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Head-to-head · Location Platform Software

Mapbox Studio vs GraphHopper

  • Updated Oct 2026
  • Both researched from official sources
  • 1 check side by side
Higher score Mapbox Studio #5 in Location Platform Software 7.9/10 Free plan Free plan✓ 0 of 3 features Visit Mapbox Studio
GraphHopper #7 in Location Platform Software 7.5/10 Free plan Free plan✓ 0 of 3 features Visit GraphHopper

Mapbox Studio leads on 0 checks, GraphHopper on 0, and 1 is even. Who comes out ahead on the 1 yes/no, price and count check where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreMapbox Studio · 7.9/10
  • Free planboth

Mapbox Studio scores higher on our rubric for location platform software: 7.9 against 7.5 out of 10; our editors rank them #5 and #7.

Mapbox Studio is the better fit for teams styling and managing Mapbox maps. GraphHopper is the better fit for teams optimizing vehicle and fleet routes.

  • Mapbox Studio fits best

    Teams styling and managing Mapbox maps

  • GraphHopper fits best

    Teams optimizing vehicle and fleet routes

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Side by side

Feature Mapbox Studio 7.9/10 Visit ↗ GraphHopper 7.5/10 Visit ↗
At a glance
Editor score 7.9 7.5
Ranking #5 in Location Platform Software #7 in Location Platform Software
Best for Teams styling and managing Mapbox maps Teams optimizing vehicle and fleet routes
Pricing model Free plan + paid Free plan + paid
Starting price Free plan €69/mo
Free plan ✓ ✓
Free trial — —
Deployment Cloud, Browser extension Cloud, Self-hosted
Platforms Web Web
Support Tickets, Community, Docs Email, Phone, Community, Docs
Integrations 9 integrations 4 integrations
Built for Small business, Mid-market, Enterprise Solo, Small business, Mid-market, Enterprise
Features Mapbox Studio 0/3 · GraphHopper 0/3
Geocoding Not checked yet Not checked yet
Routing Not checked yet Not checked yet
Data export Not checked yet Not checked yet
Specs
Included map loads Not checked yet Not checked yet
Spatial data tools Not checked yet Not checked yet
SDK platforms Not checked yet Not checked yet
Our review
Pros
  • Edit point, line, and polygon features in custom datasets.
  • Build map styles with custom fonts, icons, colors, and layers.
  • Publish drafts to production and control style visibility.
  • Optimizes routes for single vehicles and fleets with capacity and service-time constraints
  • Supports multiple customer time windows and traffic-aware route planning
  • Combines routing with geocoding, map matching, and distance and time matrices
Cons
  • Focused on styling and data editing, not routing or geocoding.
  • Data refresh is manual rather than automatic.
  • Published styles generally require Mapbox attribution.
  • The commercial product is primarily an API, not a technician-dispatch application
  • The Free plan is restricted to non-commercial use
  • Daily credit allowances vary by plan, so higher-volume use may require a paid tier
Our verdict

Mapbox Studio is a browser-based suite for designing custom map styles and managing location data. Developers, designers, geospatial teams, and organizations can upload geographic data, add Mapbox tilesets, edit point, line, and polygon…

Read the review →

GraphHopper is a routing and route-optimization platform for developers building logistics, mobility, delivery, and field-service applications. Its APIs cover route planning, vehicle-routing optimization, geocoding, matrices, isochrones,…

Read the review →
  1. Mapbox StudioLocation Platform Software 7.9Free plan
  2. GraphHopperLocation Platform Software 7.5Free plan

Strengths and trade-offs

  • Mapbox Studio — where it wins

    • Edit point, line, and polygon features in custom datasets.
    • Build map styles with custom fonts, icons, colors, and layers.
    • Publish drafts to production and control style visibility.

    Where it doesn't

    • Focused on styling and data editing, not routing or geocoding.
    • Data refresh is manual rather than automatic.
    • Published styles generally require Mapbox attribution.

  • GraphHopper — where it wins

    • Optimizes routes for single vehicles and fleets with capacity and service-time constraints
    • Supports multiple customer time windows and traffic-aware route planning
    • Combines routing with geocoding, map matching, and distance and time matrices

    Where it doesn't

    • The commercial product is primarily an API, not a technician-dispatch application
    • The Free plan is restricted to non-commercial use
    • Daily credit allowances vary by plan, so higher-volume use may require a paid tier

More comparisons

All location platform software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update