Head-to-Head

Brokerage matchups, settled by math.

Pick any two models. The engine runs all twelve personas through both and calls each round — no vibes, no recruiting pitch.

vs

Round-by-round (12 personas)

Structural differences

Crossover

Total cost vs GCI — where the lines cross, the verdict flips.

Verdicts are model outputs under each persona's scenario (see personas) — cost-based only. Culture, training quality, brand fit, and your local office are real factors the math can't score. Wealth programs (rev share, stock) only affect the Network Builder round. Methodology.