Software Alternatives, Accelerators & Startups

Graphite VS Usage AI

Compare Graphite VS Usage AI and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Graphite logo Graphite

Graphite is a highly scalable real-time graphing system.

Usage AI logo Usage AI

Usage's Automated Reserved Instance Manager buys/sells Flex RIs(3-yr-no-upfront RIs under the hood) to maximize your coverage and minimize your compute spend - up to a maximum 57% savings!
  • Graphite Landing page
    Landing page //
    2021-10-13
Not present

Usage.ai is an automated cloud cost optimization platform designed to help companies reduce infrastructure spending across AWS environments. The platform focuses on optimizing commitment-based pricing such as AWS Savings Plans and Reserved Instances.

Instead of manually forecasting infrastructure usage and purchasing commitments, Usage.ai continuously analyzes real-time cloud consumption and automatically manages commitments to maximize savings while minimizing the risk of unused capacity.

Engineering and FinOps teams use Usage.ai to improve their effective savings rate, reduce manual cloud cost management work, and gain better visibility into infrastructure efficiency.

By automating commitment purchasing and optimization, Usage.ai helps organizations achieve predictable cloud savings while allowing engineering teams to focus on building products instead of managing cloud pricing complexity.

Usage AI

Website
usage.ai
$ Details
free
Platforms
AWS Azure GCP
Startup details
Country
United States
State
New York
Founder(s)
Kaveh Khorram
Employees
50 - 99

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.

Usage AI features and specs

  • Cost Optimization
    Usage AI helps businesses optimize their cloud spending by analyzing usage patterns and providing actionable recommendations. This can lead to significant cost savings, especially for organizations with complex cloud environments.
  • Automated Recommendations
    The platform provides automated suggestions for optimizing cloud usage, making it easier for users to implement best practices without extensive manual analysis.
  • Comprehensive Reporting
    Usage AI offers detailed reports and insights into cloud usage, which can help organizations understand their spending patterns and areas for potential improvement.
  • Customizable Alerts
    Users can set up alerts for specific usage patterns or costs, allowing them to proactively manage spending and avoid unexpected charges.

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.

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

Usage AI videos

No Usage AI videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Graphite and Usage AI)
Developer Tools
100 100%
0% 0
Cloud Cost Optimization
0 0%
100% 100
Monitoring Tools
93 93%
7% 7
Productivity
0 0%
100% 100

Questions & Answers

As answered by people managing Graphite and Usage AI.

What makes your product unique?

Usage AI's answer:

Usage.ai automates cloud commitment management with AI, continuously optimizes savings across AWS, Azure, and GCP, and protects customers with Insured Commitments that reduce the risk of underutilized commitments.

Why should a person choose your product over its competitors?

Usage AI's answer:

Usage.ai doesn't just recommend savings - it automatically purchases, manages, and optimizes cloud commitments, backed by Insured Commitments that reduce financial risk and maximize long-term savings.

How would you describe the primary audience of your product?

Usage AI's answer:

Usage.ai is built for DevOps, FinOps, Cloud Architects, Engineering leaders, and IT decision-makers who want to reduce cloud costs across AWS, Azure, and GCP without manual commitment management.

What's the story behind your product?

Usage AI's answer:

Usage.ai was founded in 2020 after its founder saw companies either overpaying for cloud infrastructure or avoiding long-term cloud commitments because of the financial risk. The company set out to make cloud savings automatic, risk-free, and easy, helping businesses save without code changes or lock-in.

Which are the primary technologies used for building your product?

Usage AI's answer:

Primary technologies used by Usage.ai:

  • Artificial Intelligence (AI) for commitment sizing and optimization
  • Machine Learning for usage analysis and savings recommendations
  • Cloud billing APIs from AWS, Azure, and GCP
  • Cloud cost analytics for spend, utilization, and commitment tracking
  • Automation for purchasing and managing cloud commitments
  • Secure billing-layer integrations with no code or infrastructure changes required

User comments

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Reviews

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

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

Usage AI Reviews

We have no reviews of Usage AI yet.
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Social recommendations and mentions

Based on our record, Graphite should be more popular than Usage AI. It has been mentiond 16 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.

Graphite mentions (16)

View more

Usage AI mentions (3)

  • Stop bleeding money on cloud infrastructure
    Thanks for sharing your project! Cloud costs have gotten ridiculously out of control (an Andreessen Horowitz report estimates that the excess cost of public cloud is $500 billion per year [1]) and it's great to see more projects tackling this problem. I'm curious to see if you plan on implementing automation, or if the tool is focused on recommendations? We've built a tool at Usage.AI that automatically buys and... - Source: Hacker News / about 4 years ago
  • Comparing Bandwidth Costs of Amazon, Google and Microsoft Cloud Computing (2017)
    +1 on WalterGR's question. Google Cloud recently hiked prices (again), doubling prices for some of its services [1], though Amazon has a better track record of keeping prices steady (or even reducing them) [2]. There are also newer innovations that aren't discussed in that comparison, like Google's Commited Use Discounts and Azure Reserved VM Instances (their answers to Amazon's Reserved Instances). If you're... - Source: Hacker News / about 4 years ago
  • Show HN: Usage, Cut your AWS Bill by 50%+ in 5 Minutes
    FYI, you didn't provide a clear link or anything. Just the privacy policy in footer. Looks like it is this: https://usage.ai. - Source: Hacker News / about 4 years ago

What are some alternatives?

When comparing Graphite and Usage AI, you can also consider the following products

CodeRabbit - Unleash AI on Your Code Reviews with CodeRabbit

ProsperOps - Cost optimization tools and expertise from the creators of AWS' largest Managed Service Provider. Our customers increase savings an average of 34%.

GitHub - Originally founded as a project to simplify sharing code, GitHub has grown into an application used by over a million people to store over two million code repositories, making GitHub the largest code host in the world.

CloudFix - CloudFix is the automatic, always-running way to optimize AWS cost and performance.

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

CloudZero - The worldโ€™s leading cloud cost optimization platform. Allocate 100% of your cloud spend to identify savings opportunities.