undamentalytics Newsletter

Natauri Jo: insider trades

Director at 2 companies we cover. 1 open-market purchase and 38 sales not made under a pre-set plan, reported from May 28, 2020 to December 14, 2022.

Would copying Natauri Jo’s purchases have beaten the S&P 500?

Too few purchases to judge. Only 1 purchase has 12 months of prices after the report; we judge insiders once they have 20. The figures below can swing a long way on a handful of trades. Buying each purchase the day after it was reported, an equal amount each, and holding it 12 months or until they reported a sale would have turned $10,000 on August 16, 2021 into $8,739 by November 2, 2026, −2.6% a year. The copy held shares only 19% of the time, so the fair comparison is the S&P 500 on those same days with Treasury bills otherwise: $11,817, +3.3% a year (the S&P 500 held throughout made $18,153, +12.2% a year). Beta against the index was 0.25. Twelve months after each report, the average purchase was −25.4% against the S&P 500 (median −25.4%), and 0% beat it. Measured from the trade date, the insider’s own timing, the average was −7.3%. After their sales, the shares moved +16.4% against the index over 12 months on average (a negative figure means selling was the right call); 42% trailed it.

With 296 insiders tested, some will look skilled or unskilled by chance alone: when we replaced each insider’s stocks with random companies bought on the same days, about 5.7 cleared the bar ahead and 23.3 behind. One record on its own proves little.

$0$10.0k$20.0k 202120222023202420252026 $18.2k$11.8k$8.7k
Copying Natauri JoS&P 500, same days investedS&P 500, held throughout $10,000 copying Natauri Jo’s open-market purchases from August 16, 2021, before costs and taxes, marked weekly. Each purchase gets the same starting stake, bought at the close of the first trading day after the report and sold 12 months later or the day after a reported sale of that stock; uninvested money earns the Treasury bill rate. “Same days invested” holds the S&P 500 only on the days the copy held shares, Treasury bills otherwise.
Return a year, copying
−2.6%
S&P 500, same days invested
+3.3% (held throughout +12.2%)
Time in shares
19%
Sharpe ratio (S&P 500)
−0.33 (0.54)
Biggest drop (S&P 500)
−37% (−25%)
Market sensitivity (beta)
0.25
Purchases copied
1

Trade by trade

Natauri Jo: trades against the S&P 500 afterwards
MeasuredTrades countedAverage vs S&P 500MedianWent the right wayYearst-statisticp-valueEvidence
Purchases, 3 months after the report 1 −7.6% −7.6% 0% 1 — — Not enough years
Purchases, 6 months after the report 1 −8.4% −8.4% 0% 1 — — Not enough years
Purchases, 12 months after the report 1 −25.4% −25.4% 0% 1 — — Not enough years
Purchases, 12 months after the trade 1 −7.3% −7.3% 0% 1 — — Not enough years
Sales, 3 months after the report 38 +10.6% +16.9% 37% 3 — — Not enough years
Sales, 12 months after the report 38 +16.4% +10.7% 42% 3 — — Not enough years
Sales, 12 months after the trade 38 +15.7% +12.6% 37% 4 1.15 0.33 No reliable evidence

“Average vs S&P 500” is the stock’s return including dividends minus the index’s over the same dates, from the close on the first trading day after the report, or from the close on the trade date. Only windows that have finished are counted. For sales, a negative figure means the stock lagged after it was sold, so selling was the right call (green). “Went the right way” is the share of purchases that beat the index, or of sales that trailed it. The t-statistic uses one average per year of reports, because one person’s trades bunch into the same stock and weeks, and needs trades in at least four different years; the p-value comes from the t distribution with that number of years (with four years, a t of 2 has p = 0.14). “Some evidence” means p under 5%, “strong evidence” p under 1% over at least six years.

Companies traded

CompanyTitle on the latest filingPurchasesSalesFirst reportLatest report
Flywire Corp FLYW —034December 13, 2021December 14, 2022
Avantor, Inc. AVTR —14May 28, 2020August 13, 2021

Trades and what followed

Moves are against the S&P 500; green means the trade went the insider’s way.

ReportedTradedCompanyTradeValue3 months after report12 months after report12 months after trade
December 14, 2022December 12, 2022 FLYW Sale $7,105,022 +25.8%−14.8%−13.2%
December 12, 2022December 8, 2022 FLYW Sale $3,370,999 +22.7%−17.9%−15.7%
December 8, 2022December 6, 2022 FLYW Sale $12,193,426 +26.6%−16.4%−11.2%
December 6, 2022December 2, 2022 FLYW Sale $3,380,866 +18.7%−15.6%−9.8%
December 2, 2022November 30, 2022 FLYW Sale $3,752,597 +24.2%−11.3%+1.1%
November 30, 2022November 28, 2022 FLYW Sale $1,529,199 +28.4%−5.1%−4.4%
November 28, 2022November 23, 2022 FLYW Sale $3,255,682 +27.0%−3.8%−5.6%
November 23, 2022November 21, 2022 FLYW Sale $3,008,932 +19.0%−7.1%−4.1%
November 21, 2022November 17, 2022 FLYW Sale $5,927,622 +20.7%−0.5%−5.5%
November 17, 2022November 15, 2022 FLYW Sale $7,524,165 +15.1%−8.4%−20.8%
November 15, 2022November 11, 2022 FLYW Sale $8,321,852 +2.7%−17.4%−12.2%
September 15, 2022September 13, 2022 FLYW Sale $4,489,850 −11.1%+10.9%+2.7%
September 13, 2022September 9, 2022 FLYW Sale $4,677,275 −17.2%+1.7%+7.0%
September 9, 2022September 7, 2022 FLYW Sale $3,866,330 −19.6%+4.3%+14.6%
September 7, 2022September 2, 2022 FLYW Sale $3,527,612 −16.2%+10.5%+25.4%
September 2, 2022August 31, 2022 FLYW Sale $3,355,856 −12.6%+19.6%+21.9%
August 31, 2022August 29, 2022 FLYW Sale $2,262,210 −12.5%+25.3%+20.6%
August 29, 2022August 25, 2022 FLYW Sale $2,387,226 −17.5%+23.4%+13.8%
August 25, 2022August 23, 2022 FLYW Sale $2,367,618 −16.3%+17.9%+16.1%
August 23, 2022August 19, 2022 FLYW Sale $3,111,980 −18.7%+15.2%+17.3%
August 19, 2022August 17, 2022 FLYW Sale $4,335,434 −13.3%+17.0%+11.3%
August 17, 2022August 15, 2022 FLYW Sale $7,514,138 −8.9%+12.5%+10.0%
June 16, 2022June 14, 2022 FLYW Sale $2,586,216 +42.0%+78.8%+85.5%
June 10, 2022June 8, 2022 FLYW Sale $378,659 +62.2%+84.0%+62.7%
June 8, 2022June 6, 2022 FLYW Sale $3,866,976 +47.8%+70.4%+60.1%
June 6, 2022June 2, 2022 FLYW Sale $10,499,868 +33.9%+62.0%+46.1%
June 2, 2022May 31, 2022 FLYW Sale $3,228,097 +24.0%+53.7%+54.9%
May 31, 2022May 26, 2022 FLYW Sale $17,832,439 +30.9%+54.7%+45.4%
May 24, 2022May 20, 2022 FLYW Sale $4,935,040 +37.1%+53.6%+52.2%
May 20, 2022May 18, 2022 FLYW Sale $2,725,278 +31.3%+56.9%+58.6%
May 19, 2022May 17, 2022 FLYW Sale $1,732,581 +25.5%+52.2%+57.3%
December 17, 2021December 15, 2021 FLYW Sale $2,363,265 −16.3%−20.7%−23.9%
December 15, 2021December 13, 2021 FLYW Sale $5,776,854 −11.3%−18.7%−25.5%
December 13, 2021December 9, 2021 FLYW Sale $6,629,280 −21.7%−22.8%−32.7%
August 13, 2021July 12, 2021 AVTR Purchase $10,899 −7.6%−25.4%−7.3%
May 13, 2021May 11, 2021 AVTR Sale $80,589,334 +14.8%−2.6%0.0%
May 7, 2021May 17, 2019 AVTR Sale $5,253,699 +19.7%−0.2%+20.8%
August 25, 2020August 21, 2020 AVTR Sale $300,395,568 +14.4%+50.8%+40.4%
May 28, 2020May 26, 2020 AVTR Sale $218,249,935 +0.2%+29.2%+34.7%

Open-market purchases and sales of at least $10,000 in companies we cover, from SEC Form 4 filings; sales made under a pre-set Rule 10b5-1 plan are not shown. “Not yet” means the window has not finished or the share price was under $5 at entry. These are the shares’ moves after each trade: they say nothing about why Natauri Jo traded and do not suggest the use of non-public information. How every insider compares · the insider trading backtest.