Usage AI
ProsperOps
CloudZero
Cloudability
MarginDash
Zesty
Pump
Cast.ai
CloudFix
ProsperOps
Cloudability
Spot.io
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Zesty
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VMware Tanzu CloudHealth
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.
CloudFix scans your AWS accounts, identifies cost savings opportunities, and automatically implements fixes around the clock. Unlike tools that just show you where to save, CloudFix does the work โ applying AWS-recommended, non-disruptive fixes across EC2, EBS, S3, RDS, Lambda, and more. Fixes applies vis AWS Systems Manager, so you're always in control
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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.
CloudFix's answer:
Most AWS cost optimization tools show you where to save, CloudFix actually does the saving. It automatically implements AWS-recommended fixes across your accounts, 24/7, without requiring manual intervention. Every fix follows AWS best practices, is non-disruptive, and goes through AWS SSM so you stay in control. Savings compound over time rather than being a one-off result.
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.
CloudFix's answer:
CloudFix is the only platform that combines continuous automated fix execution with full approval control via AWS Change Manager. Tools like ProsperOps, Cloudability, and CloudZero identify savings opportunities but CloudFix implements them. It covers 50+ AWS advisories per week across compute, storage, networking, and database services, and delivers 15โ60% savings per AWS service.
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.
CloudFix's answer:
Engineering and FinOps teams at mid-to-large enterprises running significant AWS workloads typically $80K+ in monthly AWS spend. CloudFix suits companies using multiple AWS services who want ongoing cost optimization without dedicating engineering resources to manually track and implement AWS advisories.
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.
CloudFix's answer:
CloudFix was built by the team behind one of AWS's largest customers, managing 120+ SaaS products across thousands of AWS accounts. Keeping costs optimized at that scale without breaking anything was a constant challenge. They built CloudFix internally to automate it, proved it cut costs by 10โ20%, and turned it into a product.
Usage AI's answer
Primary technologies used by Usage.ai:
CloudFix's answer:
CloudFix is built natively on AWS. It uses AWS CloudFormation for deployment, AWS Cost and Usage Reports (CUR) and CloudWatch Metrics for analysis, and AWS Systems Manager to orchestrate and control fix execution. IAM roles handle secure, read-only cross-account access with no long-term credentials.
CloudFix's answer:
Based on our record, Usage AI seems to be more popular. It has been mentiond 3 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.
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
+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
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 / over 4 years ago
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