What we measure
- Exam facts
- Fee details, candidate groups, formats, and timing are attributed to administering organizations.
- Study materials
- Prices, access, tools, and limitations come from exact linked product pages.
- Difficulty
- Structural demands and outcomes are separate. No reviewed difficulty score is assigned.
Outcome definitions
Numeric rates retain their group, period, and source. Admissions scores, missing rates, and CPA section outcomes remain distinct. We do not average or multiply section rates to predict pathway completion.
Cost and time definitions
Prices retain their scope: section, complete exam, early registration, or member fee. Timing distinguishes testing content, maximum sessions, full appointments, and separate sections.
Preparation review criteria
Our prep guides rank exam-specific alternatives using published product information, with a reason and tradeoff for each recommendation. Publisher-selected placements are labeled. Read the prep ranking method. Independent quality scores would require paid-product access, material samples, and qualified reviewers.
Our current rankings use documented product features and practical fit. We do not turn advertised question counts, testimonials, or seller pass guarantees into effectiveness scores. Detailed public-source reviews state which evidence was checked and which questions remain unresolved.
Dates and corrections
A source-check date differs from a statistic's period and a fee's effective date. Version, price, or definition changes require rechecking affected comparisons. Confirm booking terms with current official sources.
AICPA: limits of pass-rate comparisons