LR Research
Logical Reasoning — Database Analytics
A data-driven breakdown of every Logical Reasoning question in our database — frequency, difficulty, answer patterns, and how the test has evolved over time.
Section 1
Question Landscape
How the 14 question types are distributed, and how they group into the four strategic categories.
Section 2
Difficulty Profile
Questions are rated on a 3-point scale. The distribution reveals which types concentrate difficulty at the top tier.
Section 3
Hardest to Master
Percentage of questions rated difficulty 3 (the highest tier) — a direct signal for where to focus your study effort.
Section 4
Answer Key Patterns
If LSAC's answer key were perfectly random, each letter would appear 20% of the time. Here's what the data actually shows.
Section 5
Reasoning Engine Breakdown
Each question is powered by one of four core reasoning patterns. Mastering these is the key to the Unified Theory approach.
Section 6
PrepTest Trends
How question volume and difficulty have varied across PrepTests 101 to 159 — a window into how LSAC designs each exam.