All Scores
RP

Regret Probability

Will you regret this purchase?

Regret Probability predicts the likelihood you'll be unhappy with a purchase. We factor in reliability risk, lifestyle fit, hidden costs, and depreciation. Lower scores mean lower risk.

What Drives Regret Probability

We analyze factors that historically correlate with owner dissatisfaction.

Reliability Risk

30%

We analyze manufacturer reliability ratings, recall history, and long-term ownership data to predict potential issues.

Lifestyle Fit

25%

Does this vehicle match how you actually live? Commute patterns, family needs, climate compatibility, and use case alignment.

Ownership Cost Surprises

20%

Hidden costs that catch buyers off guard: insurance premiums, fuel costs, required premium gas, expensive maintenance.

Depreciation Trajectory

15%

Vehicles that lose value quickly often lead to regret, especially if you need to sell or trade before planned.

Owner Satisfaction

10%

Aggregated owner reviews reveal how happy people are with their purchase over time.

What RP Scores Mean

Note: For RP, lower is better—it indicates less chance of regret.

0-20Very Low Risk

Excellent choice. High owner satisfaction and strong reliability.

21-40Low Risk

Good purchase. Minor concerns but generally well-regarded.

41-60Moderate Risk

Average. Some factors that could lead to disappointment.

61-80High Risk

Caution advised. Notable issues reported by owners.

81-100Very High Risk

Significant concerns. Many owners report regret.

Avoid Buyer's Remorse

Let Regret Probability guide you to purchases you'll be happy with for years.

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