

Azure Monitor and Prometheus-AI Platform compete in the monitoring solutions category. Based on the data comparisons, Azure Monitor seems to hold the upper hand due to its advanced integration capabilities and stable infrastructure monitoring, though Prometheus-AI Platform excels in flexibility and cost-effectiveness as an open-source solution.
Features: Azure Monitor offers dynamic alerting, integration with Microsoft platforms, and advanced security recommendations. It provides stable infrastructure monitoring and comprehensive insights across cloud resources. Prometheus-AI Platform provides flexibility with its open-source nature, is widely used in Kubernetes environments, and offers extensive metric collection with robust community support.
Room for Improvement: Azure Monitor could improve hybrid deployment models and simplify user configurations, with enhanced visualization and integration with third-party services. Prometheus-AI Platform needs better visualization tools, a simpler setup for new users, and expanded documentation for easier querying.
Ease of Deployment and Customer Service: Azure Monitor is deployed across public and hybrid cloud environments, but customer service reviews suggest a need for improved responsiveness and technical expertise. Prometheus-AI Platform is favored for on-premise environments with public cloud support, though its open-source nature requires some users to navigate a learning curve, needing better-guided support.
Pricing and ROI: Azure Monitor users benefit from a pay-as-you-go model, offering flexibility but can become costly with high usage and log storage, providing good ROI with Azure integration. Prometheus-AI Platform offers a cost-effective solution with no direct licensing fees due to its open-source nature, making it affordable, especially for tech-savvy users managing in-house strategies.
Azure Monitor helps prevent impacts on their system.
Using open-source Prometheus saves me money compared to AWS native services.
Users end up getting no resolution from their team because they're outsourced vendors, and they don't have deeper expertise over any of the products they are referring to.
However, the second-line support is good.
I would rate the support for Azure Monitor as a seven.
Prometheus does not offer traditional technical support.
With APM, you can go heavy or you can go light. It just depends on what you want, what your use case is, and how reactive you want to be to system load or resilient to failure.
Azure Monitor is very scalable; there are no issues with scalability for different kinds of businesses.
Prometheus is scalable, with a rating of ten out of ten.
Azure Monitor is working fine, yet I face a costing issue as if there are a lot of logs collected in the workspace or in the center, it becomes very costly.
Deploying it on multiple instances or using Kubernetes for automatic management has enhanced its stability.
The challenges with Azure Monitor are that it's initially complex to set up because you need multiple components.
My perspective is more based on an Application Insights agent running on a service or an app service and sending the telemetry via the agent, and also doing the filtering of telemetry at the agent level so you are not having a ton of telemetry.
If Azure Monitor can independently add one gigabyte, two gigabytes, or five gigabytes at least to log storage, I can fix the logs without syncing with Log Analytics Workspace and Sentinel.
When I export logs into the application, workspace, log analytic workspace, and into Sentinel to read reports, I need to add storage, which increases the cost.
Prometheus is cost-effective for me as it is free.
I also appreciate the ability to measure feature activity, see what types of devices they are on, follow specific use cases, and measure the amount of traffic going to a particular application.
Azure Monitor full stack visibility in managing applications' health helps with APM, infrastructure monitoring, multi-cloud monitoring, security and compliance monitoring, and DevOps and automation monitoring.
Resource monitoring is essential.
It allows me to save money by avoiding costs associated with AWS native services like CloudWatch or Amazon Prometheus.
| Product | Market Share (%) |
|---|---|
| Azure Monitor | 3.3% |
| Dynatrace | 6.6% |
| Datadog | 5.5% |
| Other | 84.6% |
| Product | Market Share (%) |
|---|---|
| Prometheus-AI Platform | 1.8% |
| IBM Maximo | 16.0% |
| Oracle Enterprise Asset Management | 7.8% |
| Other | 74.4% |


| Company Size | Count |
|---|---|
| Small Business | 23 |
| Midsize Enterprise | 7 |
| Large Enterprise | 29 |
| Company Size | Count |
|---|---|
| Small Business | 13 |
| Midsize Enterprise | 8 |
| Large Enterprise | 13 |
Azure Monitor is a comprehensive monitoring solution offered by Microsoft Azure. It provides a centralized platform for monitoring the performance and health of various Azure resources, applications, and infrastructure.
With Azure Monitor, users can gain insights into the availability, performance, and usage of their applications and infrastructure. The key features of Azure Monitor include metrics, logs, alerts, and dashboards. Metrics allow users to collect and analyze performance data from various Azure resources, such as virtual machines, databases, and storage accounts.
Logs enable users to collect and analyze log data from different sources, including Azure resources, applications, and operating systems. Azure Monitor also provides a robust alerting mechanism that allows users to set up alerts based on specific conditions or thresholds. These alerts can be configured to notify users via email, SMS, or other notification channels. Additionally, Azure Monitor offers customizable dashboards that allow users to visualize and analyze their monitoring data in a personalized and intuitive manner.
Azure Monitor integrates seamlessly with other Azure services, such as Azure Automation and Azure Logic Apps, enabling users to automate actions based on monitoring data. It also supports integration with third-party monitoring tools and services, providing flexibility and extensibility.
Overall, Azure Monitor is a powerful and versatile monitoring solution that helps users gain deep insights into the performance and health of their Azure resources and applications. It offers a wide range of features and integrations, making it a comprehensive solution for monitoring and managing Azure environments.
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?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.
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