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Test Reader

Your thumbnail test numbers, turned into a decision

Thumbnail A/B Test Analyzer

Write your brief

Sample result, from a real run

Made from this brief: YouTube A/B test (Test & Compare), video 'The quietest NAS I've ever built', ran 11 days, 3 thumbnail variants. Variant A (control): 68,410 impressions, 4,120 clicks, 6.02% CTR, average view duration…

The Numbers

VariantImpressionsClicksCTR
A68,4104,1206.02%
B67,9804,6906.90%
C68,1503,5405.19%

Verdict: Real

  • Winner: B at 6.90%
  • Gap: 0.88 percentage points (14.6% relative)
  • z = 4.29 against a 1.96 threshold at 95% confidence
  • Sample floor: cleared

The test shows a real difference between the variants. Variant B, with a face and an arrow, performed better than the control, Variant A, despite the channel's historical hostility to face-and-arrow thumbnails.

What would settle it

Nothing - this one is settled.

Benchmark

6.90% CTR is a strong performance, meaning the thumbnail is effective at enticing viewers to click, especially considering the channel's baseline CTR of 5.1%. This suggests that the thumbnail style used in Variant B could be a good direction for future videos.

Required

One line per thumbnail. Paste it straight out of YouTube Studio: "A: 2847 impressions, 312 clicks". CTR percentages alone are not enough: we need the raw counts to tell a real difference from noise.

Required

How it works

  1. Add your impressions and clicks per variant

    One line per thumbnail. Paste it straight out of YouTube Studio: "A: 2847 impressions, 312 clicks". CTR percentages alone are not enough: we need the raw counts to tell a real difference from noise.

  2. We draft it

    The app works through its steps and hands back:

    • Test Readout
    • Diagnosis
    • Next Tests
  3. Refine and export

    Change the brief and run it again, or open the full run to read, copy and download each file.

Questions

What is a credit?

The unit a run is priced in. Each app has a fixed price in credits, shown on its Generate button, and a run costs exactly that. Nothing is metered by length or time.

Am I charged if a run fails?

No. Starting a run holds the credits rather than spending them. The hold becomes a charge only when the run succeeds; a failed or cancelled run releases it.

Can I edit the brief and run it again?

Yes. Change any input and press Generate again, or open an earlier run and choose Adjust and run again to start from a copy of its brief. Uploaded files need attaching again. Each run is new and costs the applet's price; the earlier run stays as it was.

Where are my results kept?

Every run you start is listed under Your runs at /create/runs. Each one opens its own page, where you can read, copy and download the files it produced.