The leaderboard, three ways.
Filip's live portal — the real thing, hydrating from the real API. Beside it, a byte-faithful replica frozen on today's data: the working copy where the updates land, so every change reads as a diff against what actually ships. And the scoreboard — the full SFDS re-skin, the target look.
current · Filip · live
The portal, as it ships
Benchmark receipts — the live leaderboard landing Filip has been building in the product repo (apps/scoreboard). Live data, live API, the real deploy.
open live ↗
v2 · Bennett · working replica
The iteration copy
Starts byte-identical to live (snapshot 2026-08-12, frozen data, analytics stripped). Bennett's updates accumulate here until they're worth carrying back to the product repo.
open →
re-skin · SFDS · target look
The scoreboard
Benchmark receipts on the full system — the verified pill (green = reproduced), the SOTA row (gold = win), rerunnable url4 expressions. What the portal looks like once it's on SFDS.
open →Ground rules: the replica never posts anywhere and never fires the live portal's analytics; its /v1 data is a frozen snapshot served by a local shim (Filip's JS is untouched). This repo is marketing/brand scope — changes worth shipping go back to OpenMined/screamingface as a proposal, never edited live from here.