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Chronosphere vs Prometheus-AI Platform comparison

The compared Chronosphere and Prometheus Group solutions aren't in the same category. Chronosphere is ranked #32 in APM , with an average rating of 9.0, and holds a 0.7% mindshare in the category. Prometheus Group is ranked #2 in EAM , with an average rating of 8.5, and holds a 1.7% mindshare. Additionally, 100% of Chronosphere users are willing to recommend the solution, compared to 100% of Prometheus Group users who would recommend it.
Chronosphere
Read 1 Chronosphere review
  • 1,472 Views
  • 1,075 Comparison Views
100% willing to recommend
Prometheus-AI Platform
Read 34 Prometheus-AI Platform reviews
  • 5,297 Views
  • 106 Comparison Views
100% willing to recommend
 

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 28, 2025

Prometheus-AI Platform and Chronosphere are major players in the analytics platform category. Chronosphere is favored for its advanced feature set, offering a competitive edge.

Features: Prometheus-AI is recognized for AI-driven analytics, customizable dashboards, and robust analytical tools. Chronosphere offers scalability, real-time data visualization, and efficient handling of large datasets.

Ease of Deployment and Customer Service: Prometheus-AI provides easy setup with detailed guidance and support, enhancing user satisfaction. Chronosphere's deployment may initially be complex, but excellent customer service ensures stable operations over time. High-quality service from Chronosphere often increases customer confidence.

Pricing and ROI: Prometheus-AI's competitive pricing ensures quicker ROI, ideal for budget-focused users. Chronosphere demands higher initial costs, but its expansive features justify the expense, offering significant long-term value. Prometheus-AI attracts customers with cost-effectiveness, while Chronosphere’s thorough capabilities add substantial value over time.

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Application Performance Monitoring (APM) and Observability
January 2026
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Review summaries and opinions

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

Categories and Ranking

Chronosphere
Average Rating
9.0
Reviews Sentiment
6.8
Number of Reviews
1
Ranking in other categories
Application Performance Monitoring (APM) and Observability (32nd), Log Management (31st), AIOps (19th)
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

Chronosphere and Prometheus-AI Platform aren’t in the same category and serve different purposes. Chronosphere is designed for Application Performance Monitoring (APM) and Observability and holds a mindshare of 0.7%, up 0.3% compared to last year.
Prometheus-AI Platform, on the other hand, focuses on Enterprise Asset Management (EAM), holds 1.7% mindshare.
Application Performance Monitoring (APM) and Observability Market Share Distribution
ProductMarket Share (%)
Chronosphere0.7%
Dynatrace6.3%
Datadog5.3%
Other87.7%
Application Performance Monitoring (APM) and Observability
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

Arvind Pant - PeerSpot reviewer
Arvind Pant
Senior Data Engineer at DoorDash, Inc.
Monitors pipelines with real-time alerts and good documentation
It isn't very easy. It's not easy for everyone. It would be much easier if there could be a simpler version, like a data number version or an SQL version. It's hard to debug if you don't know the syntax. Also, I saw the Slack alerts feature, which is pretty cool, but I cannot customize my messages on the Slack alerts. It would be great if it were possible to tag people in the alerts. At DoorDash, we have hundreds of pipelines, and if something fails, I want to tag specific people so they can start working on the issue immediately.
Read full review
MuhammadAzhar Khan - PeerSpot reviewer
MuhammadAzhar Khan
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.
Read full review

Quotes from Members

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

Pros

"The alerting features are good"
"The good thing is it integrates well with the Grafana dashboard. It comes with a UI where you see everything as a graph."
"Prometheus is a great solution for monitoring."
"It has lots of APIs and libraries to integrate with any kind of language."
"The solution is useful to collect huge metrics."
"The feature I found most valuable is the number of integrations. It is the industry standard for metrics."
"The most valuable feature is that we can receive information in different formats."
"The most valuable features of Prometheus are the many functions available. The functions are helpful for understanding the behavior of applications and infrastructure."
"The product’s scalability is valuable."
More Prometheus-AI Platform pros
 

Cons

"It's not easy for everyone."
"If you are not quite technical, it can be pretty hard to understand the way it works and how to query data in Prometheus."
"Its stability could be even better."
"The setup process could be more straightforward."
"The product must improve its documentation."
"I would like to see improvement in the analysis tools and customization features."
"The query language in Prometheus is an area of concern where improvements are required."
"Lacks the ability to clusterize."
"Prometheus can definitely improve its visualization. For example, the matrices represented in Prometheus do not have a very good visualization on their dashboard."
More Prometheus-AI Platform cons
 

Pricing and Cost Advice

Information not available
"My company uses the open-source version of the product."
"We have the open-source version, so we don't pay for it."
"This is an open-source solution."
"The solution is not expensive."
"It is an open-source tool."
"The solution is free of cost."
"Prometheus is an open-source solution."
"Prometheus is an open-source tool."
More Prometheus-AI Platform pricing and cost advice
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Top Industries

By visitors reading reviews
Transportation Company
16%
Retailer
11%
Computer Software Company
10%
Financial Services Firm
9%
Financial Services Firm
19%
Computer Software Company
12%
Manufacturing Company
8%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise8
Large Enterprise13
 

Questions from the Community

What needs improvement with Chronosphere?
It isn't very easy. It's not easy for everyone. It would be much easier if there could be a simpler version, like a data number version or an SQL version. It's hard to debug if you don't know the s...
See all answers
What is your primary use case for Chronosphere?
I work as a data engineer, and we have many streaming pipelines. We use Chronosphere to monitor various metrics, such as how much data our pipeline is processing in each batch, the volume of incomi...
See all answers
What advice do you have for others considering Chronosphere?
If you want to monitor pipelines and use something like Kafka or any streaming platform, Chronosphere is the best option for monitoring pipelines with real-time alerts. It is loosely coupled with y...
See all answers
What do you like most about Prometheus?
The most valuable feature of Prometheus is its ability to collect metrics.
See all answers
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.
See all answers
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.
See all answers
 

Comparisons

Datadog vs Chronosphere Logo
Datadog vs Chronosphere
Compared 16% of the time
Splunk Observability Cloud vs Chronosphere Logo
Splunk Observability Cloud vs Chronosphere
Compared 15% of the time
Cribl vs Chronosphere Logo
Cribl vs Chronosphere
Compared 9% of the time
Dynatrace vs Chronosphere Logo
Dynatrace vs Chronosphere
Compared 8% of the time
Grafana vs Chronosphere Logo
Grafana vs Chronosphere
Compared 7% of the time
More Chronosphere Competitors
Grafana vs Prometheus-AI Platform Logo
Grafana vs Prometheus-AI Platform
Compared 6% of the time
Dynatrace vs Prometheus-AI Platform Logo
Dynatrace vs Prometheus-AI Platform
Compared 6% of the time
Apache SkyWalking vs Prometheus-AI Platform Logo
Apache SkyWalking vs Prometheus-AI Platform
Compared 5% of the time
Amazon OpenSearch Service vs Prometheus-AI Platform Logo
Amazon OpenSearch Service vs Prometheus-AI Platform
Compared 5% of the time
SolarWinds Server and Application Monitor vs Prometheus-AI Platform Logo
SolarWinds Server and Application Monitor vs Prometheus-AI Platform
Compared 4% of the time
More Prometheus-AI Platform Competitors
 

Product Reports

Buyer's Guide
Application Performance Monitoring (APM) and Observability
January 2026
Chronosphere reportDownload Chronosphere product report
Buyer's Guide
Prometheus-AI Platform
January 2026
Prometheus-AI Platform reportDownload Prometheus-AI Platform product report
 

Also Known As

No data available
Utopia Data Quality
 

Overview

Chronosphere provides a robust platform for managing and monitoring cloud-native applications with features like real-time observability, incident management, and capacity planning. It offers scalable, detailed observability across complex systems, an intuitive interface, and cost-efficient resource management. Users report enhanced productivity, improved collaboration, and better decision-making, bolstering operational capabilities and organizational growth.

Chronosphere

Prometheus-AI Platform offers flexible solutions for collecting, visualizing, and comparing metrics, appreciated for its scalability, rich integrations, and open-source adaptability.

Prometheus-AI Platform provides a reliable framework for monitoring and analyzing metrics across diverse environments. With extensive API support, it supports data collection, querying, and visualization, integrating seamlessly with tools like Grafana. High availability, scalability, and lightweight configuration make it suitable for traditional and microservice environments, while community support enhances its utility. Though its query language and interface require improvements for better ease of use, and with calls for stronger integration options, the platform remains a leading choice for comprehensive metric analysis.

What are Prometheus-AI Platform's main features?
  • Flexibility: Adaptable to various environments and needs.
  • Grafana Integration: Enables detailed dashboard visualizations.
  • Scalability: Efficient in scaling to meet large data demands.
  • API Support: Extensive API capabilities for custom solutions.
  • Open-source: Community support and continual adaptation.
  • Lightweight Configuration: Simplifies deployment and management.
  • Query and Storage: Powerful capabilities for effective metric handling.
What benefits should users consider when evaluating Prometheus-AI Platform?
  • Performance Insights: Accurate metric analysis boosts performance tracking.
  • Comprehensive Monitoring: Offers full visibility into infrastructure and applications.
  • Customization: API and open-source flexibility for tailored solutions.
  • Community Support: Benefits from a broad support network.
  • Cost-effectiveness: Efficient handling of data reduces operational expenses.

Companies leverage Prometheus-AI Platform across various industries, utilizing it to monitor and analyze metrics from applications and infrastructure. It is extensively used in financial services and IT sectors for collecting, scraping logs, and monitoring Kubernetes deployments. Deployed both on-premise and in cloud environments like Azure and Amazon, it supports system and application metrics analysis, ensuring a comprehensive view for developers.

Prometheus Group
 

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
Buyer's Guide
Application Performance Monitoring (APM) and Observability
January 2026
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We monitor all Application Performance Monitoring (APM) and Observability reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.