Worked examples —
How the verdict is decided
Three fixed profiles, run through the same functions the finder uses, every time this page is built (methodology v2026.09.4). The people are made up; the numbers, the standout benefit, and the call are whatever the engine says today. Money decides the rank; the benefit only explains why you might care; the tier says whether switching is worth the trouble.
The tiers: Keep what you have below +$75/yr · Small financial upgrade from +$75/yr · Strong upgrade from +$300/yr. One configuration, changed only with a methodology revision.
A light spender holding Chase Freedom Unlimited
everything else $400/mo · groceries $200/mo · dining $150/mo · gas $80/mo
- Current card
- Chase Freedom Unlimited
- earns
- $176/yr
- Recommended card
- Citi Strata Premier
- earns
- $209/yr
- Money
- +$33/yr if you switched Difference in ongoing value; the welcome offer is never blended in.
- Benefit
- 3x groceries + 3x dining
- Fit
- Strong match for your spending
- Verdict
- Keep what you have
Trade-off: $95 annual fee — already subtracted from every figure here.
Our take — Keep what you have. Citi Strata Premier earns about $33 more per year for your spending. Most of that advantage comes from your groceries and gas purchases. Because the improvement is only about $33 a year, we wouldn't switch for that.
A grocery-heavy family holding Capital One Venture
groceries $900/mo · everything else $800/mo · gas $250/mo · dining $200/mo · streaming $40/mo
- Current card
- Capital One Venture
- earns
- $693/yr
- Recommended card
- Citi Strata Premier
- earns
- $785/yr
- Money
- +$92/yr if you switched Difference in ongoing value; the welcome offer is never blended in.
- Benefit
- 3x groceries + 3x gas
- Fit
- Strong match for your spending
- Verdict
- Small financial upgrade
Trade-off: $95 annual fee — already subtracted from every figure here.
Our take — Small financial upgrade. Citi Strata Premier earns about $92 more per year for your spending. Most of that advantage comes from your groceries and gas purchases. Because the improvement is modest, we'd only switch if those bonus categories matter to you.
A big-city spender holding Blue Cash Everyday
everything else $900/mo · dining $700/mo · groceries $400/mo · hotels & travel $300/mo · online shopping $200/mo · airfare $200/mo · transit $150/mo · streaming $40/mo
- Current card
- Blue Cash Everyday
- earns
- $491/yr
- Recommended card
- Citi Strata Premier
- earns
- $1,001/yr
- Money
- +$510/yr if you switched Difference in ongoing value; the welcome offer is never blended in.
- Benefit
- 3x dining + 3x groceries
- Fit
- Strong match for your spending
- Verdict
- Strong upgrade
Trade-off: $95 annual fee — already subtracted from every figure here.
Our take — Strong upgrade. Citi Strata Premier earns about $510 more per year for your spending. Most of that advantage comes from your dining & takeout and travel & hotels purchases. Because the improvement is substantial, we'd switch.
Same card, two people — United℠ Explorer Card
The standout benefit follows the person, never the card's biggest advertised perk.
Flies a few times a year
everything else $700/mo · hotels & travel $600/mo · airfare $400/mo · groceries $300/mo · dining $300/mo · gas $100/mo
First checked bag free on United
Best if: You fly United a few times a year.
Never flies
dining $700/mo · everything else $600/mo · groceries $500/mo · gas $150/mo · streaming $40/mo
2x on dining
Best if: Dining out is a big part of your month.
Same spending, three redemption styles
everything else $3,250/mo · groceries $650/mo · dining $420/mo · hotels & travel $300/mo · gas $180/mo
Every #1 is #1 for a spending pattern and a redemption style. Points are valued at 1.5¢ by default; cash them out and the flat cash-back cards move up, transfer them for travel and the transferable-points cards pull further ahead. The finder lets you switch and watch the order change.
Cash value
Citi Double Cash
$1,152/yr · then Wells Fargo Active Cash
Typical · default
Capital One Venture
$1,633/yr · then Capital One Venture X
Optimized
Capital One Venture
$2,497/yr · then Capital One Venture X
The #1 changes with the redemption style — which is why the finder names the style beside every ranking.
The rule in one line: money determines rank, benefits explain desirability, fit determines whether changing cards is worthwhile. Why perks never count as cash →