--- 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 & Product Details 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. * * * Seller [DataSet](https://www.g2.com/sellers/dataset) Discussions [DataSet (by SentinelOne) Community](https://www.g2.com/products/dataset-by-sentinelone/discuss) Solution Type Best-of-Breed Overview by Tiffany Evans Show More ## Value at a Glance Averages based on real user reviews. ### Time to Implement \<1 month ### Return on Investment 3 months [ View More Pricing Information ](https://www.g2.com/products/dataset-by-sentinelone/pricing) ## Top-Rated Alternatives [ ![Splunk Enterprise](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Splunk Enterprise") Splunk Enterprise 4.3/5(434) ](https://www.g2.com/products/splunk-enterprise/reviews) [ ![Datadog](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Datadog") Datadog 4.4/5(726) ](https://www.g2.com/products/datadog/reviews) [ ![Sumo Logic](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sumo Logic") Sumo Logic 4.3/5(404) ](https://www.g2.com/products/sumo-logic/reviews) [ View All Alternatives ](https://www.g2.com/products/dataset-by-sentinelone/competitors/alternatives) ## User Insights Average based on 42 real user reviews. Implementation Time \<1 month Perceived Cost $$$$$ [Log in to unlock pricing and user insights](/login) ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") AI Verified User in Information Technology and Services Small-Business (50 or fewer emp.) 6/23/2020 "Fast and not too expensive" 5/5 What do you like best about DataSet (by SentinelOne)? We use Scalyr for our logging and error alerting. It is very fast to ingest and query data, it's UI is easy enough to use and its cost is much better than most others. Integrating Scalyr with both the server and client was reasonably straightforward. Most competitors have delays in ingestion, slower queries and/or much higher prices. We are very happy with it so far. Review collected by and hosted on G2.com. What do you dislike about DataSet (by SentinelOne)? Would love to have longer storage duration by default, but not complaining too much since compared to the competition it is really good. Review collected by and hosted on G2.com. What problems is DataSet (by SentinelOne) solving and how is that benefiting you? Central location for logs and errors including search, alerting and dashboard, including metrics. Don't have to look in many different places, it's our one stop shop to get answers about our system. Review collected by and hosted on G2.com. Show More 6/23/2021 Validated ReviewerIncentivizedSource: G2 invite ![Levi S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Levi S.") LS Levi S. Software Engineer Internet Mid-Market (51-1000 emp.) 11/9/2018 "Great log product, gives us insight quickly" 3.5/5 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. Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Trevor R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Trevor R.") TR Trevor R. Senior DevOps Engineer Consumer Goods Mid-Market (51-1000 emp.) 11/9/2018 "Requires a little bit of technical expertise, but offers deep control of log integration" 4/5 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. Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite AS Arshi S. Software Engineer Enterprise (\> 1000 emp.) 11/9/2018 Business partner of the seller or seller's competitor, not included in G2 scores. "Great Log Aggregator" 4.5/5 What do you like best about DataSet (by SentinelOne)? I like that I can aggregate logs from multiple servers in one place. Setting up the Scalyr agent is really easy on your servers with minimal configurations. Scalyr is inexpensive compared to similar services on the market. I do like that the Scalyr team is continually striving to improve their product and have set up a few meetings with our engineers to investigate how we use Scalyr. Review collected by and hosted on G2.com. What do you dislike about DataSet (by SentinelOne)? Not enough filtering options on log types from specific log servers. When we switch to "original log" view, the original query gets lost. The search queries aren't that intuitive and chaining queries is not an option. Review collected by and hosted on G2.com. Recommendations to others considering DataSet (by SentinelOne): Scalyr is definitely a great service that could help your business. During discovery, we evaluated multiple options like Logly, as well as AWS Cloudwatch, but ease of integration and cost were really important factors for our business group and Scalyr met most of our requirements. Review collected by and hosted on G2.com. What problems is DataSet (by SentinelOne) solving and how is that benefiting you? In my industry, we see intermittent support issues on our application and Scalyr is the first point of discovery for issues. We only store data in Scalyr for 3 days, but for most of our scenarios, this is sufficient. However, when we do need logs prior to 3 days, we do have to manually log into our servers and investigate furthur. Prior to utilizing Scalyr, we would have to manually log into servers to debug any issues. We also used AppDynamics to investigate server health but we couldn't analyze the application logs themselves. This has solved this problem with Scalyr. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Ilya V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ilya V.") IV Ilya V. Senior Software Engineer Computer Software Enterprise (\> 1000 emp.) 1/17/2019 "Great server-side logging solution" 5/5 What do you like best about DataSet (by SentinelOne)? - Intuitive interface - Fast searching - Good filtering ability via queries Review collected by and hosted on G2.com. What do you dislike about DataSet (by SentinelOne)? - No API for client-side logging (like JS logs) - Screen updates after applying filters don't work well in Safari Review collected by and hosted on G2.com. What problems is DataSet (by SentinelOne) solving and how is that benefiting you? We have migrated to Scalyr from a home-grown solution, which used raw SQL queries and had bare-bones UI. Scalyr is very user-friendly, and has graphs, which led to a wide-spread adoption in the tech department. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite FL Florian L. Software Engineer Enterprise (\> 1000 emp.) 11/9/2018 "Software Engineer" 4/5 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. Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") UI Verified User in Information Technology and Services Enterprise (\> 1000 emp.) 11/9/2018 "Scalyr is a very powerful tool for production grade server integration" 5/5 What do you like best about DataSet (by SentinelOne)? It aggregates all the logs from different server instances and provides a combined view for those logs. It provides a cloud solution for storage and simple but powerful query for investigating logs straightforward diagrams and world-class alert system. Review collected by and hosted on G2.com. What do you dislike about DataSet (by SentinelOne)? Um... this is a hard one for me, so far I feel great for it. Review collected by and hosted on G2.com. Recommendations to others considering DataSet (by SentinelOne): N/A Review collected by and hosted on G2.com. What problems is DataSet (by SentinelOne) solving and how is that benefiting you? Before having scalyr onboard, when we investigate production server logs, we will need to download all logs file for a certain day range, it takes a lot local storage and processing time is slow. Scalyr increase the productivity for different situations. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ET Elizabeth T. Enterprise (\> 1000 emp.) 4/5/2018 "Great Experience " 5/5 What do you like best about DataSet (by SentinelOne)? Simple set up allowed for quick evaluation and testing of the product. Implementation on production systems was just as quick and easy as the POC. Review collected by and hosted on G2.com. What do you dislike about DataSet (by SentinelOne)? Nothing really to dislike, but more integrations would be nice. Review collected by and hosted on G2.com. What problems is DataSet (by SentinelOne) solving and how is that benefiting you? One business problem in particular we solved is allowing a 3rd party vendor to assist our team with tier 1 support, without needing access to log in to our production instances. One of our apps had AWS health checks (and other alerting), but the AWS checks alone could not provide the right details for the support team to determine what the real issue was. After adding the Scalyr agent and setting it up for NGINX logging, they can now see all relevant logs without access to the instances. Additionally, we are using Scalyr on our ephemeral hadoop, presto, and spark clusters. The scalyr agent is perfect for these clusters that are constantly spinning up and down and autoscaling up to 30+ nodes depending on their workload. We never know how many nodes might be up at one time. Apparently, other vendors charge for agents per instance, which would get really expensive for our use case. I believe this was one of the main reasons my team requested Scalyr. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller JP James P. Mid-Market (51-1000 emp.) 3/27/2018 "Log management done right!" 4/5 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. Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. Recommendations to others considering DataSet (by SentinelOne): If you can afford it, go for it! Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Simon D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Simon D.") SD Simon D. Chief Technology Officer Computer Software Small-Business (50 or fewer emp.) 3/27/2018 "Extremely fast log management service" 4.5/5 What do you like best about DataSet (by SentinelOne)? Scalyr is a super-fast, affordable and easy to use log management system. The most critical thing for me is that it's really easy to send logs, categorise, label and filter them, and the resulting search is incredibly fast. You can define patterns that match your logs as they are ingested and Scalyr extracts fields form them and allows you a powerful search interface onto them, as well as providing graphing and analytics. It's really easy to answer questions such as "how many of our requests to the users controller hit the memory cache" just by writing a search that includes those fields and drawing a graph, and you get the results back instantly. The product is also very affordable compared to some other offerings. Review collected by and hosted on G2.com. What do you dislike about DataSet (by SentinelOne)? The graphing tools can be a little bit clunky and they are occasionally a bit more rudimentary than I'd like. It's more suited to search and analysis rather than a live dashboard. Review collected by and hosted on G2.com. What problems is DataSet (by SentinelOne) solving and how is that benefiting you? Since scaling our product to multiple application servers and containers we've managed to use Scalyr as a central place to determine how well the stack is performing, as well as for getting usage analytics and drilling down into problem reports. Scalyr lets us perform all of these tasks quickly and with a minimum of fuss. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ## Questions about DataSet (by SentinelOne)? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about DataSet (by SentinelOne) ](https://www.g2.com/products/dataset-by-sentinelone/discussions/new) GU Guest User What is DataSet (by SentinelOne) used for? 0 Upvotes 0 [ Join the conversation ](https://www.g2.com/discussions/what-is-dataset-by-sentinelone-used-for) [ View all Discussions ](https://www.g2.com/products/dataset-by-sentinelone/discuss) ## Pricing Insights Averages based on real user reviews. ### Time to Implement \<1 month ### Return on Investment 3 months ### Average Discount 10% [ View More Pricing Information ](https://www.g2.com/products/dataset-by-sentinelone/pricing) DataSet (by SentinelOne) Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_91bcb2c063fcfb0a82dfedcf1a6463d1/splunk-enterprise.jpg "Product Avatar Image") Splunk Enterprise 4.3/5(434) [ Compare Now ](https://www.g2.com/compare/dataset-by-sentinelone-vs-splunk-enterprise) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_393746d0cdc8904473bde59b5858158e/datadog.png "Product Avatar Image") Datadog 4.4/5(726) [ Compare Now ](https://www.g2.com/compare/dataset-by-sentinelone-vs-datadog) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_bf8095de95175316574d734b1f2b2c48/sumo-logic.png "Product Avatar Image") Sumo Logic 4.3/5(404) [ Compare Now ](https://www.g2.com/compare/dataset-by-sentinelone-vs-sumo-logic) ##### Categories on G2 [Log Monitoring](https://www.g2.com/categories/log-monitoring)[Log Analysis](https://www.g2.com/categories/log-analysis) ##### Explore More [What is the top-rated incident response platform for large enterprises?](https://www.g2.com/discussions/what-is-the-top-rated-incident-response-platform-for-large-enterprises)[Which notification infrastructure platforms provide the best monitoring and real-time delivery visibility for engineering teams that need to diagnose issues fast?](https://www.g2.com/discussions/what-notification-infrastructure-platforms-provide-the-best-monitoring-and-real-time-delivery-visibility-for-engineering-teams-that-need-to-diagnose-issues-fast)[Which AP automation tools are top-rated by software companies](https://www.g2.com/discussions/which-ap-automation-tools-are-top-rated-by-software-companies) [What are the best public records management platforms for government agencies handling high-volume FOIA requests?](https://www.g2.com/discussions/what-are-the-best-public-records-management-platforms-for-government-agencies-handling-high-volume-foia-requests)[Which survey tools let you send out surveys by email, web link and SMS so you can reach respondents wherever they are?](https://www.g2.com/discussions/which-survey-tools-let-you-send-out-surveys-by-email-web-link-and-sms-so-you-can-reach-respondents-wherever-they-are)[Which library management systems avoid adoption barriers and performance issues frequently mentioned by users at scale?](https://www.g2.com/discussions/which-library-management-systems-avoid-adoption-barriers-and-performance-issues-frequently-mentioned-by-users-at-scale) [Show MoreShow Less](javascript:void(0);)