CENSUS / OpenAI-compatible API

OpenAI-compatible API

Population estimate collecting — we fingerprint OpenAI-compatible API on scans, but do not yet have a published internet-wide zero-auth count to cite.

Consent-based sample n = 0 (operators who checked here — not a population estimate). Generic /v1/models index is not a product census; covered via vLLM/LiteLLM/OpenHands primaries.

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Snapshot updated 2026-08-03. August 2026 census snapshot. Current per-service headlines use Shodan fingerprint index counts from the 2026-08 research pass where available (index match ≠ verified zero-auth). Ollama country/provider breakdowns are Shodan index facets for product:"Ollama" (Aug 2026), not LeakIX zero-auth shares. Older third-party windows remain in series. MCP and generic OpenAI-compatible stay collecting until a defensible fingerprint exists. Consent-based sample counts from this site are not population estimates.