Is the CFA level one difficulty significantly higher now than it was twenty years ago, and how do analyst prep materials compare on this?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is the CFA level one difficulty significantly higher now than it was twenty years ago, and how do analyst prep materials compare on this?
3 real searches · 1 real-search pass
CFA Level I curriculum changes 2006 compared with 2026 exam format topic weights practical skills modulesGoogle ↗
OBSERVEDReason
CFA Institute historical Level I pass rates 2005 2025Google ↗
OBSERVEDShort fact
AnalystPrep CFA Level 1 study materials question bank mock exams review comparison Kaplan Schweser UWorld 2026Google ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
CFA Level I curriculum changes 2006 compared with 2026 exam format topic weights practical skills modules Google ↗
CFA Institute historical Level I pass rates 2005 2025 Google ↗
AnalystPrep CFA Level 1 study materials question bank mock exams review comparison Kaplan Schweser UWorld 2026 Google ↗
- CFA® Program Curriculum | Overview · cfainstitute.org
- Candidate Body of Knowledge (CBOK) · cfainstitute.org
- The CFA Program Candidate Body of KnowledgeTM: The Past · doczz.net
- 1963-Current Candidate Examination Results.xlsm · cfainstitute.org
- Exam Development · cfainstitute.org
- CFA Level I Study Materials & Exam Prep · analystprep.com
- Best CFA Prep Books 2026: Levels 1, 2, & 3 · finance.uworld.com
- Best CFA Question Bank & Practice Questions for Levels 1-3 (2026) · finance.uworld.com
- CFA® Program Level I exam · cfainstitute.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFA Level I curriculum changes 2006 compared with 2026 exam format topic weights practical skills modules OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CFA Institute historical Level I pass rates 2005 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
AnalystPrep CFA Level 1 study materials question bank mock exams review comparison Kaplan Schweser UWorld 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |