Perplexity's Decider API classifies 203,883 Phoenix aerial tiles at 98.8% accuracy for $9.63

inductionheads · x · 2026-10-13

AskPerplexity demonstrated city-scale land-use classification: using Perplexity's Decider API, it analyzed 203,883 tiles of public USDA aerial imagery of Phoenix, achieving 98.8% accuracy against labeled OpenStreetMap data at a total API cost of just $9.63 — a striking showcase of how cheap large-scale geospatial analysis has become with LLM APIs.

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