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title: "GapSense Phygital Airdrop: 3-Signal Filter to Dodge the Claimed-EV Trap" date: "2026-04-20" description: "Phygital's "Mini 50/50 Pack" shows Claimed EV +1.9%. But Adjusted EV is -95.9%. Pool is 96% depleted (as of 2026-04-20 11:29 UTC, GapSense live feed). Open" lang: "en" tags: ["lang:ja","GapSense","フィジタル","エアドロ","WEB3","EV分析","lang:en"]
Phygital's "Mini 50/50 Pack" shows Claimed EV +1.9%. But Adjusted EV is -95.9%. Pool is 96% depleted (as of 2026-04-20 11:29 UTC, GapSense live feed). Open it trusting the display, and you're almost guaranteed to end up in the red.
This is the classic Claimed-EV trap. The official display shows "positive expected value," but the high-value cards have already been pulled. Today I'm sharing a concrete method to dodge this trap using 3 signals.
Why Claimed EV Alone Loses
Claimed EV is calculated by "evenly distributing all announced prize tiers across every remaining pack." The assumption is that prizes are still evenly distributed throughout the pool. In real phygital operations, that assumption breaks down the more packs get opened.
GapSense's Adjusted EV recalculates by subtracting the high-value slots that have actually been pulled, based on past win history. That's why you get extreme divergences like Claimed +2% / Adjusted -66% on the same pack.
The Method I Tried First — And Lost With
I started by running packs with positive Claimed EV from the top of the list. Alternating between beezie's "Gold TCG" and phygital's "Pro Pack." Result: Gold TCG broke even, Pro Pack lost 4 in a row for -$38.
The reason was simple. Pro Pack was Adjusted -58.8% with 60% pool depletion. I was only looking at Claimed — so I was essentially buying an empty box. The moment I looked at the Adjusted column, I rewrote my rules.
The 3-Signal Filter: Check These Before You Open
| Signal | Threshold (Buy) | Threshold (Avoid) |
|---|---|---|
| ① Pool Depletion Rate | Under 30% | 50% or above |
| ② Claimed−Adjusted Divergence | Within ±10% | Divergence over 40% |
| ③ Calibration Confidence | high | low / n/a |
Open only when all 3 signals align on the "Buy" side. Two out of three is still a no. That sounds strict — but in the live data from 2026-04-20 across 40 packs, only 4 packs cleared all 3 signals (source: GapSense Pack EV).
Packs Passing the Filter Right Now
From the 2026-04-20 11:29 UTC snapshot, packs that passed the 3-signal filter:
| Pack | Claimed | Adjusted | Depletion |
|---|---|---|---|
| renaiss · OMEGA | +8.0% | +8.0% | Low |
| renaiss · RenaCrypt | +8.0% | +8.0% | Low |
| beezie · Platinum TCG | -6.0% | +777.6% | Low |
| beezie · Wildcard | -7.2% | +191.5% | Low |
beezie's two packs are "Claimed negative, Adjusted positive" hidden gems. Anyone watching only the official display walks right past them. The real yield from airdrop farming concentrates here.
The Contrarian Truth
The conventional wisdom is "run packs with high Claimed EV." In reality, it's the opposite — packs where Claimed is negative and Adjusted is positive are the actual farming targets. Because the bad display keeps other users away, the high-value slots keep sitting there. Claimed+ draws the crowd, drains the pool, and you end up holding the losing tickets.
The 10-Minute Routine: Build Today's List
- Open
https://gapsense.uk/pack-ev - Filter out everything below high in the Calibration column
- Filter out anything at 50%+ in the Pool Depletion column
- Sort the remaining list by Adjusted EV descending
- Add the top 5 packs to your watchlist, set a per-pack budget cap, and start
My list from this morning using this routine: 4 packs. Review and orders done in under an hour. Results are more consistent than chasing the top Claimed EV picks blindly.
When This Filter Doesn't Work
- Newly released packs (Calibration low / n/a): Not enough historical data — Adjusted is unreliable. Wait for sample data during the first two weeks.
- Small pools (under 500 total): Depletion rates swing wildly day to day, and morning numbers can be invalid by noon. Frequent rechecking is mandatory.
- Speculation-driven packs: When NFT secondary market prices move suddenly, market conditions dominate over EV calculations.
FAQ
Is positive Claimed EV enough to buy?
No. Always read Adjusted EV and pool depletion together. Looking at Claimed alone is the classic trap — you'll buy a depleted empty pack at full price.
Is a pack with +777% Adjusted for real?
If the historical sample is sufficient and Calibration is high, mathematically it does reflect real remaining value. But variance per single pull is high — treat it as an expected value over multiple opens, not a single-pull guarantee.
While the crowd gets pulled toward Claimed displays, quietly picking up the remaining slots with the 3-signal filter is the winning play for April 2026.
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