Free · attribution only · updated when tools are retested

Free test data for people who teach vibe coding

Coding schools, bootcamps, YouTubers, newsletter writers and course makers: use our real test results of Lovable, Bolt, Base44 and v0 in your lessons, videos and posts. Same prompt, free plans, screenshots of what broke. No sign-up, no fee.

Usage terms: free with attribution. Keep the "Source: VibeTierList, tested [date]" credit and a link back to vibetierlist.com. Don't edit scores, tiers or dates. Current data: test v1, tested 16 Oct 2026, one run per tool on free plans. Official tiers are pending our harder v2 test, so please say "tier pending" rather than calling any tool #1.

1. Live scoreboard (iframe)

2. Comparison chart (iframe)

3. PNG charts (for slides, thumbnails and newsletters)

4. Citation snippet

Raw data (JSON, CORS-enabled): /data/app-builders.json. Full results and screenshots: Lovable vs Bolt vs Base44 vs v0.

5. Image & press kit

Download press kit (.zip)

Includes the logo (SVG), social card, both PNG charts, the citation text, and the published test screenshots for each tool. Short description: VibeTierList tests AI tools hands-on with identical tasks and publishes the receipts: screenshots, what broke, time and cost. Payment never buys rank.

Want something custom?

Teaching a module or making a video and need a specific cut of the data, or early access to v2 results? Email [email protected]. It's free. Tools can also show their own result with the Agent-Tested badge.

FAQ

Is it really free?

Yes. Embeds, charts, data and the citation are free for coding schools, bootcamps, YouTubers, newsletters and course makers. The only condition is attribution with a link back.

Can I edit the scores or crop the credit?

No. Don’t change scores, tiers or dates, and keep the 'Source: VibeTierList, tested [date]' credit visible. You can resize, translate the surrounding text and add your own commentary.

Will the embed update?

Yes. The iframe reads our live results, so if a tool is retested your embed shows the new score and date automatically. PNGs are snapshots, so check the date on them.

Does anyone pay for placement?

No. Payment never buys rank. See our disclosures.

Disclosures · How we test