25,000 modeled scenarios 0% balance-transfer study Downloadable dataset

We Modeled 25,000 Balance-Transfer Scenarios to See When a Transfer Saves Money

We modeled the same debt under a current-card payoff and a 0% balance transfer, then changed the APR, monthly payment, transfer fee, promo length, and post-promo APR across 25,000 scenarios.

Main result: The 140 scenarios where the transfer cost more all used a 12- or 15-month 0% period, a relatively low monthly payment, a transfer fee, and the higher post-promo APR rule.
Published August 22, 2026
25,000 Total modeled scenarios
22,500 Scenarios where both options reached payoff
140 Scenarios where the transfer cost more
5,800 Transfers paid off during the 0% period

What the 25,000 scenarios showed

Across the 22,500 scenarios where both options reached payoff, the transfer cost more in 140. Those 140 cases came from a small set of combinations involving shorter promo periods, lower monthly payments, transfer fees, lower starting APRs, and the higher post-promo APR rule.

The transfer saved money in 22,360 of those 22,500 scenarios, or 99.38%.

How to read that percentage

Every scenario has the same weight in this study. The grid was built from defined combinations of balances, APRs, payments, fees, and promo terms. The 99.38% figure describes this model and doesn't estimate how often real cardholders will save with a balance transfer.

Bar chart showing 22,360 scenarios where the transfer saved money, 140 where it cost more, 1,720 where only the transfer reached payoff, and 780 where neither option reached payoff.
Across all 25,000 scenarios, the transfer saved money in 22,360 cases where both options reached payoff and cost more in 140. The transfer was the only option to reach payoff in another 1,720 cases. Neither option reached payoff in 780. Percentages in this report come from the equally weighted scenario grid.
Median savings: $2,282.39

Among the 22,500 scenarios where both options reached payoff, the median modeled savings were $2,282.39.

Median payoff improvement: 6 months

Among scenarios where both options reached payoff, the median payoff time was six months shorter with the transfer.

All 140 cost-more cases came from a small group of combinations

They used shorter promos, lower payments, a transfer fee, lower current APRs, and the higher post-promo APR rule.

All 5,800 promo-payoff cases saved

Every modeled transfer paid off during the 0% period had a lower financing cost than the current-card option.


Where the balance transfer cost more

The 140 cost-more cases came from 14 combinations of APR, payment rate, fee, promo length, and post-promo rule. The table shows the values that appeared across those cases.

Study setting Values present in all 140 cost-more cases
Current APR 9.99%, 12.99%, or 15.99%
Fixed monthly payment 2% or 3% of starting balance
Transfer fee 3%, 4%, 5%, or 6%
0% promotional period 12 or 15 months
Post-promotional APR Current APR + 5 percentage points, capped at 36%

Every scenario where both options reached payoff saved money when the post-promo APR stayed equal to the current APR. The 18-, 21-, and 24-month promo groups had zero cost-more cases in this grid. The 4%, 5%, and 7.5% fixed-payment groups also had zero.

Heatmap of net savings across current APRs and payment rates for a $10,000 balance. Negative savings are concentrated at the lowest APRs and lowest payment rates.
This $10,000 example uses a 5% fee, a 12-month 0% period, and a post-promo APR 5 points higher than the original APR. Negative cells mark the combinations where the transfer cost more. White cells show cases where the current-card payment didn't reach payoff within the study horizon.
Carrying a balance past the promo

Among scenarios where both options reached payoff and a balance remained after the promo, 99.16% still saved money. A larger remaining balance gives the regular APR more months to affect the final cost, especially when that APR is higher than the starting rate.


Longer 0% periods changed the result

The 12-month group had the highest rate of cost-more cases at 2.44%. The 15-month group fell to 0.67%. The 18-, 21-, and 24-month groups had zero cost-more cases under these study assumptions.

The percentages below use only scenarios where both options reached payoff.

0% promo Transfer cost more Median net savings
12 months2.44%$1,764.21
15 months0.67%$2,147.43
18 months0.00%$2,412.48
21 months0.00%$2,564.85
24 months0.00%$2,647.98
Line chart rising from about $1,764 median savings at a 12-month 0% period to about $2,648 at 24 months.
Among scenarios where both options reached payoff, median modeled savings rose from $1,764 at 12 months to $2,648 at 24 months.
Keep the study assumptions in view

The 18-, 21-, and 24-month results belong to this exact scenario grid. Different fees, payments, approved transfer amounts, annual fees, issuer rules, or post-promo terms can change the result.


Higher transfer fees cut into the savings

Median savings fell at each fee step, from $2,859.35 in the 0% fee baseline to $1,897.82 at a 6% fee. The final result also changed with APR, payment size, promo length, and the post-promo APR.

The percentages and median savings below use only scenarios where both options reached payoff.

Transfer fee Transfer saved money Median net savings
0% fee baseline100.00%$2,859.35
3%99.78%$2,379.80
4%99.33%$2,227.90
5%98.89%$2,064.39
6%98.89%$1,897.82

The 0% fee row gives us a baseline for measuring the effect of the fee. The study also tests 3%, 4%, 5%, and 6% fees. Across the scenarios with those fees, the transfer saved money in 99.22% of cases where both options reached payoff. Median net savings were $2,147.82.

Bar chart of transfer fees from 0% to 6%, with median modeled net savings declining as the fee increases.
Among scenarios where both options reached payoff, median savings fell from $2,859 at the 0% fee baseline to $1,898 at a 6% fee.

Payment size affected how much balance reached the end of the promo

The study calculates the monthly payment as a percentage of the original balance, converts it to a fixed dollar amount, and uses that same payment for both options. Keeping the payment steady makes the offer terms easier to evaluate on the same footing.

In this grid, the 2%, 3%, and 4% payment levels never cleared the transferred balance during the 0% period. A 5% payment did so in 36% of scenarios, while a 7.5% payment did so in 80%.

Bar chart showing zero percent promo payoff at 2%, 3%, and 4% monthly payment rates, 36% at a 5% payment rate, and 80% at a 7.5% payment rate.
At the two highest payment levels, more scenarios cleared the transferred balance before the 0% period ended.

All 5,800 transfers that were paid off during the promotional period saved money. Every one of the 140 cost-more cases had a balance remaining after the promo ended.

Multi-line chart showing median promo-end balances falling as promotional terms lengthen, with faster declines at higher payment rates.
Both a longer 0% period and a larger monthly payment reduced the median balance left when the promotional period ended.

The higher post-promo APR had the biggest effect with slower payoff

Every primary scenario was modeled twice: once with the post-promotional APR equal to the current APR, and once with the post-promotional APR 5 percentage points higher, capped at 36%.

Across all paired scenarios, raising the post-promo APR by 5 points reduced median net savings by $34.18. The effect was much larger at the slower payment levels. With a 2% payment, 5% fee, and 12-month promo, median savings fell by $2,831.58.

Multi-line chart showing the reduction in net savings from a 5-point higher post-promo APR, with the largest negative effect at a 2% payment and short promotional term.
With a 5% transfer fee, the higher post-promo APR reduced savings the most at low payment levels and short 0% periods. Scenarios paid off during the promo avoided post-promo interest.

Break-even APR for a $10,000 example

We also calculated the break-even APR for selected assumptions. Here, break-even is the lowest current APR where the transfer's modeled cost is equal to or lower than keeping the balance on the current card.

For a $10,000 balance, a fixed $200 monthly payment, a 5% transfer fee, and a post-promo APR 5 points higher than the current APR, the break-even APR moved lower as the 0% period got longer:

0% promo Break-even current APR
12 months16.17%
15 months11.17%
18 months8.47%
21 months6.73%
24 months5.51%
Multi-line break-even chart where the required current APR generally falls as the 0% promotional term increases, especially for the 2% payment line.
For this $10,000 example, longer 0% periods lowered the current APR needed for the transfer to break even. The effect was largest at slower payment rates.

What happened when the fixed payment didn't reach payoff

The current-card option didn't reach payoff in 2,500 scenarios, or 10% of the full grid. These were the 2%-payment cases at current APRs of 24.99%, 27.99%, 30.99%, 32.99%, and 34.99%.

Of those 2,500 cases, the transfer reached payoff in 1,720, while neither option reached payoff in 780.

Why these 2,500 cases need context

The study uses a fixed dollar payment. Credit card issuers can use different minimum-payment formulas, so these 2,500 cases apply to the payment rule used in this study.


Run your own comparison

Use your actual balance-transfer offer

The study covers a fixed set of scenarios. Use the Balance Transfer Savings Calculator to enter your own balance, APR, fee, promo period, post-promo APR, and monthly payment.

Methodology

We built a fixed scenario grid and ran every combination once. That produced 25,000 scenarios with no random sampling.

Starting balances10 levels from $1,000 to $30,000
Current-card APRs10 levels from 9.99% to 34.99%
Fixed monthly payments2%, 3%, 4%, 5%, or 7.5% of starting balance
Transfer fees0%, 3%, 4%, 5%, or 6%
0% promo periods12, 15, 18, 21, or 24 months
Post-promo APRCurrent APR, or current APR + 5 points capped at 36%

That produces this 25,000-scenario matrix:

10 balances × 10 APRs × 5 payment rates × 5 fee levels × 5 promo terms × 2 post-promo APR rules = 25,000 scenarios.

The promotional APR is 0% in every primary scenario. The transfer fee is added to the transferred balance, and the same fixed dollar payment is used for both options.

How we calculated cost

For the current card, modeled cost is the interest charged through payoff. For the transfer, modeled cost is the transfer fee plus any interest charged after the 0% period. When both options reach payoff, savings equal the current-card cost minus the transfer cost.

How we checked the calculations

All dollar calculations use exact cent rounding. We then recalculated the full 25,000-row dataset with a separate calculation method. The results matched across all 25,000 rows and all 250 break-even checks, with zero discrepancies in the certified fields.

The downloadable methodology and calculation verification report include the rounding rules, verification checks, and version information for this release.

What the study leaves out

  • Card approval probability or approved transfer limits
  • Partial transfers
  • Issuer-specific minimum-payment formulas
  • New purchases, cash advances, late fees, penalty APRs, or missed payments
  • Loss of a promotional rate because of account behavior
  • Transfer processing delays or offer deadlines
  • Annual fees, rewards, credit-score effects, or utilization effects
  • Real-world weighting of balances, APRs, payments, or offer availability

We included the 24-month promo and 0% fee cases to test the outer edges of the grid. They serve as sensitivity cases within the study.


Download the data

The complete dataset is available so you can inspect the study directly. It contains 25,000 scenario rows with the inputs and modeled outputs used in the analysis.

Research data

Download the 25,000-scenario CSV

Methodology version 1.1 · 25,000 unique scenario IDs · exact-cent calculation checks completed.

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Balance-transfer research FAQ

Does a 0% balance transfer always save money?

Some scenarios in the grid cost more after the transfer fee and post-promo interest were included. Those cases appeared with shorter promo periods, lower payments, lower current APRs, and the post-promo rule that raised APR by 5 points.

Why use the same monthly payment for both options?

Keeping the payment the same puts both options under the same repayment assumption. A higher payment speeds up payoff on its own, so the main study holds the monthly payment steady.

Why do some scenarios end without a payoff date?

At some high-APR and low-payment combinations, the fixed payment doesn't bring the balance to payoff within the study horizon. We report those cases separately with their payoff status.

Do the 25,000 scenarios represent real-world consumer behavior?

The grid gives every modeled combination the same weight. Its percentages describe the study scenarios and don't estimate how common any balance, APR, payment pattern, approval outcome, transfer limit, or card offer is in the real world.

Written and reviewed by Michael Brady

DebtOptimizerHub calculations and examples are reviewed against the site’s calculation methodology. See the About page and editorial policy for author background, sourcing, and review standards.