# Mapbox APIs + MCP vs Stadia Maps (slim) > Mapbox APIs + MCP has a score of 75.2 (BB) against Stadia Maps's 65.5 (B). Both do geo geocode. The largest gap is security & auth, 31 points. Category scores, facts, verdicts and agent notes side by side. - Full: https://www.anchorterminal.com/compare/mapbox-vs-stadia-maps.md (~1,450 tokens) · this version ~330 tokens · JSON https://www.anchorterminal.com/compare/mapbox-vs-stadia-maps.json · canonical https://www.anchorterminal.com/compare/mapbox-vs-stadia-maps - Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-05 Mapbox APIs + MCP has a score of 75.2 (BB) against Stadia Maps's 65.5 (B). Both do geo geocode. The largest gap is security & auth, 31 points. - Mapbox APIs + MCP: BB 75.2, rank #39 of 452 · https://www.anchorterminal.com/tools/mapbox.min.md - Stadia Maps: B 65.5, rank #171 of 452 · https://www.anchorterminal.com/tools/stadia-maps.min.md - Pick Mapbox APIs + MCP for reliability (+19), agent ergonomics (+8), security & auth (+31), transparency & trust (+7). Pick Stadia Maps for payments & pricing (+10). | Category | Mapbox APIs + MCP | Stadia Maps | | --- | --- | --- | | Reliability (16%) | 82 | 63 | | Performance (10%) | pending | pending | | Schema & documentation (13%) | 85 | 86 | | Agent ergonomics (13%) | 88 | 80 | | Security & auth (14%) | 71 | 40 | | Payments & pricing (10%) | 30 | 40 | | Task success (10%) | pending | pending | | Maintenance & community (7%) | 80 | 80 | | Transparency & trust (7%) | 86 | 79 |