Prompt
I'm looking for an alternative to Google Maps Platform for autocomplete, routing, and places search. What are the main options?
Latest observation
If you want alternatives to Google Maps Platform for autocomplete, routing, and places search, the main options usually fall into three buckets:
1) Full map/location platforms
These are the closest “drop-in” style alternatives.
Mapbox
- Autocomplete / geocoding: Strong
- Routing/directions: Strong
- Places/search: Good, though not always as broad as Google in some regions/categories
- Pros: Great developer experience, good global coverage, flexible styling
- Cons: Pricing can rise with scale; place data may be less complete than Google in some use cases
HERE Technologies
- Autocomplete / geocoding: Strong
- Routing/directions: Very strong, especially for logistics/navigation
- Places/search: Good
- Pros: Enterprise-grade routing, traffic, fleet and logistics features
- Cons: API/console can feel more enterprise-oriented; integration can be heavier
TomTom
- Autocomplete / geocoding: Good
- Routing/directions: Strong
- Places/search: Good
- Pros: Solid navigation/routing, often competitive pricing
- Cons: Places/search may not match Google breadth in all markets
Esri
- Autocomplete / geocoding: Good
- Routing/directions: Strong
- Places/search: Good in GIS/enterprise contexts
- Pros: Excellent for GIS-heavy organizations
- Cons: Less ideal if you want simple consumer map UX
2) Open-data / self-hostable stack
If you want lower cost, more control, or to avoid vendor lock-in.
OpenStreetMap-based stack
Usually combined from multiple components:
- Autocomplete/geocoding:
- Nominatim (OSM geocoder)
- Pelias (more advanced geocoding/autocomplete)
- Routing:
- OSRM
- GraphHopper
- Valhalla
- Places/search:
- Usually built on OSM data plus your own search index or a provider like Pelias/Photon
Pros
- Low vendor lock-in
- Can self-host
- Flexible and cost-effective at scale
Cons
- More engineering/ops burden
- Place data quality can vary
- You may need to enrich data for business listings/POIs
This is a good path if you want to own the stack and are okay with infrastructure work.
3) Best-of-breed components
Instead of one provider for everything, combine services.
Examples:
- Autocomplete/geocoding: Mapbox / HERE / Pelias / Nominatim
- Routing: GraphHopper / OSRM / Valhalla / HERE
- Places search: Foursquare, Yelp, HERE, TomTom, or OSM-based indexes
This is useful if one provider is strong in routing but weaker in POI search, or if you want cheaper routing plus a better search layer.
Common place-search alternatives
If “places” is a big part of your needs, these are worth evaluating separately:
Foursquare
- Strong POI/place data and search
- Useful for discovery and venue/business search
- Often used as a data source rather than a full mapping platform
Yelp Fusion
- Strong for consumer-facing business search in some categories
- Great for reviews-oriented discovery
- Not a full maps platform
OpenStreetMap + custom index
- Good if you need broad geographic features and can build your own ranking/search logic
Quick recommendation by use case
If you want the closest Google-like all-in-one alternative:
- Mapbox or HERE
If you care most about routing/navigation:
- HERE, TomTom, or GraphHopper
If you care most about controlling cost and infrastructure:
- OSM + Pelias + OSRM/GraphHopper/Valhalla
If places/POI search is the hardest problem:
- Foursquare combined with a routing/geocoding provider
Things to compare before choosing
For each option, check:
- Autocomplete quality in your target countries
- POI coverage and freshness
- Routing quality: traffic, truck/EV support, avoidances, transit, walking, cycling
- Rate limits and pricing
- Licensing/data rights
- Self-hosting availability
- SDKs and ease of migration
- Latency and global performance
If you want, I can also give you a side-by-side comparison table of the top 5 options for autocomplete, routing, and places search.