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Cribl vs Prometheus-AI Platform comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 28, 2025

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

ROI

Sentiment score
5.7
Cribl improves efficiency, reduces processing time, and cuts costs, with significant data volume and ingest cost reductions.
Sentiment score
8.5
Prometheus is a free, efficient monitoring tool that saves time and money compared to AWS services, offering significant returns.
What we've seen is really an overall reduction of just shy of 40% in our ingest into our SIM platform versus prior to having Cribl.
Senior Security Engineer at a university with 10,001+ employees
The second thing is that data aggregation, sampling, and reduction that we're able to do of the data, lowering our overall data volume, both traversing the network as well as what's being stored inside of our final solutions.
Director, Performance Engineering at a tech services company with 10,001+ employees
In terms of reduction, we were able to save almost ~40% of our total cost.
Sr. Lead Security Engineer at a tech vendor with 10,001+ employees
Using open-source Prometheus saves me money compared to AWS native services.
Senior DevOps Engineer at Alibaba Group
 

Customer Service

Sentiment score
5.8
Cribl's support is responsive and helpful, yet needs better customer understanding and availability across time zones.
Sentiment score
4.0
Prometheus-AI Platform support relies on documentation and an active open source community, utilizing forums and internal company resources.
They had extensive expertise with the product and were able to facilitate everything we needed.
Security Consultant at Riversafe Ltd
Usually, within an hour, we get a response, and we are able to work with them back and forth until we resolve the issues.
Engineering Fellow at Pegasystems
Sometimes by hearing the problem itself, they will know what the solution is, and they will let us know how to resolve it, and we do it immediately.
Senior Specialist at LTIMindtree
Prometheus does not offer traditional technical support.
Senior DevOps Engineer at Alibaba Group
 

Scalability Issues

Sentiment score
6.6
Cribl excels in scalability and adaptability, efficiently managing data volumes and supporting various enterprise growth needs despite minor cost concerns.
Sentiment score
6.9
Prometheus-AI Platform excels in scalability, widely used across industries with streamlined maintenance and seamless integration enhancing enterprise performance.
The infrastructure behind Cribl Search is also scalable as it uses a CPU and just spawns horizontally more instances as it demands and requires.
Engineering Fellow at Pegasystems
Compared to other SIEM tools I use, any slight change on the operating system end impacts a lot on our SIEM tools and other things, but Cribl performs well in that regard.
Senior Software Engineer at a retailer with 1,001-5,000 employees
It's an enterprise version, and we have a good amount of users using this solution.
SIEM Engineer at National Australia Bank (NAB)
Prometheus is scalable, with a rating of ten out of ten.
Senior DevOps Engineer at Alibaba Group
 

Stability Issues

Sentiment score
6.7
Cribl is stable and reliable, with quick bug resolutions and high performance under large data volumes; support is responsive.
Sentiment score
8.9
Prometheus-AI Platform is praised for stability and versatility in deployment, despite occasional minor performance issues from external factors.
Migrating from those SC4S servers to Cribl worker nodes has truly been a game-changer.
Sr. Lead Security Engineer at a tech vendor with 10,001+ employees
Regarding scalability, we started with zero servers and have around 285 servers now.
Senior Specialist at LTIMindtree
I would rate the stability as ten out of ten.
SIEM Engineer at National Australia Bank (NAB)
Deploying it on multiple instances or using Kubernetes for automatic management has enhanced its stability.
Senior DevOps Engineer at Alibaba Group
 

Room For Improvement

Cribl needs better integration, scalability, customization, error handling, versioning, educational resources, and AI features for smoother pipeline development.
Prometheus-AI requires improvements in query language, user interface, scalability, integration, error handling, affordability, and ease of use.
A more stringent role-based access control feature would enhance security and allow granular control over what users can see and access.
Manager for Monitoring and Logging at Velera
If we can have more internal logs and more debug logs to validate the error, that would be beneficial because instead of reaching out to Cribl support, we can troubleshoot and find the root cause ourselves.
SIEM Engineer at National Australia Bank (NAB)
In terms of large datasets—whether they originated from network inputs, virtual machines, or cloud instances—ingesting the data into the destination was relatively easy.
Security Consultant at Riversafe Ltd
 

Setup Cost

Enterprise buyers find Cribl pricing cost-effective and scalable, appreciating its value, flexibility, and straightforward structure for data processing.
Prometheus-AI Platform offers an affordable open-source monitoring solution, with options for managed services at extra costs.
Over time, the licensing cost has increased.
SIEM Engineer at National Australia Bank (NAB)
Cribl is very inexpensive, with enterprise pricing around 30 cents per GB, which is really decent.
Security Consultant at Riversafe Ltd
They have a universal license that allows us to consume the portions of Cribl that we want to use or flex into other portions of Cribl.
Senior Security Engineer at a healthcare company with 5,001-10,000 employees
Prometheus is cost-effective for me as it is free.
Senior DevOps Engineer at Alibaba Group
 

Valuable Features

Cribl optimizes real-time data processing with a user-friendly interface, integration, and scalable flexibility for efficient log management.
Prometheus-AI Platform provides scalable, customizable monitoring with extensive integrations, fast storage, and reliable dashboards, supported by a strong community.
The data reduction and preprocessing capabilities make Cribl really unique.
Security Consultant at Riversafe Ltd
Cribl has a feature called JSON Unroll or Unroll function that allows you to differentiate the events; each event will come ingested as a single log instead of piling it up with multiple events.
Security Engineer at Tecplix
The Cribl UI is very simple and easy to use, particularly when working with data from various sources; it makes it very easy to create pipelines, add complex logic to those pipelines, and then gives you a preview of what your data looks like before applying that pipeline and what you get after.
Senior Security Engineer at a university with 10,001+ employees
It allows me to save money by avoiding costs associated with AWS native services like CloudWatch or Amazon Prometheus.
Senior DevOps Engineer at Alibaba Group
 

Categories and Ranking

Cribl
Average Rating
8.4
Reviews Sentiment
6.7
Number of Reviews
33
Ranking in other categories
Application Performance Monitoring (APM) and Observability (8th), Log Management (5th), Security Information and Event Management (SIEM) (8th), Observability Pipeline Software (1st)
Prometheus-AI Platform
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
34
Ranking in other categories
Data Scrubbing Software (3rd), ERP (10th), Enterprise Asset Management (EAM) (2nd)
 

Mindshare comparison

Cribl and Prometheus-AI Platform aren’t in the same category and serve different purposes. Cribl is designed for Observability Pipeline Software and holds a mindshare of 41.1%, down 48.8% compared to last year.
Prometheus-AI Platform, on the other hand, focuses on Enterprise Asset Management (EAM), holds 1.7% mindshare.
Observability Pipeline Software Market Share Distribution
ProductMarket Share (%)
Cribl41.1%
DataBahn13.3%
Onum12.7%
Other32.89999999999999%
Observability Pipeline Software
Enterprise Asset Management (EAM) Market Share Distribution
ProductMarket Share (%)
Prometheus-AI Platform1.7%
IBM Maximo15.4%
Oracle Enterprise Asset Management8.5%
Other74.4%
Enterprise Asset Management (EAM)
 

Featured Reviews

Aman Verma - PeerSpot reviewer
Senior Software Engineer at a retailer with 1,001-5,000 employees
Has helped reduce daily log volume significantly and streamline data routing across multiple destinations
Regarding complexity, as I mentioned before, Cribl is very simple to use. When I started 2.5 years ago, it was very easy to learn. I learned Cribl within a week, and even though I was a fresher at the time, it was easy to understand and not complex enough that someone would need to spend money on labs. It's not that complex to learn. Regarding cost efficiency, it's very good because nowadays the SIEM tools we use are too expensive on license, and SIEM tools base their license on how many logs get ingested. The unwanted logs, particularly firewall logs, represent a significant portion of unnecessary ingestion. Cribl saves our license by filtering out half of the firewall logs that are unwanted. Our main purpose for using Cribl is to save our license and save money. Currently, everyone is moving toward AI agents. We currently use regex, and AI agents could help us create those regex patterns to drop events or add raw data to events. Currently, we sit down, review the logs, and create regex patterns manually, which can be time-consuming. An AI agent could reduce this time. I read some articles indicating that Cribl Cloud has started using AI and considering MCPs and model context, but I'm not certain how far along they are. If Cribl asked me what they could improve, that would be my suggestion. The support is very good, and I had a few issues with Cribl where I raised support cases and received good responses, which is better than the quick response I didn't get from other SIEM tools and vendor tools I use. Compared to other SIEM tools, Cribl is cheaper than Splunk and DataDogs. However, it's still a bit expensive from my point of view, though I won't call it expensive. Overall, I think 99% of companies use Cribl before their SIEM tools, and compared to SIEM tools, Cribl is cheaper. Companies can use any SIEM tool such as Google, Splunk, or Cisco, and Cribl is cheaper than those SIEM tools. They might have a slight chance to reduce costs further, but I'm not the correct person to evaluate that since I'm more focused on the operational side. Regarding training, it was quite easy to grasp. It took me almost a week to understand the basic functionalities and what Cribl does. Getting more expertise took additional time, but basic functionalities and understanding what Cribl does took around four to five days. One point I want to mention is that Cribl could improve their labs or training materials in their Cribl Cloud or whatever portal they have.
MuhammadAzhar Khan - PeerSpot reviewer
Senior DevOps Engineer at Alibaba Group
Free to use and provides valuable monitoring capabilities
Prometheus is a scalable and flexible tool that I can deploy on any cloud platform. It is free to use and provides valuable monitoring capabilities. It allows me to save money by avoiding costs associated with AWS native services like CloudWatch or Amazon Prometheus. The ability to deploy on any cloud platform or environment, including Kubernetes, is a major advantage.
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Manufacturing Company
12%
Healthcare Company
6%
Computer Software Company
5%
Financial Services Firm
19%
Computer Software Company
12%
Manufacturing Company
8%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business9
Midsize Enterprise5
Large Enterprise20
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise8
Large Enterprise13
 

Questions from the Community

What is your experience regarding pricing and costs for Cribl?
I am not aware of the pricing because I was not a part of it. We were developers. But as far as I understood, I think it is a bit expensive. I am no one to complain, but there was this person on Li...
What needs improvement with Cribl?
In Cribl, I feel that maybe I am not aware of it, or maybe it is already there, but I think if there was a way to learn more about it. There are a lot of areas to explore. For example, if my work i...
What is your primary use case for Cribl?
I was not regularly using the same tool, but there was a time when our team needed to migrate some data from one tool to another, and during that data migration phase, we used Cribl for six to seve...
What do you like most about Prometheus?
The most valuable feature of Prometheus is its ability to collect metrics.
What is your experience regarding pricing and costs for Prometheus?
Prometheus is cost-effective for me as it is free. Using cloud-native alternatives like Amazon Prometheus would incur charges.
What is your primary use case for Prometheus?
I use Prometheus for monitoring purposes in IT infrastructure. It is particularly useful for environments using Kubernetes, as it monitors ports, containers, instances, and applications effectively.
 

Also Known As

No data available
Utopia Data Quality
 

Overview

 

Sample Customers

Information Not Available
Harley-Davidson Motor Company, Roche Diagnostics Corporation, Harman International Industries Inc., Hilmar Cheese Company, International Rectifier Corporation, Electrolux USA, GE Fanuc Intelligent Platforms, Rio Tinto Limited, Pertamina Pusat, Petrofac International Ltd, Cintas Corporation, Diyar United Company, Nortel Networks, Verizon
Find out what your peers are saying about Cribl vs. Prometheus-AI Platform and other solutions. Updated: September 2025.
881,733 professionals have used our research since 2012.