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Public aggregate data

Series 7 Exam Difficulty Report: What Practice Data Shows

This report measures aggregate practice performance against a checked-in bank of 1,565 Series 7 questions. It distinguishes answer records from distinct users and withholds rankings that do not meet both thresholds. Practice data through 2026-07-31; report generated 2026-08-03T00:39:07.364Z.

Answer records analyzed
826

Individual answers, not people or exam attempts.

Distinct users
8

Counted only to describe sample breadth.

Overall miss rate
16.5%

Wrong answers divided by analyzed answer records.

Questions with data
613

0 meet the public ranking threshold.

Hardest qualifying Series 7 sections

Each section needs 30+ answer records from at least 5 distinct users.

Authored difficulty versus observed performance

Authored easy
15.4%
234 answer records · 7 distinct users
Authored medium
14.9%
410 answer records · 8 distinct users
Authored hard
21.4%
182 answer records · 7 distinct users
Aggregate data exists, but no topic or question yet clears the public sample thresholds. We withhold thin rankings instead of turning noise into a leaderboard.

Methodology and limitations

Computed from aggregate Lucky the Banker practice-answer records joined to the checked-in Series 7 question bank. Answer records and distinct users are reported separately. Rankings require at least 10 answer records and 5 distinct users per question, or 30 answer records and the same user minimum per topic or section. Rows without a user ID, rows not matching the current question bank, and configured internal or QA accounts are excluded. No names, emails, user IDs, session histories, or per-user results are published. Small samples are withheld, not extrapolated.

This is LTB practice-platform data, not a representative sample of every candidate and not an official pass-rate study. A miss rate describes this dataset only; it does not predict an individual candidate’s exam outcome.