Pelias
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
Pelias appears in 1 AI-ranked category.
The strongest open-source option — the engine behind Geocode Earth, combining OpenStreetMap, OpenAddresses, Who's on First, and geonames with real autocomplete support; self-hosting gives unlimited volume, full data control, and zero per-request cost, which no commercial API can match for massive batch jobs. Geocode Earth offers it hosted if you don't want the ops.
Where Pelias falls short, per the models
- Claude Requires real operational investment (Elasticsearch cluster, data builds, tuning) and inherits open-data gaps — not for teams without infra appetite or those needing top-tier accuracy in sparsely-mapped regions.
Top alternatives per the models: Google Maps Geocoding API · HERE Geocoding & Search · OpenCage · Mapbox Geocoding API
Watch Pelias
Boards re-poll weekly and the models change their minds. One short email only when Pelias's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
Embed your ranking badge
Pelias ranks #8 for best geocoding api for global address search by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-geocoding-api-for-global-address-search?utm_source=badge&utm_medium=embed&utm_campaign=badge-pelias)<a href="https://modelsagree.com/best/best-geocoding-api-for-global-address-search?utm_source=badge&utm_medium=embed&utm_campaign=badge-pelias"><img src="https://modelsagree.com/badge/pelias.svg" alt="Pelias — ranked #8 for Best geocoding API for global address search by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled weekly · raw reasoning shown verbatim · methodology