Prediction
Predicted topper
—
estimated by model
Difficulty score
—
avg / max marks
Above average by
—
raw marks
Model pipeline
Max marks norm
—
↓ Model 1: Difficulty
Difficulty score
—
↓ Model 2: Topper
Predicted topper
—
↓ Model 3: RankNet
x norm (your position)
—
Percentile
—
⚠ Your score is at or below the class average. The model has limited training data in this range — treat this prediction with caution.
⚠ Your score exceeds the predicted topper. Clamping to topper for prediction — you're likely in the top 1%.
✓ You're comfortably above average. Prediction confidence is high in this range.