Software Alternatives, Accelerators & Startups

Google Cloud Monitoring VS Graphite

Compare Google Cloud Monitoring VS Graphite and see what are their differences

Google Cloud Monitoring logo Google Cloud Monitoring

Gain visibility into the performance, uptime, and overall health of cloud-powered apps on Google Cloud and other cloud or on-premises environments.

Graphite logo Graphite

Graphite is a highly scalable real-time graphing system.
  • Google Cloud Monitoring Landing page
    Landing page //
    2023-08-01
  • Graphite Landing page
    Landing page //
    2021-10-13

Google Cloud Monitoring features and specs

  • Integration with Google Cloud Platform
    Google Cloud Monitoring offers seamless integration with other Google Cloud services, allowing for unified monitoring and easy setup for users already using Google Cloud products.
  • Comprehensive Metrics and Alerts
    It provides a wide range of metrics and customizable alerts, enabling users to closely monitor their applications and systems for any issues and take proactive measures.
  • Custom Dashboards
    Users can create custom dashboards to visualize important metrics in a way that makes sense for their specific needs, enhancing the ability to quickly spot trends and anomalies.
  • Scalability
    The platform is designed to scale easily, handling the needs of both small applications and large, complex systems without a loss in performance or manageability.
  • Built-In Logging and Tracing
    Google Cloud Monitoring integrates with Google Cloud Logging and Cloud Trace, providing deeper insights by correlating logs and traces with metrics.

Possible disadvantages of Google Cloud Monitoring

  • Complexity for New Users
    For users who are not already familiar with Google Cloud Platform, the initial learning curve can be quite steep due to the vast array of features and settings.
  • Cost
    While there is a free tier, the pricing can become expensive as usage grows, especially for larger deployments that require advanced features and more data processed.
  • Limited Third-Party Integrations
    Compared to some dedicated monitoring solutions, Google Cloud Monitoring may have fewer integrations with third-party services and tools, which can be a limitation for some users.
  • Regional Availability
    Some features may have limited availability depending on the region, which could affect users operating in locations where certain services are not fully supported.
  • Potential for Information Overload
    Due to the comprehensive range of metrics and notifications, users may find themselves overwhelmed with information if dashboards and alerts are not carefully configured.

Graphite features and specs

  • Scalability
    Graphite is designed for high performance and can handle large volumes of time-series data, making it suitable for scaling up as data grows.
  • Flexibility
    Graphite offers a flexible schema, allowing users to define their own metrics and naming conventions that best suit their monitoring needs.
  • Integration
    Graphite integrates easily with a variety of data sources and visualization tools such as Grafana, making it a versatile option for many monitoring setups.
  • Open Source
    Being an open-source tool, Graphite has a strong community for support and contributions, and it is also free to use without licensing costs.
  • Customizability
    Graphite allows for extensive customization of dashboards and visualization options, providing users with many ways to view and interpret their data.

Possible disadvantages of Graphite

  • Complex Setup
    The initial setup and configuration of Graphite can be complex and time-consuming, often requiring in-depth knowledge of the system.
  • Performance Issues
    While Graphite is designed for high performance, it can sometimes struggle with write-heavy loads and may require additional setup to maintain efficiency.
  • High Resource Consumption
    Graphite can consume significant system resources, especially disk I/O and CPU, which might be a concern for environments with limited resources.
  • Limited Built-in Visualization
    The native Graphite-web UI is considered less feature-rich compared to more modern tools like Grafana, which may necessitate additional tools for better visualization.
  • Maintenance Overhead
    Due to its complexity and resource needs, maintaining Graphite can involve a significant overhead, particularly in larger or more dynamic environments.

Analysis of Graphite

Overall verdict

  • Graphite (graphiteapp.org) is generally considered a good tool for real-time graphing of time-series data.

Why this product is good

  • Graphite is appreciated for its powerful and flexible graphing capabilities, scalability, and open-source nature. It's widely used for monitoring and visualization due to its robust ecosystem and the ability to handle large amounts of data efficiently.

Recommended for

    Graphite is recommended for developers, system administrators, and IT professionals who need to monitor and visualize time-series data, particularly those working in environments with large-scale data monitoring needs.

Google Cloud Monitoring videos

Cloud Monitoring in a minute

More videos:

  • Tutorial - How to Get Started with Google Cloud Monitoring

Graphite videos

Review: Samson Graphite 49 & Graphite 25 | Audio Mentor

More videos:

  • Demo - Faber-Castell 9000 graphite pencil review and tiger demo - w/ Lachri
  • Review - Graphite pencil brand review

Category Popularity

0-100% (relative to Google Cloud Monitoring and Graphite)
Dev Ops
100 100%
0% 0
Monitoring Tools
13 13%
87% 87
Website Builder
0 0%
100% 100
Cloud Monitoring
100 100%
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Google Cloud Monitoring and Graphite

Google Cloud Monitoring Reviews

We have no reviews of Google Cloud Monitoring yet.
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Graphite Reviews

The 10 Best Nagios Alternatives in 2024 (Paid and Open-source)
Although Graphite's UI might not be the most impressive, it seamlessly integrates with Grafana for improved visualizations. It's important to note that Graphite itself doesn't collect data directly; instead, applications need to be configured to send data to Graphite. Carbon then listens for this data and forwards it to Whisper, where it is stored in time series format on...
Source: betterstack.com
4 Best Time Series Databases To Watch in 2019
Graphite is a even more established and very widely used time series database system. Graphite is a powerful monitoring tool that store numeric time series data and display them on demand via its Graphite-web interface at a fair speed. Graphite is most of the time used as a system, network and application performance metric store. Big companies such as Booking.com, Reddit...
Source: medium.com

Social recommendations and mentions

Based on our record, Graphite should be more popular than Google Cloud Monitoring. It has been mentiond 14 times since March 2021. 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.

Google Cloud Monitoring mentions (7)

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Graphite mentions (14)

  • The Database Zoo: Time Series Databases
    Graphite: Focused on simple metrics collection and visualization, widely used in DevOps monitoring. - Source: dev.to / 14 days ago
  • 11 Most Popular Tools for Logging and Monitoring API Calls
    Graphite is an open source monitoring and logging system that utilizes a push-based design architecture. What this means is that Graphite allows services to push their API logs into a component called Graphite Carbon, which is then stored in a database for later deep introspection and transformation. Prometheus, another open-source monitoring toolkit designed for cloud-native applications, is often used alongside... - Source: dev.to / 6 months ago
  • Graphite: Node-based, non-destructive, procedural 2D vector editor
    Not to be confused with: https://graphiteapp.org/ (Time Series DB) https://graphite.dev/ (Code review suite). - Source: Hacker News / 7 months ago
  • Top 10 Prometheus Alternatives in 2024 [Includes Open-Source]
    Graphite is a time-series data storage and retrieval tool that can complement or replace Prometheus in certain scenarios. - Source: dev.to / 12 months ago
  • The Rise of Open Source Time Series Databases
    Graphite[1] has interesting plugin ecosystem like Grafana[2] & has been around since 2009. Architecture of Open Source Applications book[3] has done a nice overview of the architecture. I really like how it reuses linux filesystem as data store, making archiving very simple. [1]: https://graphiteapp.org/. - Source: Hacker News / about 1 year ago
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What are some alternatives?

When comparing Google Cloud Monitoring and Graphite, you can also consider the following products

Amazon CloudWatch - Amazon CloudWatch is a monitoring service for AWS cloud resources and the applications you run on AWS.

Prometheus - An open-source systems monitoring and alerting toolkit.

Cortex Project - Horizontally scalable, highly available, multi-tenant, long term Prometheus.

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

Google Cloud Functions - A serverless platform for building event-based microservices.

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.