Rooutiq vs Geotab

Geotab vs Rooutiq: Which Actually Predicts Failures?

Geotab shows you fault codes. Rooutiq tells you which ones will break your vehicles — and when.

Geotab licenses a static fault code database. Rooutiq's XGBoost ML learns from your fleet's specific repair history, filters noise, and predicts failures 8–14 days early with 94% accuracy.

Geotab

What they do well

  • GPS tracking & routing
  • ELD compliance
  • Large marketplace of add-ons
  • Fault code display (Noregon licensed)

Where they fall short

  • Static fault lookup — same table for every fleet
  • Doesn't learn from your repair outcomes
  • No confidence scoring on alerts
  • No false-positive filtering — alert fatigue

Rooutiq

What we do differently

  • Alert confidence score (91% avg)
  • False-positive filtering
  • Self-learns from your fleet history
  • Failure probability per alert
  • Make/model/mileage priors
  • Predict 8–21 days before failure

$47K saved annually for a 20-vehicle fleet

See the difference in your own fleet.

30-day free trial. Connect your telematics and get your first predictions within 24 hours. No credit card required.

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