Rankings

A professional market index

Every score is read against the distribution for a profession and seniority, not against an absolute scale.

Live rankings require the assessment engine and a verified cohort. The index below is the approved design demonstration for Senior Product Managers.

Benchmark

Compare yourself with the market

Every score is read against the distribution for your profession and seniority, not against an absolute scale. A 72 means something because 8,412 Senior Product Managers have sat the same tasks.

Senior Product Managers · index, September 2026
# Professional AI Score Percentile Std.
01 A. Kaufman 94 Top 1% v1.0
02 M. Devi 91 Top 1% v1.0
03 J. Lindqvist 86 Top 5% v1.0
Your example result 72 Top 21% v1.0
Level median 56 50% v1.0

Score distribution Senior Product Manager
Median 56 Top 25% — 69 Top 10% — 81 You — 72 0 100

Fig. 2 — Distribution of results, last twelve months

Median 56 · Top 25% 69 · Top 10% 81 · Top 1% 93