complex custom query. i like it more than sumologic which wasn't as good here **What do you dislike about DataSet (by SentinelOne)?** with aggregate views of queries, its very hard / impossible to click in and find the actual source errors! **What problems is DataSet (by SentinelOne) solving and how is that benefiting you?** finding sources of errors ### 9. Great logs monitor **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** November 10, 2018 **What do you like best about DataSet (by SentinelOne)?** The best part is when my team can easily look at the problem on time and right to the root cause **What do you dislike about DataSet (by SentinelOne)?** sometimes the logs look delayed but not that bad **What problems is DataSet (by SentinelOne) solving and how is that benefiting you?** tons of logs can be classified and easy to read ### 10. Great APM Platform **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** November 09, 2018 **What do you like best about DataSet (by SentinelOne)?** Visualizations and filtering is very intuitive. **What do you dislike about DataSet (by SentinelOne)?** Alerts don't link directly to logs and are clunky. **What problems is DataSet (by SentinelOne) solving and how is that benefiting you?** Log processing and APM ### 11. Scalyr is the logging solution we didn't know we needed **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** April 02, 2018 **What do you like best about DataSet (by SentinelOne)?** Flexibility of being able to log higher or lower volumes, depending on our current requirements, without worrying about losing anything due to exceeding an arbitrary cap. **What do you dislike about DataSet (by SentinelOne)?** Our biggest problem has been getting good parsers setup. However, this is not due to any deficiency on the part of Scalyr, it has been due to inconsistent logging in our own application. Scalyr has shown us where we have opportunity to improve and make it even more useful. **What problems is DataSet (by SentinelOne) solving and how is that benefiting you?** We are able to easily search and share log entries across our development and operations teams in order to analyze where our troubleshooting needs to be focused. ### 12. Excellent Software **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** March 27, 2018 **What do you like best about DataSet (by SentinelOne)?** I like Scalyr's well thought out UI and installation guides. **What do you dislike about DataSet (by SentinelOne)?** The current user interface, which is now being replaced with a new one in beta. **What problems is DataSet (by SentinelOne) solving and how is that benefiting you?** Keeping an eye on our servers to see if anything goes wrong. ### 13. Easy to use **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** March 27, 2018 **What do you like best about DataSet (by SentinelOne)?** alert and monitors are the best features. **What do you dislike about DataSet (by SentinelOne)?** bit slow in scrolling, takes time to reach to required point. **Recommendations to others considering DataSet (by SentinelOne):** we are implementing scalyr for all of our products **What problems is DataSet (by SentinelOne) solving and how is that benefiting you?** we debug the problem using scalyr logs. ## DataSet (by SentinelOne) Discussions - [What is DataSet (by SentinelOne) used for?](https://www.g2.com/discussions/what-is-dataset-by-sentinelone-used-for) - [View DataSet (by SentinelOne) pricing details and edition comparison](https://www.g2.com/products/dataset-by-sentinelone/reviews?filters%5Bnps_score%5D%5B%5D=4§ion=pricing&secure%5Bexpires_at%5D=2026-08-14+00%3A57%3A56+-0500&secure%5Bsession_id%5D=157a1106-34a4-41b8-9e1a-c4dc830de10d&secure%5Btoken%5D=699101d0840e47ef39d611bf653ed6232edbd9571f4bafc0b3d1ea942a958a4f&format=llm_user) ## DataSet (by SentinelOne) Features **Visibility** - Dashboards and Visualizations - Alerts and Notifications - Reporting **Data Preparation** - Data Sources - Indexing - Automated Tagging - Data Blending **Monitoring and Management** - Automation - Performance Baseline - Real-Time Monitoring **Analysis** - Track Trends - Detect Anomalies - Metric and Event Data - Search - Alerts - Live Tail - Real-Time Data **Visualization** - Dashboards - Data Discovery - Activity Dashboard - Activity Dashboard - Customizable Dashboard **Agentic AI - Log Monitoring** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Agentic AI - Log Analysis** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making - Third-Party Integrations **Additional Functionality** - Continuous Monitoring - Reporting/Analytics - Real-Time Analytics - Issue Tracking - Anomaly Detection - Visual Analytics - Data Visualization - Monitoring - AI Copilot - Audit Management - Correlation Analysis - Generative AI - Reporting & Statistics - Search/Filter - Data Import/Export - Data Classification - Audit Trail - Pattern Detection and Recognition - Analytics - Activity Tracking - Event Tracking - Log Collection - Alerts/Notifications - Log Analysis - Event Logs - Data Analysis Tools - HIPAA Compliant - Predictive Analytics - Performance Metrics - Secure Data Storage - Dashboard Creation - Real-Time Monitoring - Alerts/Escalation - Remediation Management - Compliance Tracking - Single Sign On - Prioritization - Uptime Reporting - Log Rotation - Real-Time Notifications - Compliance Management - Server Logs - Incident Management - Role-Based Permissions - PCI Compliance - Charting - Log Parsing - Archiving & Retention - Server Monitoring - API - Diagnostic Tools - Customizable Reports - Real-Time Reporting - Policy Management - Issue Management - Vulnerability Scanning ## Top DataSet (by SentinelOne) Alternatives - [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) - 4.3/5.0 (415 reviews) - [Datadog](https://www.g2.com/products/datadog/reviews) - 4.4/5.0 (715 reviews) - [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) - 4.3/5.0 (392 reviews)