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Education & Reference

Dumqa

Last updated 2026-06-25 · benchmark checked 2026-08-09 · unchanged since 2026-08-08 — deterministic & reproducible

Dumqa generates personalized prep plans for job interviews and certifications.

96/100
Legit Benchmark — the simple average of 7 measured frames. Frames we could not measure are left out of the average, never counted as zero. Every frame is shown below with its evidence.

Is Dumqa production-ready?

Legit.Show scores Dumqa 96 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Dumqa (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Security; its weakest is Performance. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

What we measured

Who it's for

Job candidates preparing for tech interviews · Certification exam takers · Professional developers · Career changers · Students

Pricing

Free tier available; Pro plan $9.99/mo (monthly, via App Store or Google Play)

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