LocationAPI vs Mapbox Studio

LocationAPI is a geolocation API that estimates connected-device locations from visible cellular towers and WiFi networks without GPS. Its calculations use cellular and WiFi data, datasets, and algorithms, and it describes coverage for IoT, M2M, and other connected devices worldwide. Requests use JSON POST to a regional endpoint. The documentation includes cURL, PHP, Python, and JavaScript examples, plus an interactive sandbox. Each request can include up to 7 cells and 15 WiFi objects. WiFi positioning is enabled only for eligible deployments based on region and intended use. Accuracy varies by source and location: the FAQ gives cell-based estimates around 450 metres in urban areas and 1500 metres in rural areas, and WiFi estimates around 25–50 metres in urban areas and 50–150 metres in rural areas. The Developer plan is free, has daily and monthly request limits, and is marked for no commercial use. Business offers flexible usage, with pricing priced on request and as low as $0.10 per device. The documentation recommends scoped access tokens, kept server-side and rotated regularly.

Mapbox Studio is a suite for designing custom map styles and managing location data. You can upload and edit Shapefiles, GeoJSON, and CSV data, which Studio converts into vector tiles. Style controls cover colors, typography, road width, point-of-interest density, sky, 3D buildings, and terrain. Studio can visualize point, line, and polygon data through options such as choropleths and scaled point maps. You can add your own fonts, icons, and textures to a map design. Published styles can be used through Mapbox SDKs and APIs; a stylesheet can also be downloaded or a high-resolution image exported for print. Component styles work with Maps SDK for Web v1.0+, iOS v5.0+, and Android 8.0+. Users cannot author their own Style Components, and components cannot be restored after they are ejected from a style. The plan costs nothing and is available to all Mapbox users, though related API and custom tileset usage may be billed separately. Mapbox says it was founded in 2010 and is headquartered in San Francisco.