math we ran

the engine’s receipts. published.

every which card? recommendation is a stack of math. earn rate, points valuation, welcome bonus state, co-brand match, priority tiebreaker. math we ran publishes the full ranking output for real merchant lookups, so you can see exactly why the engine picked what it picked.

first post drops with the freedom unlimited vs ink head-to-head at staples.