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A Pre-Registered Analysis: Our Prime Day Predictions, Filed in Advance

Prime Day is roughly two weeks out, so we are filing nine predictions now, in writing, where they can embarrass us later. Pre-registration is the only honest methodology; the grading will be public and impossible to fudge.

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The Staid Staff
BuyGetRewards Editorial · 2026-07-03 · Updated 2026-09-28

The Premise

Prime Day arrives in roughly two weeks — Amazon has signaled mid-July, per its unbroken pattern — and the retail press will spend the event's aftermath explaining, with great confidence, what was always going to happen. Anyone can predict the past. The Editorial Staff prefers the other direction: we are filing our predictions now, in writing, where they can be graded and, if necessary, held against us.

This is pre-registration, a practice borrowed from clinical research, where hypotheses are filed before the data arrives so that researchers cannot quietly discover they had predicted whatever occurred. The stakes there are higher and the discounts fewer. The honesty transfers.

It is also July 3. Tomorrow is a federal holiday, and the sales attached to it are a preamble; we predict, as a warm-up exercise, that this weekend's "Fourth of July doorbusters" will be last week's prices wearing bunting. We will check on Monday.

Ground Rules

A real deal, in our own coverage, is a price that sits well below where a product has actually been selling — not a percentage knocked off a list price invented for the occasion. That is the pattern we are forecasting below, not a number we intend to tally ourselves. A multi-day event contaminates its own baseline in any case — by day three, the average has begun absorbing the very discount it is meant to measure, which is one more reason we are not the ones keeping score here. Readers who want the arithmetic can pull the price-history chart themselves, and Prime Day is exactly the week those charts get interesting. Predictions are graded pass or fail. There is no partial credit. There never is.

For calibration: readers with long memories may recall our Memorial Day forecast underestimated exactly one thing — how fast AirPods Pro 2 clearance stock would dry up. We had not modeled scarcity. We have now.

The Predictions

P1 — Base iPad (11-inch A16) gets a genuine holiday discount, not just a banner: 80%. The most reliable event participant on the calendar. Its price-history chart shows a dip at every major sale event since its release, including two this year.

P2 — Apple Watch Series 11 sees a steeper-than-usual discount: 70%. September's successor announcement is close enough that inventory arithmetic favors the buyer.

P3 — AirPods Pro 3 crosses below its typical price band for the first time: 60%. The Pro 2 crossed the same line at its own first Prime Day. Precedent is the only physics retail respects, though new products are occasionally granted a second summer of exemption.

P4 — AirPods Pro 2 gets one more meaningful discount before clearance ends: 55%. In March we would have said 85%. The clearance pile has been shrinking since April, and scarcity has opinions. If it happens, it will be the last one, and someone should mark the occasion. It will apparently be us.

P5 — MacBook Air M4 13-inch gets a genuine holiday discount: 70%. And a sub-prediction filed with the calipers already out: that discount will just barely miss our own "meaningfully below typical price" bar for a real deal — close enough that the internet calls it a steal and our own definition declines to, by a margin thin enough to measure in the width of a sandwich rather than a percentage point. We will not attempt a number more precise than "thin"; inventing one would defeat the point of this entire exercise.

P6 — iPad Pro M5 (both sizes) sees no meaningful discount: 85%. Theater. The Pro line does not attend sales; it makes appearances.

P7 — MacBook Pro M5 14-inch sees nothing beyond its usual modest, threshold-missing discount: 80%.

P8 — AirPods Max gets marketed as a can't-miss Prime Day exclusive at a price it has quietly carried for most of the year: 90%. The banner will be new. The number will not. Readers who want proof are welcome to pull the price-history chart themselves; we suspect it will be a flat line with a flag planted partway through, labeled "Prime Day."

P9 — At least one accessory "70% off" doorbuster measured against a list price the product has never actually sold at: 95%. List prices are the fireworks of retail: loud, brief, and pointed away from the ground.

What We Decline to Predict

The exact dates: Amazon announces when it announces. iPhone pricing: carrier promotions are not prices but theater with a 36-month runtime, and we do not grade theater. Television doorbusters by model: event-week televisions materialize bearing derivative model numbers that exist nowhere else and vanish by August, and comparing one to its typical selling price is comparing a ghost to its own absence. We track what persists.

The Grading Protocol

Within a week of the event's close, we will publish the grade sheet: each prediction, pass or fail. Failure, listed first, is the only honest sort order. We will not be the ones producing the numbers that decide it — the same public price-history tools we pointed to above work just as well for grading as they did for the prediction, which is rather the point of using them. Throughout the event, every claimed discount on our deals page will be verified against its 90-day average, exactly as on every other day, because the method does not take holidays either.

The predictions are filed. The event will occur. A forecast that cannot embarrass you is not a forecast; it is a banner, and we have counted enough of those.

— The BuyGetRewards Editorial Staff

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