Transparency Report

Methodology & Assumptions

CardWise combines issuer‑verified data with first‑principles math to estimate the real value of each card. This page documents how rankings are calculated.

Data window
10 Feb 2026256 cards124 lounge-mappedSource PDFs verified

1. Data sources

  • Issuer and partner pages for fees, rewards, caps, and redemption ratios.
  • Independent aggregators for discovery, not scoring.
  • Lounge coverage sourced from loungeaccess.in datasets.

2. Spend allocation

  • 70% of spend is allocated to your chosen categories.
  • 30% is treated as base‑rate spend.
  • Spend is distributed evenly across selected categories.

3. Rewards value

  • Cashback uses a point value of 1.
  • Points default to ₹0.25 unless a card specifies a higher transfer rate.
  • Pro mode uses best redemption rates when available.

4. Caps & milestones

  • Monthly or category caps reduce projected rewards.
  • Milestone bonuses are applied if spend thresholds are met.
  • Fee waivers are applied if issuer conditions are met.

5. Scoring logic

Net value

Estimated annual rewards − annual fees.

Context fit

Boosts for your category mix, lounge usage, and forex frequency.

Reality checks

Penalty for negative net value or mismatched priorities.

6. Limitations

Issuers change benefits without notice. Some categories and merchants require specific payment modes. Always verify terms before applying.