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True-Cost Loan Comparator

Compare loans by total cost including fees, not just the headline rate.

Beginner8h1–2 people17/20 fit
TL;DR

Build True-Cost Loan Comparator for first-time borrowers in ~8h with 1–2 people. Stack: Next.js + Charts + LLM.

Why it wins: Simple maths that protects people from bad loans.

Build flow

01 · Problem
Low advertised rates hide processing fees, insurance add-ons and prepayment penalties.
02 · Solution
Enter loan offers or paste their terms, compute effective annual cost and total repayment and show which offer is actually cheapest.
03 · Build
  1. 1Build the calculator
  2. 2Parse terms with an LLM
  3. 3Compute effective cost
  4. 4Chart results
04 · Demo
Compare two offers where the lower rate is the more expensive loan.

MVP checklist

  • Fee-aware APR
  • Total repayment
  • Side-by-side chart
  • Terms parser

Tech stack

TechRole
Next.jsFrontend + API routes
ChartsData visualisation
LLMLanguage model

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