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Draft Randomizer by Albertson Designs

Is it really random?

Short answer: yes. Every manager has an equal shot at every pick, in every style. No one, not even the commissioner, can tilt it. Here's the proof.

How we tested it

We ran 10,000 simulated drafts of a 10-team league for each of the 10 styles (football and basketball), using the exact random rule the game uses to decide the order. Then we counted how often each manager landed in each pick slot. If it's fair, every manager should get every pick about 10% of the time.

Fairness comes from symmetry: whoever ends up out (or across the line) each round is an even draw among everyone still in. The recorded video is the permanent record of exactly how your league's order was decided.

Results — every style is even

Draft style Every manager/pick landed at Random-fit test
1-on-1 Duels 9.25% – 10.83% ✅ pass (p=0.632)
3 Flys Up 9.32% – 10.66% ✅ pass (p=0.268)
Dodgeball QB 9.31% – 10.79% ✅ pass (p=0.226)
The Gauntlet 9.42% – 10.82% ✅ pass (p=0.172)
100 Yard Dash 9.14% – 10.61% ✅ pass (p=0.363)
Buzzer Beater 9.23% – 11.04% ✅ pass (p=0.153)
Fast Break 9.36% – 10.7% ✅ pass (p=0.629)
Knockout 8.89% – 10.7% ✅ pass (p=0.589)
H-O-R-S-E 9.4% – 10.69% ✅ pass (p=0.977)
Half-Court Shootout 9.26% – 10.61% ✅ pass (p=0.925)

Ideal is 10% for every cell. The "random-fit test" is a chi-square goodness-of-fit check; a p-value above 0.05 means the results are statistically indistinguishable from perfect randomness. All 10 pass.

100 Yard Dash, pick by pick

How often each manager (row) landed in each draft slot (column), across 10,000 drafts. A perfectly fair board is 10% in every square — and it is, give or take normal sampling noise.

#1#2#3#4#5#6#7#8#9#10
Mgr 110.010.610.29.79.810.19.89.810.29.9
Mgr 210.39.99.910.210.59.910.09.79.89.9
Mgr 39.910.59.710.510.09.99.810.29.99.4
Mgr 49.310.09.89.110.210.210.410.410.310.4
Mgr 510.39.910.110.29.610.09.69.610.510.1
Mgr 69.89.99.710.310.09.910.39.89.910.4
Mgr 710.29.810.110.310.510.29.910.19.69.3
Mgr 810.39.69.910.110.29.79.810.59.710.3
Mgr 99.810.310.69.49.810.29.810.110.39.8
Mgr 1010.19.510.010.19.610.010.69.99.910.3

Holds for every league size

We ran the same audit for 8-team, 10-team, 12-team, 14-team leagues. Same result: every manager, every pick, an equal shot. It doesn't matter what order you type the names in, or which style you pick.

The method, in plain terms

At every step, the game makes a uniform random draw among the managers still in the running. Because each draw is even across everyone left, no seat, name-entry order, or style tilts the odds. The reproducible audit above uses a mulberry32 pseudo-random generator so anyone can regenerate the exact numbers; the shipped game seeds a fresh generator for every draft.

This is what "provably fair" means here: a published 10,000-draft audit, an even chance at all 10 slots, and a result you can reproduce.

Can the commissioner rig or re-roll it?

No. Nobody chooses the outcome, and every draft is recorded to a video your whole league watches. That video is the record. A commissioner can't quietly re-run the draft until they get pick one and hide it, because the order everyone saw is the order that stands. Draw it once, share the link, done.

FAQ

Is the Draft Randomizer draft order really random?

Yes. Every manager has an equal chance at every pick, verified by a published 10,000-draft audit whose chi-square p-values all clear 0.05. That means the results are statistically indistinguishable from perfect randomness.

What makes it provably fair?

Two things: the order is set by a uniform random draw among the managers still in at each step, and the whole draft is recorded to a shareable video. The math is published and reproducible, and the video is the tamper-evident record of exactly how your league's order was decided.

Can the commissioner rig the draft order?

No. No one, including the commissioner, can pick the outcome, and every draft is recorded. Because your league watches the same video, there's no way to secretly re-roll and hide a better result.

Is a random draft order fairer than reverse standings?

For pure fairness, yes. Reverse standings rewards last season's results and can trap the same managers in late picks year after year. A random order gives every manager an equal shot at every pick, every season.

Run your draft →
The simulation code is part of the open project (scripts/fairness.mjs) — reproducible from the numbers above. Built by Albertson Designs · Home · How it works