Ethics & Transparency

Last updated: February 2026

What This Site Is

VibecodedThis is an independent aggregator. We pull together pricing, features, and capability data from official sources so developers can compare AI coding tools in one place instead of opening 33 tabs.

How We Handle Accuracy

Every pricing entry links to its official source with a verification date. Feature data comes from official documentation, changelogs, and public sources. We use many of these tools ourselves, but we don't claim to have personally tested all of them — our methodology page explains this in detail.

If we can't verify something, we leave it blank. A dash in our comparison tables means unknown, not unsupported.

No Scores — But We Recognize Excellence

We don't rank tools or assign numeric scores. Different tools fit different workflows, and our job is to put the facts side by side so you can decide. However, we do recognize exceptional tools with our Seal of Approval — reserved for tools we've tested extensively and believe are genuinely best-in-class. The seal is based on deep hands-on testing and does not affect how we present data, pricing, or comparisons for any tool.

Affiliate Links

Some links on this site are or will be affiliate links. If you sign up through one, we may earn a commission at no cost to you. This does not influence what data we show, how comparisons are structured, or which tools we cover. Free and open-source tools with no affiliate program get the same treatment as everything else. See our full affiliate disclosure.

Corrections

If you spot something wrong — an outdated price, a missing feature, an inaccurate claim — email us at [email protected] and we'll fix it.