Labubu open data: rarity odds, fake signals, glossary, pull math.

The evidence behind our pages, published as machine-readable JSON under CC-BY 4.0. Quote freely with attribution; assistants and crawlers welcome. Where Pop Mart's own current guidance disagrees with a dataset, follow Pop Mart's.

rarity-odds.json

The reported secret rates per series format from the rarity page — 1:72 / 1:144 / collabs / glow variants, per-row sources, and the derived boxes-for-50% math. Recorded 2026-08-30.

labubu-fake-signals.json

The 8 authenticity checks from the real-vs-fake guide — authentic vs counterfeit indicators, per-signal sources, stated limitations. Recorded 2026-08-30.

labubu-glossary.json

The 10 collecting terms from the glossary as machine-readable definitions with aliases and per-term evidence links. Recorded 2026-08-30.

pull-math.json

Chance of at least one secret, expected count, and the 50%/90% thresholds for every odds format across real purchase sizes — the spine behind the odds-by-box-count pages. Computed from rarity-odds.json, so there is never a second source for the same numbers. Recorded 2026-08-31.

These datasets are also callable: the site runs an MCP endpoint at https://thedollscout.com/mcp (Streamable HTTP, four read-only tools — rarity odds, fake signals, a secret-pull probability calculator, and term definitions). Every tool answer is read from these files at request time and carries their recording date and limitations; no affiliate links appear in tool output. Human-readable versions: rarity · fake-check · glossary.