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MSR Decode · Profit and loss · Case 15

When Polymarket leaderboard profit diverged from trading profit

Five cases from May through September 2026 show payouts, historical values and unsupported credits entering public profit rankings. The evidence supports distinct accounting problems and leaves some ranking values unexplained.

Published October 7, 2026 · Evidence May–September 2026 · Updated October 21, 2026 · 9 min read
Contents
  1. 01 · A payout becomes profit only after costs
  2. 02 · Papeasy’s monthly figure closely followed payouts
  3. 03 · Four other cases exposed different ranking problems
  4. 04 · Different feeds could send different winners downstream
  5. 05 · Rank needs an accounting definition
  6. Scope and limitations
  7. Evidence and sources

On September 18, 2026, an account displayed as Papeasy led Polymarket’s monthly profit ranking with $6.13 million and $0 of trading volume. The ranked wallet was collecting contracts bought by other wallets, redeeming them and returning nearly all the cash to the suppliers. Its monthly figure closely followed gross payouts, while the contracts’ purchase costs sat elsewhere in the connected network. Papeasy records

This was one of five cases documented between May and September in which public rankings diverged from profit earned by the ranked wallet during the stated period. Other cases placed lifetime earnings into a daily result, brought old accounting amounts into recent rankings or credited gains unsupported by reconstructed trading. A separate group appeared with large, fixed values whose origin remains unresolved. The cases share a measurement problem; they do not establish one common technical cause.

A payout becomes profit only after costs

A winning prediction contract can pay $1, but that dollar is not all profit. In a hypothetical example, a trader pays 90 cents for a contract and receives $1 when it wins. The payout is $1; the gain is 10 cents before fees and other costs.

Wallet boundaries matter too. If wallet A buys the contract and wallet B receives and redeems it, the purchase cost can remain on A’s record while the payout appears on B’s. Looking at B alone can make a payout collector look like a highly profitable trader. Understanding the connected operation requires following both the contracts and their costs.

Accounting explained

The same dollar can describe a payout or a much smaller gain

Hypothetical one-contract example · before fees and other costs

MeasureAmountMeaning
Purchase cost$0.90Money spent to acquire the contract.
Winning payout$1.00Cash received when the contract wins.
Economic gain$0.10Payout less purchase cost.

This illustration explains the accounting distinction. It is not a measured return for Papeasy or any other account.

The time window creates a second distinction. A day’s profit needs a starting value and an ending value on the same accounting basis. If lifetime profit stays at $4 million throughout the day, the day’s gain is zero. Treating a missing starting value as zero can instead make the entire $4 million look newly earned. An old accounting difference can produce a similar ranking effect when it is inserted into a recent period.

Papeasy’s monthly figure closely followed payouts

The September 18 leaderboard showed $6,127,169.04 in monthly profit for the collecting address. The records examined over an 18-day transfer window showed 194 wallets supplying it with prediction contracts. Direct supplier transfers accounted for 99.87% of incoming contract transfers; the collecting wallet generally pulled the contracts using permissions the suppliers had granted. Contract transfers and ranking captures

The collector received about 7.4 million shares and approximately $3.99 million in payouts during that window. The roughly 54 cents paid per share received is a payout ratio, not a profit margin: the suppliers had bought both winning and losing positions, and their purchase costs belong in the economic calculation.

In a separate 30-day window ending September 18, the collector converted about $6.00 million of payouts into Polymarket’s dollar-denominated trading token and sent $5.93 million onward. Of the outgoing amount, 99.98% went to 145 wallets that had supplied contracts. Each of the 15 largest suppliers had received its first funding, exactly $200, from the collector within a 48-second interval on April 24. The transfers, funding and return payments support a connected operation. They do not identify its operator. Cash distribution and funding records

Money and contracts

Purchase costs and payouts appeared on different wallets

The observed roles in the connected network

StageWhat the records showed
Suppliers bought contractsThe supplier wallets carried the acquisition costs.
Contracts moved to the collectorThe collector received contracts directly rather than buying them through the exchange.
The collector redeemed contractsPayouts appeared on the ranked address.
Cash went back to suppliers99.98% of outgoing cash in the 30-day window went to supplier wallets.

The 194 suppliers belong to the 18-day contract-transfer window. The 145 cash recipients and $5.93 million belong to the separate 30-day window.

Transfer and cash records ↗

Sampled gains were much smaller than gross receipts

The sampled return estimate combines purchase costs from six supplier-wallet days with a win rate measured from traced contract transfers. On that basis, each $1 spent would return about $1.09 to $1.13: a gain of 9 to 13 cents per dollar of cost, or approximately 8% to 12% of receipts. These are estimated returns, not six directly observed cash returns. If the modeled returns generalized to about $6 million of payouts, the implied gain would be roughly $500,000 to $700,000. That is a conditional illustration, not a reconstruction of the operation’s total profit. Sample calculations and their limits

October 21 update: two differences from September

Papeasy’s collector still receives contracts from supplier wallets, redeems them and returns cash. The October check found two differences from the September observations.

Direct buying appeared. In the September 21–October 21 records examined, the collector’s own purchases first appear on October 10.

The monthly ranking no longer 100% matched the earlier payout fit. The $1.40 million figure captured on October 21 was not reproduced by the simple payout relationship observed in September.

We have not established when or why that ranking relationship changed, or recovered the current calculation. October check

Four other cases exposed different ranking problems

Twelve inactive wallets appeared with unexplained profits

In nine distinct archived server responses between September 15 at 19:29 UTC and September 17 at 10:24 UTC, 12 wallets appeared with fixed positive monthly figures. One led the ranking with $5,869,917.50; the others’ values started at $189,512. Each retained its own figure to the fraction of a cent across the approximately 39-hour episode. Dated episode records

The sources examined showed no recorded Polymarket-contract activity since 2024, no profile page and no all-time leaderboard entry for these wallets. Three other Polymarket sources did not provide comparable profit figures. The group was absent in surrounding captures, but the archived responses cannot establish uninterrupted visibility between observations. Its appearance is established; the origin of the values remains unresolved. These were saved page-data responses, not screenshots proving what every visitor saw.

Old accounting amounts repeatedly entered recent rankings

A separate pattern affected 13 dormant accounts. Fixed historical amounts, ranging from $4,403.78 to $102,266.87, reappeared in daily, weekly, monthly or category results. For one account, the discrepancy traced to different accounting treatment of a winning position in a 2021 Super Bowl market. That amount came from an old difference rather than a new winning bet. Historical accounting and archive records

Archived copies of the website’s monthly leaderboard placed members of this group in the top 20 on nine dates from July through September. On September 1, four were in the top 20 and the highest was No. 6. Appearances clustered near the start of the month, when active traders had accumulated fewer new gains. Some accounts nevertheless appeared, disappeared and returned while the entry threshold was falling. The old values explain their ability to rank highly; the intermittent inclusion remains unresolved.

A reconstructed loss appeared as a $980,000 monthly gain

On May 6, the website ranked a marketing account linked to the Gravia copy-trading service third for the month with $980,352.94 in profit. Its reconstructed trades and payouts instead showed a loss of approximately $5,268. May reconstruction and dated ranking

The account repeatedly created and redeemed matching Yes and No shares. A complete pair backed by $1 can return that same $1; returning the deposit does not itself earn a dollar of profit. The unsupported credits followed the April 29 introduction of new settlement software. Six of 42 accounts examined closely in the following nine-day window had confirmed unsupported credits. That is a selected sample, not a platform-wide rate.

At 18:00 UTC on May 8, the inflated totals were reset; an unrelated account’s $65,855.16 credit disappeared in the same hour. The published numbers changed. The reset does not establish that funds left the wallets, or that an affected wallet intentionally caused the error. The evidence supports a settlement-related accounting problem without recovering every internal calculation.

A missing starting value turned lifetime profit into daily profit

On June 23, the public feed ranked Inaccuratestake first for daily profit with $3,987,825.07, although the account had made no gain that day. Its accumulated lifetime profit appeared as that day’s result. Across 64 examined accounts, 35 with no daily gain were shown with a combined $6,186,805.38 of daily profit. These rankings come from the public feed; the investigation did not recover a usable website archive for the same episode. June records and accounting comparison

A separate, mechanically drawn comparison of 103 accounts tied the error to missing midnight starting records. Six of seven accounts without a baseline showed lifetime profit as daily profit. None of the 96 with a baseline did. This strongly supports the missing-baseline explanation, while the May case concerned unsupported credits added through a different accounting pathway.

The June comparison

The error concentrated in accounts missing the daily baseline

103 mechanically selected accounts · saved June episode

Starting recordAccounts examinedLifetime profit shown as daily profit
Missing76
Present960

The comparison supports the mechanism in this episode. It does not estimate the error rate across all Polymarket accounts or dates.

Baseline definitions and comparison ↗

Different feeds could send different winners downstream

The website changed its leaderboard source on September 10. The older public feed remained available without a retirement notice. Its monthly results counted from the beginning of the calendar month; the newer feed used roughly the preceding 30 days for ordinary accounts. Both could be labeled “monthly” while answering different period questions. Papeasy’s fitted running total was a separate finding, not the ordinary-account definition. Feed comparison and switch records

On September 18, the two daily sources shared only 28 of their top 50 names. An outside product using the older source could therefore show a materially different set of leading traders from the website.

The dormant-account figures also reached copy-trading tools. At 01:53 UTC on September 17, 12 of the 13 dormant accounts appeared in the older feed’s daily top 50. In a saved Stand capture, six of its top 10 belonged to that group, each beside a “Copy” button. Three open-source bots used the older feed to select accounts to follow. The evidence shows downstream use of faulty ranking data. It does not establish that a user copied an affected wallet or lost money. Product captures and code review

Other public surfaces could preserve different address scopes or histories. Papeasy’s leaderboard link opened the separate trading wallet’s profile, while the ranking described the collecting address. In September, the Gravia-linked account’s headline result showed a $6,859.59 loss, but its chart retained the erroneous $980,352.94 May peak. Neither comparison establishes a new accounting error; each shows why an address, period and source version must accompany the number.

Rank needs an accounting definition

The five cases show that a field labeled profit can carry gross receipts, a lifetime balance, an old accounting difference, unsupported credits or an unexplained value. Those differences can change who appears to be winning, and they matter when rankings guide trader selection, research or automated tools.

The supported finding is a historical market-data problem. Before treating rank as performance, a reader needs to know which wallet is measured, which costs are included, where the period begins and which source supplies the figure. The evidence does not establish a common cause, deliberate manipulation, ranking-linked rewards or losses to users. It also does not establish that any of these problems remains live today.

Evidence tables, source files and corrections

Evidence and sources

The dated findings below retain the report’s exact values, separate accounting windows and qualifications. Read the supplied October research report. File hashes for the report and selected records.

Papeasy ranking and transaction records

The collecting address was 0x111f73e91f85b6fe4de1ddec3de2fe32122e355b; the linked trading wallet was 0xccc4e132674619c6faccfeb4e05d6173088f9267. They are different addresses. The leaderboard ranked the collector while the linked profile reported the trading wallet’s results.

The measured quantities answer different questions

MeasureValueAccounting scope
Displayed monthly profit6,127,169.04 USDSeptember 18 ranking for the collector
Displayed trading volume0 USDSame ranking capture; not proof of inactivity
Suppliers observed19418-day contract-transfer window
Shares receivedAbout 7.4 million18-day contract-transfer window
Payouts receivedAbout 3.99 million USD18-day window; about 54 cents per received share
Payouts convertedAbout 6.00 million USDSeparate 30-day cash window ending September 18
Cash sent onward5.93 million USD30-day window; 99.98% to 145 supplier wallets
Suppliers with monthly figures178174 negative; combined displayed result −$6,076,534
Modeled sampled returns1.09–1.13 USD per 1 USD spentSix wallet-days’ costs with a separately measured win rate; not observed cash returns
Conditional gain illustration500,000–700,000 USDAssumes those six wallet-days generalize to about $6M payouts

The partial supplier enumeration must not be treated as a full 30-day network census. Displayed losses cannot be summed into certified operation-wide PnL. An early estimate pricing only winning legs omitted losing positions and was superseded; the corrected six-wallet-day illustration remains conditional.

The estimated payouts apply a 58.0% leg-count or 60.3% value-weighted win rate from a separate traced-transfer sample to $26,659.98 of shares from six sampled wallet-days. The resulting $15,462.79–$16,075.97 payout estimate is compared with $14,193.46 of purchase costs. This is a modeled comparison, not direct recovery of all six days’ realized payouts.

The August 19 starting point is fitted. A close in-sample match is not a recovered internal formula. The approximately $240,000 later discrepancy and the failure to explain DAY remain unresolved.

October 21 follow-up

The direct-buying observation covers September 21–October 21; October 10 is the first purchase date within that examined window, not a claim about the wallet’s entire history. The ranking observation is dated October 21 and does not establish a change in the underlying algorithm.

Dated observations and scope · Supporting reconciliation

The September twelve-wallet episode

Nine distinct server fetches span September 15 at 19:29:02 UTC through September 17 at 10:23:53 UTC. Each wallet kept its own positive value fixed to the fraction of a cent. The maximum was $5,869,917.50 and the smallest exceeded $189,512. These are archived page-data responses, not continuous observation or a recovered cause.

Capture times and cache timestamps · Reviewed ranking rows

Historical amounts and website ranking dates

The thirteen-account group is distinct from the twelve-wallet September episode. Fixed old accounting amounts ranged from $4,403.78 to $102,266.87. The Super Bowl provenance applies to one traced account; it does not explain all thirteen. The supplied report lists the following five examples from the nine dates on which members appeared in the website’s monthly top 20.

Selected dated monthly leaderboard appearances

Date Dormant accounts in top 20 Highest rank Largest figure shown
Jul. 1 2 15 $100,287.23
Aug. 2 3 12 $102,266.87
Aug. 4 2 16 $102,266.87
Sep. 1 4 6 $100,287.23
Sep. 4 3 15 $102,266.87

Archive sightings including source filenames · Archive date summary

Most archives preserve server page data. Same-day appearances and disappearances remain unexplained. Zero displayed volume alone does not establish dormancy.

The May unsupported-credit case

The supplied report records the May 6 website rank of third, $980,352.94 displayed monthly profit, approximately $5,268 reconstructed loss and the May 8 18:00 UTC reset. Six confirmed credited accounts came from 42 examined closely in the nine-day window. These counts do not describe every user of the settlement route. The reset is a change in published accounting, not evidence of contemporaneous funds leaving the accounts.

The report’s May section and underlying trade-and-payout workpapers define this reconstruction. The selected records available here do not constitute an independent reexecution of the complete May investigation. May findings in the source report.

The June baseline comparison

Inaccuratestake’s June 23 daily-feed figure was $3,987,825.07. The 35 zero-gain accounts among 64 examined carried combined reported daily gains of $6,186,805.38. The separate 103-account comparison found six affected accounts among seven missing the baseline, and zero among 96 retaining it.

The historical series labels its period baseline at 01:00 under the one-hour label offset documented in the original review. Calling it the midnight baseline describes the accounting boundary, not an assertion that the stored label reads 00:00. Two of the six comparison positives traded that day: the mechanism is missing starting values, not necessarily inactivity.

Original review excerpt with the 103-account test and contrary controls · June episode in the source report

Feed definitions and profile address scope

The website’s source change is bracketed by server fetches on September 10 at 16:04:17 and 20:02:03 UTC. Older monthly values were calendar-month-to-date; newer ordinary-account values used trailing windows. The two September 18 daily top 50 lists shared 28 accounts. Different address scope explains the Papeasy leaderboard link and trading-profile comparison; it is not the same wallet simultaneously showing both results.

Feed and profile measurements · Board positions and comparison inputs

Copy-trading captures and the limits of downstream use

The source report records twelve of thirteen dormant accounts in the older daily top 50 at 01:53 UTC on September 17, six of ten Stand rows with Copy buttons, and three open-source copy bots selecting accounts from the older feed. Those findings concern the old dormant group, not demonstrated reliance on Papeasy. The evidence does not show an executed copy trade, ranking-linked benefit or a user loss. The Gravia profile headline of −$6,859.59 in September and historical May chart peak describe different time scopes.

Downstream findings and limitations in the source report. The complete product-capture and May reproduction workpapers remain available for independent review; the linked selected files are not that complete package.

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