Competition-day judging: run check-in, judging, and results on the day

Published July 14, 2026 · Updated July 14, 2026 · By the Continuous Cup team

Competition-day judging is running the whole competition in one day, in one place: entries arrive in the morning, get checked in and anonymized at the door, get judged by a panel in the room, and produce final results before everyone leaves. That is a different job from an online review window that runs for weeks, and it needs software built for the pace of a live event. Continuous Cup calls this competition-day mode, and it carries a single entry from the intake table to a published, defensible result without a spreadsheet in the middle.

Why the day of the event is its own problem

An online competition has time on its side: entries come in over weeks, judges review at their own pace, and results can be tabulated after the fact. A same-day event has none of that slack. The field is not known until the doors open, entries arrive as physical items that have to be tracked without their owners names attached, judges score in real time under a clock, and results are expected before people go home. Run that on paper score sheets and a spreadsheet keyed in at midnight, and the day itself becomes the weak point: a sample handed to the wrong judge, a name overheard at the table, a tally added up under pressure. Competition-day mode exists to take those failure points off the table.

Walk-up check-in: register the field as it arrives

In competition-day mode, entries do not have to be registered weeks ahead. An organizer or volunteer at the intake table registers each entry as it walks up, assigns it to a division, and gives it an anonymous sample code on the spot. This suits cuppings, cook-offs, bake-offs, and craft contests where entrants show up the morning of the event with their entry in hand. You can still open entries online in advance and accept walk-ups on the day; the two mix in the same competition.

Anonymous sample codes assigned at the door

Blind judging on a same-day event has to start at intake, because the entry is a physical object that will pass through several hands. Continuous Cup assigns each entry an anonymous sample code the moment it is checked in, and from that point the entry is known by its code, not the entrant name. Judges score the code, never a name, the same enforced anonymization Continuous Cup uses everywhere. See blind judging software for how that holds up under audit.

QR chain of custody from intake to the judging table

The risk on the day is not the scoring math, it is the handling: a sample that gets mixed up between intake and the table, or an entry whose identity leaks because someone wrote a name on it. Continuous Cup puts the sample code on a QR label, and staff move the entry through the event by scanning it: intake, staging, and the judging table each confirm the same code. The name-to-code mapping stays in the system, not on the table, so the physical entry travels by code and no one at the judging station can connect a sample back to a person. That is a chain of custody, the record of where each entry has been and who handled it, which is exactly what you want when a result is later questioned.

Live leaderboards spectators can follow

Because scores land in the system as judges submit them, Continuous Cup keeps a live leaderboard running during the event. Spectators and entrants can watch standings take shape instead of waiting for a final announcement, and organizers can see judging progress at a glance, which panels are done and which are still out. For the other scored formats that use the same live standings, such as heats, brackets, and leagues, see event scoring software.

Defensible final results before everyone leaves

When judging closes, results are already tabulated: Continuous Cup applies the weighted rubric and scoring method you chose, runs judge calibration and automatic bias and drift flags using robust statistics, and publishes a results page anyone can check. A defensibility report and a public transparency page show step by step how the final scores were combined, so if an entrant asks how they placed, the answer is a page, not a promise. Winners can get certificates on the spot rather than in a follow-up email a week later.

How competition-day mode fits the rest of a competition

Competition-day mode is a workflow inside the same platform, not a separate product. Everything else about running a judged competition still applies: divisions and weighted rubrics, automatic overlapping judge assignment, multiple rounds, and Stripe entry fees if you charge to enter. For the full end-to-end walkthrough of planning, judging, and publishing a competition, see how to run a judged competition. To see how the whole platform fits together, see the judged competition platform overview, and if you are weighing tools, the competition judging software comparison hub covers what to compare, including which platforms document a live on-site workflow at all.