The independent EV ledger for crypto TCG gachaData pipeline: pre-launch

Gacha Report

Pack EV · Odds Grades · Redemption Tests

Pre-launch · pipeline under construction

The house edge, itemized.

Gacha Report is building the independent expected-value ledger for crypto TCG gacha platforms — Collector Crypt, Courtyard, Beezie, and the rest of the field. We compute what a pack is actually worth, grade platforms on whether they publish real odds, and buy, rip, and redeem cards ourselves to test the promises.

The honest starting point: most packs are expected-value negative. The interesting questions are by how much, on which platform, and whether the odds behind them are published, verifiable, and stable over time. That is what this site measures.

In the ledger at launch

01 /

EV Leaderboard

Net EV, P(profit), and percentile outcomes for every tracked pack, computed from odds and realizable card values on a six-hour data pipeline.

In build

02 /

Odds-Transparency Index

Letter grades for whether each platform publishes odds you can actually verify — with the evidence linked, and a change log when odds move.

In build

03 /

Redemption Tests

We buy packs, rip them on camera, and ship the physical redemptions ourselves — logging dates, fees, and what actually arrives.

In progress

The standard every published number will meet

  • Source-linked: every EV input traces to a platform odds page, on-chain data, or documented market comps.
  • Timestamped: every figure carries the date it was pulled. Stale data gets flagged, not hidden.
  • Labeled: published odds and estimated odds are never mixed — estimates say so, with the assumptions stated.
  • Server-rendered: every number is visible in page source. No JavaScript shell between you and the data.