API v1 Live

Predict Repair Costs
with AI Precision

QuickMechs uses machine learning and real repair data to deliver instant, accurate vehicle repair cost estimates through a simple REST API.

Start Building Free See How It Works
predict.js
const response = await fetch('/api/v1/predict', {
  method: 'POST',
  headers: {
    'Authorization': `Bearer ${apiKey}`,
    'Content-Type': 'application/json'
  },
  body: JSON.stringify({
    vin: '1HGCM82633A004352',
    problem: 'brake_pad_replacement',
    zip_code: '90210'
  })
});

// Response: { local_avg: $285, ai_avg: $312, match: 91.2% }
50k+
Predictions Made
92%
Avg Match Rate
150ms
Avg Response Time
100k+
Repair Records
Features

Everything You Need

A complete prediction engine with multi-model AI, real repair data, and developer-first tooling.

Multi-Model AI

Combines Gemini and DeepSeek predictions with local data averages for the most accurate repair cost estimates.

Real Repair Data

Built on 100k+ actual repair transactions across thousands of vehicle makes, models, and problem categories.

Red Flag Detection

Automatically flags cost outliers where AI and local estimates diverge significantly, catching pricing anomalies.

Inflation-Adjusted

Integrates FRED economic data to adjust predictions based on current CPI and regional inflation trends.

API Key Auth

Secure API key management with SHA-256 hashing, encrypted storage, and per-key usage tracking.

Feedback Loop

Built-in feedback system lets users rate predictions, continuously improving model accuracy over time.

How It Works

Four Simple Steps

From registration to your first prediction in under five minutes.

1

Create Account

Register for a free developer account with just your name, email, and password.

2

Generate API Key

Create a secret API key from the developer portal to authenticate your requests.

3

Send a Request

POST to /api/v1/predict with a VIN, problem, and zip code to get instant estimates.

4

Get Predictions

Receive local averages, AI estimates, confidence scores, and match percentages in real time.

Ready to Get Started?

Create your free developer account and start predicting repair costs in minutes. No credit card required.

Create Free Account Read the Docs