Protect a cash reserve first. Multiply only the remaining spendable cash by the percentage you are willing to risk, then stop when the live bid reaches that number—even if you are one click from winning.
The highest bidder wins the card, but winning the auction is not the same as making a good progression decision. Since public card income and value tables do not exist, your budget is the only dependable pre-auction control.