Prometheus vs. Sumo Logic

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Prometheus
Score 8.5 out of 10
N/A
Prometheus is a service monitoring and time series database, which is open source.N/A
Sumo Logic
Score 8.7 out of 10
N/A
Sumo Logic is a log management offering from the San Francisco based company of the same name.
$3
Per GB Logs
Pricing
PrometheusSumo Logic
Editions & Modules
No answers on this topic
Essentials
$3.00
Per GB Logs
Enterprise
$4.00
Per GB Logs
Enterprise Security
$4.25
Per GB Logs
Enterprise Suite
$4.75
Per GB Logs
Offerings
Pricing Offerings
PrometheusSumo Logic
Free Trial
NoNo
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details——
More Pricing Information
Community Pulse
PrometheusSumo Logic
Top Pros
Top Cons
Best Alternatives
PrometheusSumo Logic
Small Businesses
InfluxDB
InfluxDB
Score 8.8 out of 10
InfluxDB
InfluxDB
Score 8.8 out of 10
Medium-sized Companies

No answers on this topic

Logz.io
Logz.io
Score 9.0 out of 10
Enterprises

No answers on this topic

NetBrain Technologies
NetBrain Technologies
Score 9.1 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
PrometheusSumo Logic
Likelihood to Recommend
7.5
(35 ratings)
8.0
(16 ratings)
Usability
6.0
(2 ratings)
9.0
(4 ratings)
Support Rating
5.0
(1 ratings)
8.7
(6 ratings)
Implementation Rating
-
(0 ratings)
9.0
(1 ratings)
Professional Services
-
(0 ratings)
6.2
(3 ratings)
User Testimonials
PrometheusSumo Logic
Likelihood to Recommend
Open Source
This program works from the roots of the problem and creates a professional matrix for each of its users. This will give them more skills and resources to carry out tasks and reduce the difficulties of operating each of the processes of my work, as well as being An ally for the manipulation and operability of all your master data; Prometheus is very easy to recommend since it is a program that fulfills its mission.
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Sumo Logic
SumoLogic is a fantastic log aggregator and analysis tool, a fine alternative to Splunk. Searching is powerful and mostly intuitive and results come fast. If you have application logs in clusters or Kubernetes pods that lose their logs every time they're restarted, Sumo is the solution for you
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Pros
Open Source
  • Best monitoring tool that have covered all aspects of our environment of my organization with it's useful metrics.
  • Great support team offers support 24/7 and very dedicated.
  • It provides excellent insights from a variety of metrics.
  • Cloud native tools compatibility and support, push/pull options for easier metrics.
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Sumo Logic
  • Sumo Logic allowed for our InfoSec team to ingest logs from our CDN directly, in real-time, instead of massive compressed archives that were sent every two-hours (the only alternative at the time). Sumo Logic had an app for these logs, that allowed us to easily get an immediate payoff from the data, with canned dashboard and saved searches.
  • Sumo Logic has a fairly extensive REST API when it comes to log sources, source configurations, dashboard data, searches, etc. Their wiki for the API is usually kept up to date.
  • Sumo Logic, during the period of time I had used their product, had added the ability to configure agents via configuration files. This allowed customers to configure their endpoints, and modify the endpoints, with configuration management tools like Chef / Puppet / Salt. Beforehand, the only option was to always make changes either via the web portal or REST API.
  • The solutions engineers were extremely helpful, and easily reachable when issues would occur.
  • Users at our company found it easy to get started, working on new dashboards, scheduled searches, and alerting. The alerting worked well with our third-party paging tool.
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Cons
Open Source
  • Not a good choice if you need very high levels of accuracy with regards to collecting 100% of a certain type of data.
  • The user interface does not have much eye candy which helps you focus on what you need to see but can appear very basic in its design sometimes.
  • PromQL does have a high learning curve.
  • Not great for high cardinality data types.
  • Unlike other platforms, Prometheus does not have a macro system.
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Sumo Logic
  • I like the help center, but I think if it had more GUI tools, it could help new users.
  • Pulling out data is sometimes hard to read, (Maybe if I knew how to export data better, this would not be an issue for me).
  • I would like better know-how on how to create reports that will help our business.
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Usability
Open Source
It is usable and one can learn if few people in the team are already using it. It can be difficult to understand at the beginning because of non intuitive UI and syntax of the rules. So, I've gone for 7 points as there is some room for improvement in user interface and rules syntax.
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Sumo Logic
Sumo Logic is very powerful but definitely requires some configuration work to get the most out of it. You can get a certification related to this, but it is definitely not something you can just throw together.
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Support Rating
Open Source
Never had to reach out to them.
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Sumo Logic
I would give this rating because I attended a free Sumo Logic training at a WeWork in Chicago. I found the training very useful, and I learned a lot of features that I was not aware of before I went to the training. I like the idea that SumoLogic provides free training seminars. I am certified in level1, and I plan on certifying to level2.
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Implementation Rating
Open Source
No answers on this topic
Sumo Logic
I was satisfied with the implementation, as at the time, it was the best way to implement the product with the available feature sets in Sumo Logic. User creation and management became more of an issue during continued use, instead of it being an issue related to deploying the product in our environment.
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Alternatives Considered
Open Source
Highly customized pricing plans to choose from. Lower pricing for the same features compared to competitors. Easy to reach the support team, which provided detailed documentation and helped set up the Prometheus. Monitoring metrics gets very easy after the integration with Grafana. It also has a sophisticated alert setting mechanism to ensure we don't miss anything critical.
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Sumo Logic
Sumo Logic works very well out of the gate. For a small business it has given us what we need. I worked at a larger company previously, and we produced so many logs we had to create a custom logging service to handle them all. Cost and availability are big issues when deciding between the different services, whether self maintained and hosted, or provided by another company.
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Professional Services
Open Source
No answers on this topic
Sumo Logic
I've assisted several OneLogin customers with partner accounts to Sumo Logic. It has always been pleasant.
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Return on Investment
Open Source
  • We are still working on the ROI
  • The ROI mentioned during the purchase has not been achieved, however this could be due to lack of data from our side. 2 years of implementation is too early to calculate and confirm the ROI.
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Sumo Logic
  • I can't think of any negative side effects other than it being SO slow sometimes, but compared to Splunk everything is slow
  • It's SO much cheaper than Splunk that the time it takes to query information is well worth it
  • In the times that we've had Sumo go down or stop logging information, we've found that we'd be absolutely lost without Sumo
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