Easy ML for Java
Plainstack Teardown
CloudZero
Vantage
nOps
Antimetal
Infracost
Kubecost
AWS CloudCost
Plainstack Teardown reads an AWS Cost Explorer export and shows you where the money is actually going: over-provisioned compute, NAT Gateway charges hiding inside "EC2 — Other", Multi-AZ on databases that don't need it, storage with no lifecycle rules, log retention set to never expire, and steady workloads still paying on-demand rates.
Everything runs in your browser. The file is never uploaded, there is no signup, and no email is required — you can disconnect from the internet after the page loads and it still works.
Findings are pattern-based estimates rather than measurements, so every figure is shown as a range.
No features have been listed yet.
Plainstack Teardown's answer:
Plainstack Teardown is newly launched and we're not naming customers yet.
Plainstack Teardown's answer:
Engineering leaders at small and mid-sized software companies — CTOs, VPs of Engineering, heads of platform or infrastructure, and technical co-founders.
Typically 10–100 people, running on AWS, spending somewhere between $5,000 and $50,000 a month, with nobody whose actual job is watching the bill. Large enough that the waste is real money; small enough that there's no dedicated FinOps function to catch it.
Plainstack Teardown's answer:
It runs entirely in your browser. Your billing export is never uploaded, never transmitted and never stored — you can disconnect from the internet after the page loads and it still works.
Every other tool in this category wants you to connect your AWS account or hand over an email before it shows you anything. This shows you the answer first and asks for nothing at all.
It's also diagnostic rather than descriptive: it doesn't just report what you spent, it names the specific patterns behind it — NAT Gateway charges hiding inside "EC2 — Other", Multi-AZ on databases that don't need it, storage with no lifecycle rules, steady workloads still on on-demand rates.
Plainstack Teardown's answer:
Honestly, for most teams it isn't an either/or — it's a first look.
CloudZero, Vantage and nOps are platforms: you connect an account, onboard, and pay monthly for ongoing visibility. If you need continuous cost monitoring across a large estate, that's what you should buy.
This is for the moment before that. Two seconds, no signup, no sales call, no connecting anything to your account. You find out whether there's anything worth chasing, and if there isn't, you've lost two seconds instead of a demo call and a trial.
It's free, and it stays free.
Plainstack Teardown's answer:
Plainstack runs flat-rate AWS cost audits. Doing that work, the same handful of problems turned up in account after account — the same services over-provisioned, the same settings left at defaults, the same things switched on for a launch and never switched off.
None of it needed a consultant to spot. It just needed someone to look.
So we built the free version of the first hour of an audit and put it in the browser, with no signup and nothing uploaded, because asking someone to hand over their billing data to find out whether they have a problem is a strange thing to require.
Plainstack Teardown's answer:
Next.js, React and TypeScript, styled with Tailwind CSS, deployed on Vercel.
The analysis itself is plain client-side JavaScript — there is no backend, no database and no server-side processing of your file, which is what makes the privacy claim structural rather than a promise.