undamentalytics Newsletter

Marr John S Jr: insider trades

Chief executive, Officer, Director at Tyler Technologies Inc. 1 open-market purchase and 103 sales not made under a pre-set plan, reported from May 20, 2010 to September 11, 2025.

Would copying Marr John S Jr’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 May 21, 2010 into $16,436 by November 2, 2026, +3.1% a year. The copy held shares only 3% of the time, so the fair comparison is the S&P 500 on those same days with Treasury bills otherwise: $14,695, +2.4% a year (the S&P 500 held throughout made $92,750, +14.5% a year). Beta against the index was 0.03. Twelve months after each report, the average purchase was +26.2% against the S&P 500 (median +26.2%), and 100% beat it. Measured from the trade date, the insider’s own timing, the average was +26.5%. After their sales, the shares moved +2.0% against the index over 12 months on average (a negative figure means selling was the right call); 55% 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$50.0k$100k 201020122014201620182020202220242026 $92.8k$16.4k$14.7k
Copying Marr John S JrS&P 500, same days investedS&P 500, held throughout $10,000 copying Marr John S Jr’s open-market purchases from May 21, 2010, 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
+3.1%
S&P 500, same days invested
+2.4% (held throughout +14.5%)
Time in shares
3%
Sharpe ratio (S&P 500)
0.32 (0.79)
Biggest drop (S&P 500)
−10% (−34%)
Market sensitivity (beta)
0.03
Purchases copied
1

Trade by trade

Marr John S Jr: 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 +9.3% +9.3% 100% 1 — — Not enough years
Purchases, 6 months after the report 1 +12.3% +12.3% 100% 1 — — Not enough years
Purchases, 12 months after the report 1 +26.2% +26.2% 100% 1 — — Not enough years
Purchases, 12 months after the trade 1 +26.5% +26.5% 100% 1 — — Not enough years
Sales, 3 months after the report 103 −1.0% +0.9% 48% 16 0.07 0.95 No reliable evidence
Sales, 12 months after the report 103 +2.0% −1.8% 55% 16 0.94 0.36 No reliable evidence
Sales, 12 months after the trade 103 +1.9% −2.7% 53% 16 0.90 0.38 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
Tyler Technologies Inc TYL Executive Chair of the Board1103May 20, 2010September 11, 2025

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
September 11, 2025September 9, 2025 TYL Sale $2,242,617 −21.9%−51.7%−57.7%
September 2, 2025August 28, 2025 TYL Sale $2,360,998 −22.8%−53.0%−52.6%
June 11, 2025June 9, 2025 TYL Sale $2,289,648 −16.5%−77.1%−70.2%
June 3, 2025May 30, 2025 TYL Sale $1,645,957 −13.4%−71.2%−76.0%
May 27, 2025May 22, 2025 TYL Sale $2,274,652 −12.6%−75.6%−76.0%
May 13, 2025May 9, 2025 TYL Sale $2,794,312 −8.1%−71.7%−77.0%
March 10, 2025March 6, 2025 TYL Sale $3,713,983 −5.0%−60.1%−59.3%
December 6, 2024December 4, 2024 TYL Sale $3,801,315 −2.5%−42.4%−41.5%
November 26, 2024November 25, 2024 TYL Sale $7,363,912 +1.3%−42.0%−40.5%
November 14, 2024November 12, 2024 TYL Sale $6,785,726 +1.0%−36.5%−38.4%
August 22, 2024August 20, 2024 TYL Sale $5,785,122 −1.5%−18.4%−19.6%
August 12, 2024August 8, 2024 TYL Sale $5,754,995 −4.9%−21.4%−25.3%
June 7, 2024June 5, 2024 TYL Sale $5,808,918 +22.0%+9.1%+6.3%
May 16, 2024May 14, 2024 TYL Sale $5,840,372 +12.5%+4.4%+4.0%
March 14, 2024March 12, 2024 TYL Sale $6,073,793 +6.9%+26.5%+21.3%
February 27, 2024February 23, 2024 TYL Sale $5,697,066 +4.1%+21.4%+22.3%
December 13, 2023December 11, 2023 TYL Sale $2,840,456 −7.9%+19.5%+21.5%
December 6, 2023December 5, 2023 TYL Sale $2,658,927 −5.4%+20.9%+18.8%
November 17, 2023November 15, 2023 TYL Sale $4,193,747 −6.2%+14.2%+10.9%
November 16, 2023November 14, 2023 TYL Sale $4,633,936 −5.5%+13.1%+12.4%
June 13, 2023May 17, 2023 TYL Sale $7,870,520 −6.1%−5.6%−5.6%
June 7, 2023June 5, 2023 TYL Sale $5,525,730 −3.5%−4.2%−5.5%
May 8, 2023May 4, 2023 TYL Sale $4,209,780 −11.2%−4.2%−5.9%
March 15, 2023March 14, 2023 TYL Sale $2,439,375 +6.9%−6.2%−4.8%
March 13, 2023March 9, 2023 TYL Sale $2,317,373 +8.0%−4.8%+2.1%
June 10, 2022June 8, 2022 TYL Sale $2,182,500 +10.1%+5.6%+0.6%
December 10, 2021December 8, 2021 TYL Sale $12,693,681 −13.3%−22.4%−25.6%
November 17, 2021November 15, 2021 TYL Sale $19,275,550 −16.7%−27.6%−25.4%
November 5, 2021November 3, 2021 TYL Sale $11,380,789 −9.4%−28.0%−27.3%
September 3, 2021September 1, 2021 TYL Sale $11,820,436 +3.0%−12.1%−13.7%
August 26, 2021August 24, 2021 TYL Sale $7,095,887 +3.0%−11.7%−11.5%
August 12, 2021August 10, 2021 TYL Sale $345,372 +9.5%−10.6%−9.2%
June 15, 2021June 14, 2021 TYL Sale $6,926,801 +1.8%−17.2%−17.1%
June 9, 2021June 7, 2021 TYL Sale $4,083,000 +6.1%−13.2%−11.4%
May 20, 2021May 18, 2021 TYL Sale $3,970,900 +10.4%−10.1%−12.9%
February 26, 2021February 25, 2021 TYL Sale $6,064,110 −23.7%−23.8%−21.3%
February 19, 2021February 17, 2021 TYL Sale $11,674,100 −20.1%−24.2%−13.5%
December 10, 2020December 9, 2020 TYL Sale $13,691,696 −14.3%−14.9%−13.5%
December 3, 2020December 1, 2020 TYL Sale $6,524,566 −9.2%−5.0%−8.7%
November 25, 2020November 24, 2020 TYL Sale $4,103,400 +2.3%−7.2%−5.8%
November 16, 2020November 12, 2020 TYL Sale $5,019,120 +5.9%−0.6%−1.3%
September 3, 2020September 1, 2020 TYL Sale $10,738,510 +19.1%+12.9%+10.2%
June 5, 2020June 3, 2020 TYL Sale $10,815,390 −14.4%−17.4%−31.8%
June 1, 2020May 28, 2020 TYL Sale $10,727,843 −23.6%−33.8%−30.5%
May 20, 2020May 18, 2020 TYL Sale $14,288,600 −19.4%−29.6%−29.2%
May 14, 2020May 12, 2020 TYL Sale $5,043,320 −23.6%−37.0%−26.8%
May 8, 2020May 6, 2020 TYL Sale $16,437,900 −15.0%−26.5%−26.3%
March 6, 2020March 4, 2020 TYL Sale $9,854,850 +0.1%−10.3%−9.9%
February 26, 2020February 24, 2020 TYL Sale $6,482,200 +14.9%+16.6%+19.1%
December 6, 2019December 4, 2019 TYL Sale $7,173,100 +13.2%+36.6%+25.1%
December 4, 2019December 2, 2019 TYL Sale $4,284,750 +17.3%+26.2%+29.7%
August 27, 2019August 23, 2019 TYL Sale $2,552,900 +5.7%+10.8%+11.4%
August 23, 2019August 21, 2019 TYL Sale $5,160,600 +3.1%+11.2%+13.7%
August 9, 2019August 7, 2019 TYL Sale $4,724,975 +2.6%+12.0%+27.1%
June 14, 2019June 12, 2019 TYL Sale $6,605,040 +13.3%+46.0%+51.8%
March 14, 2019March 12, 2019 TYL Sale $6,025,300 +5.5%+44.4%+43.2%
August 31, 2018August 29, 2018 TYL Sale $7,447,360 −19.7%−1.5%+2.3%
August 15, 2018August 13, 2018 TYL Sale $5,565,240 −15.7%+4.3%+5.9%
June 15, 2018June 13, 2018 TYL Sale $5,749,356 −3.7%−13.0%−13.1%
June 11, 2018June 7, 2018 TYL Sale $1,764,387 +1.7%−13.0%−9.7%
June 7, 2018June 5, 2018 TYL Sale $7,987,000 +2.4%−11.1%−12.9%
May 18, 2018May 16, 2018 TYL Sale $3,414,000 −1.0%−9.0%−12.9%
May 16, 2018May 14, 2018 TYL Sale $6,848,250 −1.7%−12.7%−13.4%
March 7, 2018March 5, 2018 TYL Sale $8,571,230 +6.4%−7.8%−8.9%
December 8, 2017December 6, 2017 TYL Sale $3,213,441 +10.5%+0.8%−1.8%
December 6, 2017December 5, 2017 TYL Sale $3,143,810 +7.3%−0.2%−3.4%
November 22, 2017November 20, 2017 TYL Sale $4,676,640 +9.0%+2.3%0.0%
November 3, 2017November 1, 2017 TYL Sale $8,270,717 +5.2%−0.9%+2.8%
August 29, 2017August 25, 2017 TYL Sale $1,935,685 −1.6%+24.0%+21.6%
August 25, 2017August 23, 2017 TYL Sale $4,192,261 −2.7%+23.2%+19.7%
June 7, 2017June 5, 2017 TYL Sale $865,600 −2.4%+19.2%+20.6%
May 24, 2017May 22, 2017 TYL Sale $850,350 −2.2%+18.3%+16.6%
May 18, 2017May 16, 2017 TYL Sale $4,017,880 −2.0%+16.5%+18.8%
December 15, 2016December 13, 2016 TYL Sale $4,385,271 +5.2%+7.4%+2.3%
September 2, 2016August 31, 2016 TYL Sale $4,008,903 −15.2%−13.8%−10.8%
June 2, 2016May 31, 2016 TYL Sale $7,443,337 +1.4%−8.4%−6.0%
December 11, 2015December 9, 2015 TYL Sale $4,712,181 −28.9%−29.5%−28.1%
December 4, 2015December 1, 2015 TYL Sale $9,407,980 −27.8%−25.8%−22.6%
November 20, 2015November 18, 2015 TYL Sale $13,001,830 −22.6%−19.2%−17.4%
November 6, 2015November 4, 2015 TYL Sale $12,770,249 −9.8%−14.6%−8.3%
May 20, 2015May 18, 2015 TYL Sale $8,586,800 +14.6%+19.5%+16.7%
December 16, 2014December 15, 2014 TYL Sale $2,912,351 +7.9%+57.0%+56.2%
December 3, 2014December 2, 2014 TYL Sale $5,535,000 +2.8%+59.2%+57.4%
November 6, 2014November 5, 2014 TYL Sale $2,500,560 +1.7%+50.3%+50.1%
September 16, 2014September 12, 2014 TYL Sale $630,770 +21.9%+69.0%+61.9%
August 25, 2014August 21, 2014 TYL Sale $4,536,000 +16.2%+51.7%+49.2%
August 8, 2014August 5, 2014 TYL Sale $4,531,200 +14.3%+41.8%+44.0%
December 11, 2013December 9, 2013 TYL Sale $4,747,896 −14.1%−1.8%−2.7%
November 20, 2013November 18, 2013 TYL Sale $2,940,900 −9.8%−10.7%−6.4%
November 14, 2013November 12, 2013 TYL Sale $4,825,470 −4.7%−5.5%−1.9%
June 12, 2013June 10, 2013 TYL Sale $3,433,900 +14.3%−0.9%−3.2%
March 13, 2013March 11, 2013 TYL Sale $5,886,434 +10.9%+33.7%+31.4%
November 29, 2012November 27, 2012 TYL Sale $5,868,650 +15.5%+85.6%+86.8%
November 16, 2012November 14, 2012 TYL Sale $5,528,751 +7.8%+79.6%+77.0%
September 7, 2012September 5, 2012 TYL Sale $2,467,600 +13.3%+73.4%+71.4%
June 15, 2012June 15, 2012 TYL Sale $1,956,000 −3.6%+52.2%+52.1%
May 3, 2012May 1, 2012 TYL Sale $5,242,890 +0.5%+49.6%+44.9%
December 5, 2011December 1, 2011 TYL Sale $3,128,238 +10.0%+33.0%+35.1%
November 7, 2011November 3, 2011 TYL Sale $3,216,500 +11.8%+36.0%+34.4%
August 4, 2011August 2, 2011 TYL Sale $287,430 +24.0%+37.8%+36.8%
June 6, 2011June 2, 2011 TYL Sale $1,628,600 +4.7%+50.8%+46.6%
December 10, 2010December 8, 2010 TYL Sale $1,073,775 +0.9%+44.3%+38.9%
November 5, 2010November 4, 2010 TYL Sale $2,060,250 −5.5%+46.8%+52.3%
May 20, 2010May 20, 2010 TYL Purchase $1,374,000 +9.4%+26.2%+26.5%

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 Marr John S Jr traded and do not suggest the use of non-public information. How every insider compares · the insider trading backtest.