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Productivity

Google

Last updated 2026-08-03 · benchmark measured 2026-09-25 — deterministic & reproducible

Google NotebookLM is a note-taking and research tool powered by Google AI.

57/100
7/7 frames
Top 94% of 13,829 measured · #19 of 19 in academic research assistant
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.
Checked 2026-09-25 · scores move as sites change

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Legit.Show scored Google 57/100 on 2026-09-25, measured across all 7 frames from its public surface. legit.show/s/notebooklm-google-com/2026-09-25

Is Google production-ready?

Legit.Show scores Google 57 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Google (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Accessibility; its weakest is Security. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

What we measured

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See how Google ranks among tested academic research assistant products →

Other tested academic research assistant products