Pairwise Comparison

Pairwise compares alternatives head-to-head, which can surface preference clarity when absolute scoring is difficult.

It emphasizes direct wins and ties instead of weighted totals, so ranking can differ from Weighted Sum or TOPSIS.

Many ties reduce separation between options. Revisit close matchups if the output feels flat.

Pairwise Totals

Normalized 0-10 totals based on head-to-head selections.

Win/Tie/Loss Profile

Each row shows the share of direct wins, ties, and losses.