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Eyer AI VS Prometheus

Compare Eyer AI VS Prometheus and see what are their differences

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Eyer AI logo Eyer AI

Transforming IT Operations with AI-driven Observability

Prometheus logo Prometheus

An open-source systems monitoring and alerting toolkit.
  • Eyer AI
    Image date //
    2024-03-01

Eyer is an innovative AI observability and AIOps platform poised to revolutionize IT operations by seamlessly integrating into your existing technology ecosystem via open APIs. Eyer's cloud-hosted and headless architecture empowers organizations to automatically detect abnormal behavior in real-time from the time series data ingested, facilitating proactive insights to enhance system availability. Through its open APIs, Eyer enables effortless ingestion of performance data from any system, while also providing seamless integration with popular third-party tools such as Grafana, Boomi, and Power BI to drive actionable insights and optimize operational efficiency. With support for open-source metrics agents like Influx Telegraf and Prometheus, Eyer offers unmatched flexibility in data ingestion, enabling organizations to adapt and thrive in dynamic IT landscapes.

  • Prometheus Landing page
    Landing page //
    2021-10-13

Eyer AI features and specs

  • Automatic anomaly detection
  • Seamless integration
  • AI-powered insights

Prometheus features and specs

  • Powerful Query Language
    Prometheus uses PromQL, a flexible and powerful query language that allows for complex and detailed queries.
  • Dimensional Data Model
    Prometheus employs a multidimensional data model with time series data identified by metric name and key-value pairs, offering great flexibility in data organization.
  • Auto-Discovery
    It supports service discovery mechanisms to automatically locate and scrape metrics from jobs, simplifying the monitoring process.
  • Alerting
    Prometheus includes built-in alerting capabilities that allow you to trigger alerts based on PromQL queries, which can be integrated with different alert management systems.
  • Scalability
    Its architecture, which uses independent single servers, scales well, allowing you to handle a large number of time series efficiently.
  • Open Source
    Prometheus is open-source and supported by a large community, offering transparency, regular updates, and numerous integrations.
  • Easy Integration
    Thanks to its compatibility with various data exporting standards and a myriad of existing exporters, integrating Prometheus into existing systems is streamlined.

Possible disadvantages of Prometheus

  • Single Points of Failure
    Prometheus instances operate independently, meaning that if a server goes down, the metrics it monitored will be unavailable unless replicated manually.
  • Storage Overhead
    Prometheus can consume significant storage, especially for high-resolution time series data, which might necessitate careful planning and management.
  • Limited Long-Term Storage
    By default, Prometheus is not designed for long-term storage of metrics and may require integration with other systems like Thanos or Cortex for this purpose.
  • Complexity for Beginners
    The sheer number of features and the complexities associated with PromQL can present a steep learning curve for newcomers.
  • Scaling Write Operations
    In high-scale environments, write operations might become a bottleneck due to the single-server nature of the Prometheus architecture.
  • Lack of Native High Availability
    While Prometheus supports running multiple instances, it does not provide built-in high availability features out-of-the-box, necessitating additional configurations.
  • No Built-in Authentication and Authorization
    Prometheus lacks native support for secure authentication and authorization, which means these features must be externally managed.

Analysis of Prometheus

Overall verdict

  • Prometheus is highly regarded for its robustness, versatility, and efficiency in monitoring and alerting tasks, especially within cloud-native environments.

Why this product is good

  • Prometheus is a powerful open-source monitoring and alerting toolkit designed for reliability and scalability.
  • It excels at time-series data collection and querying, making it ideal for infrastructure and application monitoring.
  • Prometheus has a flexible query language, PromQL, which allows users to extract and manipulate data effectively.
  • The tool is widely adopted in the industry and has a strong community-driven ecosystem, ensuring consistent updates and support.
  • It integrates seamlessly with many other systems and services, such as Kubernetes, making it versatile across various environments.

Recommended for

  • Organizations seeking a reliable monitoring solution for dynamic cloud environments, such as Kubernetes.
  • Teams that require real-time alerting and data visualization capabilities.
  • Developers and DevOps professionals interested in leveraging a mature and active open-source monitoring tool.
  • Businesses aiming to monitor diverse and large-scale infrastructures with a flexible query system.

Eyer AI videos

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Prometheus videos

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How Prometheus Monitoring works | Prometheus Architecture explained

Category Popularity

0-100% (relative to Eyer AI and Prometheus)

Eyer AI

Prometheus

Developer Tools
100 100%
Developer Tools
0% 0
Monitoring Tools
0 0%
Monitoring Tools
100% 100
Observability
100 100%
Observability
0% 0
Log Management
0 0%
Log Management
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Eyer AI and Prometheus

Eyer AI Reviews

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Prometheus Reviews

The 10 Best Nagios Alternatives in 2024 (Paid and Open-source)
The 10 Best Prometheus Alternatives 2024 Prometheus is one of the most well-known open-source monitoring tools out there. But is it right for you? Check out these Prometheus alternatives to find out.
Source: betterstack.com
Top 11 Grafana Alternatives & Competitors [2024]
Under the hood, Grafana is powered by multiple tools like Loki, Tempo, Mimir & Prometheus. SigNoz is built as a single tool to serve logs, metrics, and traces in a single pane of glass. SigNoz uses a single datastore - ClickHouse to power its observability stack. This makes SigNoz much better in correlating signals and driving better insights.
Source: signoz.io
GCP Managed Service For Prometheus vs. Levitate | Last9
Levitate is up to 30X cost-efficient compared with Google Managed Prometheus. This is possible because of warehousing capabilities such as data tiering, streaming aggregations, and cardinality controls, making it a much superior choice to Google Managed Prometheus.
Source: last9.io
The Best Open Source Network Monitoring Tools in 2023
Description: Prometheus is an open source monitoring solution focused on data collection and analysis. It allows users to set up network monitoring capabilities using the native toolset. The tool is able to collect information on devices using SNMP pings and examine network bandwidth usage from the device perspective, among other functinos. The PromQL system analyzes data...
Source: solutionsreview.com
10 Best Linux Monitoring Tools and Software to Improve Server Performance [2022 Comparison]
Prometheus and Grafana are used together as an open-source monitoring and alerting solution with support for Linux servers. Prometheus mainly collects the Linux hardware and OS metrics exposed by *nix kernel and then stores as time-series data, using a pull model over HTTP. You can find metrics information in a multi-dimensional data model of the timestamped metrics (i.e.,...
Source: sematext.com

Social recommendations and mentions

Based on our record, Prometheus seems to be a lot more popular than Eyer AI. While we know about 278 links to Prometheus, we've tracked only 4 mentions of Eyer AI. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Eyer AI mentions (4)

  • What is an F1 score?
    Lastly, check out Eyer for an F1 score-approved, AI-powered anomaly detection tool to monitor your systems. - Source: dev.to / 8 months ago
  • The role of baselines in anomaly detection
    While "baseline" might seem like a simple reference point, it is the foundation upon which many crucial models and their results are built. Anomaly detection tools like Eyer use baselines to determine if a data point's behavior is anomalous and to gauge the extent of the anomaly. This discernment sets the stage for proactive monitoring and timely intervention, ensuring system reliability and performance. - Source: dev.to / 11 months ago
  • Observability with Grafana and Eyer
    To gain AI-powered insights and visualization for your Boomi integration, check the Eyer website and join the Discord community for more information and support. - Source: dev.to / 12 months ago
  • How to sync your MySQL database with Salesforce in Docker using Boomi
    iPaaS systems like Boomi shine even brighter thanks to their intuitive and user-friendly interfaces. These solutions simplify integration with third-party applications, like Salesforce for customer management and Eyer for complete visibility. No matter how complex the integrations become, iPaaS platforms like Boomi empower us to achieve our goals without compromise. In other words, we can leverage the power of... - Source: dev.to / about 1 year ago

Prometheus mentions (278)

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What are some alternatives?

When comparing Eyer AI and Prometheus, you can also consider the following products

Boomi - The #1 Integration Cloud - Build Integrations anytime, anywhere with no coding required using Dell Boomi's industry leading iPaaS platform.

Grafana - Data visualization & Monitoring with support for Graphite, InfluxDB, Prometheus, Elasticsearch and many more databases

FieldFX - Salesforce Customer Secure Login Page. Login to your Salesforce Customer Account.

Datadog - See metrics from all of your apps, tools & services in one place with Datadog's cloud monitoring as a service solution. Try it for free.

Zabbix - Track, record, alert and visualize performance and availability of IT resources

Flagsmith - Flagsmith lets you manage feature flags and remote config across web, mobile and server side applications. Deliver true Continuous Integration. Get builds out faster. Control who has access to new features. We're Open Source.

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