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MSR DecodeSample work product

Sample MSR Forensic Memorandum

Illustrative work product based entirely on published MSR research. Not a client engagement.

Every fact in this memorandum is drawn from MSR’s published case “The $917,000 BNB profit held up; the 23-win claim did not” (MSR-CASE-03). It re-presents that public finding in the section structure MSR delivers for a commissioned engagement; no new analysis, evidence, or number is introduced here. This is a format sample, not a new investigation.

Reading guide — question: §02 · records used: §04 · what the reconstruction showed: §05 · explanations tested: §07 · what remains unresolved: §10 · supporting evidence: §12.

Contents
  1. Executive Finding
  2. Question examined
  3. Scope
  4. Records Examined
  5. Reconstruction
  6. Economic Analysis
  7. Alternative Explanations Tested
  8. Finding
  9. What the Evidence Establishes
  10. What the Evidence Does Not Establish
  11. Limitations
  12. Source list
  13. Methodology Reference
01

Executive Finding

$917,311.53

Confirmed realized profit ($921,178.80 including rebates), across a single 3.1-hour session in Polymarket’s five-minute “BNB Up or Down” quick markets. The claimed 23-of-24 win rate does not hold — the verified record is 21 of 24 (87.5%). The mechanism was a late-window timing strategy against a quote that did not reprice during the observed session, plus one complementary-pair arbitrage that occurred once — not the directional market-reading the original claim implied.

02

Question examined

Did a wallet that turned roughly $449K into a claimed ~$917K profit trading Polymarket’s five-minute BNB markets do so through skillful directional trading, and does the claimed 23-of-24 win rate hold against the venue’s own trade record?

03

Scope

One wallet (0x7597…4421). A single 3.1-hour session — July 17, 2026, 09:12–12:19 UTC. 24 of 39 consecutive five-minute “BNB Up or Down” quick markets on Polymarket. This session is the wallet’s entire recorded trading history on the venue.

04

Records Examined

  • 139 buy fills and zero sell fills, reconstructed from the wallet’s on-chain activity, plus 21 redemptions and 1 merge.
  • Each of the 24 markets’ own quote-acceptance timestamp, from Polymarket’s public market metadata.
  • Binance spot BNB/USD price history for the same windows.
  • The Chainlink BNB/USD data stream Polymarket uses to resolve these markets.
05

Reconstruction

Cash deployed: $449,469.69 across 139 buy fills. Cash returned: $1,366,781.22 from 21 redemptions and 1 merge. Rebates: $3,867.27 in maker/taker rebates settled after the session. Net realized: $921,178.80 including rebates — $917,311.53 excluding them, the figure that ties to the viral claim to within $311.53.

06

Economic Analysis

In the retrieved records, fills within a market and side printed at the same price to four decimal places, subject to the unresolved U13 and U14 source-artifact differences noted below. Each market’s quote-acceptance timestamp predates that market’s window opening by 23.8–23.9 hours in all 24 markets. The median fill landed 104 seconds before its market closed; 48.2% of fills had 90 seconds or less left on a 300-second clock, and among that late-window group, 79.7% of the dollars bought the side BNB’s own spot price had already moved toward. In one market, the wallet bought both the Up and Down side at $0.20 each — a complementary pair worth $1.00 at settlement regardless of outcome — for a locked-in +$26,069.03.

07

Alternative Explanations Tested

  • Manipulation. Neither evidenced nor excluded — the decisive price moves were statistically indistinguishable from the market’s ordinary noise.
  • Genuine directional skill. Tested against the late-window timing pattern and the quote that did not reprice during the observed session, and rejected as the primary mechanism.
  • A resolution-source discrepancy. 2 of 24 windows resolved opposite to the direction Binance’s own spot price had moved — consistent with Polymarket’s Chainlink resolution feed and Binance spot disagreeing at the tick, on sub-1.3-basis-point moves.
08

Finding

Profit confirmed · win-rate claim corrected

Real profit, mischaracterized mechanism.

The wallet’s $917K realized profit is confirmed. Its win-rate claim is not: the verified record is 21 of 24 (87.5%), not 23 of 24 (~96%); no reading of the published fills reaches 23. The mechanism is a late-window timing strategy against a quote that did not reprice during the observed session, plus one complementary-pair arbitrage that occurred once — not the directional market-reading the original claim implied.

09

What the Evidence Establishes

  • The $917,311.53 realized-profit figure, to within $311.53 of the viral claim.
  • The corrected 21-of-24 (87.5%) win rate.
  • That the pricing behavior behind the profit is a timing/quote-staleness pattern plus one arbitrage, not repeated directional calls.
  • That 2 of 24 resolutions diverged from Binance spot direction, consistent with the venue’s Chainlink-vs-Binance resolution design.
10

What the Evidence Does Not Establish

  • Manipulation — neither evidenced nor excluded.
  • Whether the pricing behavior still exists today — this reconstruction covers one historical session only.
  • Copyability — not established; the wallet has not traded again since, for reasons the record does not show.
11

Limitations

Two non-material artifact discrepancies between the published case page and its machine-readable ledger remain open, logged as U13 and U14 in MSR’s public unreconciled-items register; neither affects the dollar reconciliation, the 21-of-24 result, or the finding above. This memorandum covers a single historical trading session and does not extend to any other wallet, market, or time period.

12

Source list

13

Methodology Reference

This reconstruction follows MSR’s standard, disclosed method — see Methodology. Independent reconstruction runs from on-chain and public venue data; the wallet’s own fills, not a self-reported figure, are the basis for every number above.

This memorandum is illustrative and is not a substitute for a scoped engagement — see Capabilities for how an engagement works.

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