Aurora — interview prep
DashboardProblemsInsightsInfo
DEMOSign in

Insights

Based on 134 attempts across 44 problems

DEMO

Learning Velocity

0.6/day

Improving

Review Compliance

83%

4 overdue

Overconfidence Rate

6%

9% underconfident

Stuck Problems

2

4+ attempts, no real progress

Model Calibration

Predicted retrievability (R) vs. actual solve rate per bucket. The dashed line is perfect calibration — bars that match it mean the model's predictions align with your outcomes.

0%25%50%75%100%n=1140%n=957%n=1373%n=885%n=696%Predicted R at review timeActual solve rate
47 review predictionsMAE 0.090 — excellent

Stuck Problems

ProblemDifficultyAttemptsBest ResultDays Stuck
Alien DictionaryHard6Brute Force28d
Minimum Window SubstringHard5No solution19d

More SRS repetition won't fix these — try a different explanation, solution walkthrough, or ask for help.

Category Breakdown

Sorted by retention — weakest categories first.

CategoryProblemsAvg RetentionStuckComplexity Acc.Avg to Optimal
Arrays & Hashing982%071%1.8
Two Pointers574%066%2.1
Stack777%063%1.9
Sliding Window464%054%2.4
Binary Search661%052%2.6
Trees858%047%2.8
Graphs344%038%3.3
Advanced Graphs232%122%—

Metacognition

Overconfidence

6%

8 attempts: rated confidence ≥4 but performed poorly

Underconfidence

9%

12 attempts: rated confidence ≤2 but performed well