undamentalytics Newsletter

Miller Brian K: insider trades

Chief financial officer at Tyler Technologies Inc. 2 open-market purchases and 134 sales not made under a pre-set plan, reported from September 15, 2010 to December 19, 2025.

Would copying Miller Brian K’s purchases have beaten the S&P 500?

Too few purchases to judge. Only 2 purchases have 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. Twelve months after each report, the average purchase was +38.2% against the S&P 500 (median +38.2%), and 100% beat it. Measured from the trade date, the insider’s own timing, the average was +37.6%. After their sales, the shares moved +1.5% against the index over 12 months on average (a negative figure means selling was the right call); 43% trailed it. None of their purchases could be priced, so there is no copy portfolio.

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.

Trade by trade

Miller Brian K: trades against the S&P 500 afterwards
MeasuredTrades countedAverage vs S&P 500MedianWent the right wayYearst-statisticp-valueEvidence
Purchases, 3 months after the report 2 +4.5% +4.5% 50% 2 — — Not enough years
Purchases, 6 months after the report 2 +15.3% +15.3% 100% 2 — — Not enough years
Purchases, 12 months after the report 2 +38.2% +38.2% 100% 2 — — Not enough years
Purchases, 12 months after the trade 2 +37.6% +37.6% 100% 2 — — Not enough years
Sales, 3 months after the report 134 −0.3% −0.1% 50% 16 0.39 0.70 No reliable evidence
Sales, 12 months after the report 131 +1.5% +3.6% 43% 16 0.79 0.44 No reliable evidence
Sales, 12 months after the trade 131 +1.9% +4.3% 43% 16 0.84 0.41 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 VP and CFO2134September 15, 2010December 19, 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
December 19, 2025December 12, 2025 TYL Sale $458,650 −24.9%not yetnot yet
December 17, 2025December 15, 2025 TYL Sale $448,510 −20.8%not yetnot yet
November 26, 2025November 25, 2025 TYL Sale $469,080 −21.7%not yetnot yet
June 17, 2025June 13, 2025 TYL Sale $696,869 −18.0%−77.9%−75.7%
June 13, 2025June 12, 2025 TYL Sale $613,037 −19.1%−75.5%−77.1%
June 12, 2025June 10, 2025 TYL Sale $703,105 −18.0%−75.7%−73.4%
June 10, 2025June 6, 2025 TYL Sale $693,192 −14.8%−73.6%−70.8%
May 28, 2025May 23, 2025 TYL Sale $1,894,683 −13.0%−72.3%−77.6%
May 20, 2025May 16, 2025 TYL Sale $1,036,233 −9.4%−74.1%−69.0%
May 9, 2025May 7, 2025 TYL Sale $575,640 −10.8%−76.0%−74.8%
March 6, 2025March 4, 2025 TYL Sale $950,908 −6.3%−58.7%−60.2%
December 17, 2024December 13, 2024 TYL Sale $4,144,040 −1.4%−39.9%−38.7%
December 6, 2024December 4, 2024 TYL Sale $1,580,025 −2.5%−42.4%−41.5%
November 12, 2024November 8, 2024 TYL Sale $1,561,025 +1.0%−37.8%−40.8%
November 8, 2024November 6, 2024 TYL Sale $3,033,535 +3.3%−37.6%−39.7%
September 11, 2024September 9, 2024 TYL Sale $1,465,092 −1.8%−27.8%−27.8%
September 3, 2024August 29, 2024 TYL Sale $2,939,833 −3.8%−22.7%−22.5%
August 9, 2024August 7, 2024 TYL Sale $2,580,099 −5.0%−23.6%−21.4%
June 13, 2024June 11, 2024 TYL Sale $771,440 +20.1%+9.1%+7.7%
May 7, 2024May 3, 2024 TYL Sale $1,242,100 +17.5%+3.3%+7.8%
March 12, 2024March 8, 2024 TYL Sale $1,053,161 +8.4%+25.1%+24.6%
February 28, 2024February 26, 2024 TYL Sale $2,214,959 +6.0%+26.2%+20.1%
December 19, 2023December 15, 2023 TYL Sale $811,870 −9.1%+20.2%+18.2%
December 14, 2023December 12, 2023 TYL Sale $3,052,122 −6.8%+18.2%+22.1%
November 15, 2023November 13, 2023 TYL Sale $2,092,080 −6.5%+11.5%+10.6%
November 14, 2023November 10, 2023 TYL Sale $4,148,898 −6.0%+10.9%+10.6%
May 10, 2023May 8, 2023 TYL Sale $563,779 −8.8%−4.4%−2.9%
May 3, 2023May 2, 2023 TYL Sale $1,135,860 −11.6%−5.9%−2.2%
March 16, 2023March 14, 2023 TYL Sale $273,498 +7.5%−4.2%−4.8%
March 13, 2023March 9, 2023 TYL Sale $1,185,914 +8.0%−4.8%+2.1%
February 23, 2023February 21, 2023 TYL Sale $2,119,336 +13.4%+3.6%+1.9%
November 15, 2022November 11, 2022 TYL Sale $804,325 −1.1%+6.8%+14.9%
May 31, 2022May 27, 2022 TYL Sale $545,820 +10.5%+8.7%+7.2%
May 23, 2022May 19, 2022 TYL Sale $158,044 +10.5%+8.9%+7.6%
May 16, 2022May 13, 2022 TYL Sale $897,425 +11.6%+10.8%+4.1%
December 17, 2021December 15, 2021 TYL Sale $1,790,495 −10.9%−21.2%−21.9%
November 16, 2021November 12, 2021 TYL Sale $1,375,259 −14.6%−26.4%−27.6%
November 12, 2021November 9, 2021 TYL Sale $1,353,500 −9.2%−25.4%−27.4%
November 9, 2021November 5, 2021 TYL Sale $1,353,500 −6.8%−28.4%−28.0%
November 4, 2021November 2, 2021 TYL Sale $2,700,650 −7.3%−28.0%−27.7%
September 9, 2021September 8, 2021 TYL Sale $1,211,500 +3.8%−11.6%−11.3%
June 16, 2021June 15, 2021 TYL Sale $1,507,170 −0.8%−19.6%−16.8%
March 2, 2021March 1, 2021 TYL Sale $2,368,950 −19.3%−19.0%−23.8%
December 10, 2020December 8, 2020 TYL Sale $2,855,643 −14.3%−14.9%−10.2%
November 12, 2020November 9, 2020 TYL Sale $1,706,840 +2.7%+0.1%−4.8%
May 19, 2020May 15, 2020 TYL Sale $3,836,030 −20.6%−30.5%−37.0%
March 5, 2020March 3, 2020 TYL Sale $3,658,710 +3.4%−6.9%+6.2%
March 2, 2020February 27, 2020 TYL Sale $1,869,038 +14.9%+6.2%+16.6%
February 25, 2020February 21, 2020 TYL Sale $666,860 +14.5%+17.2%+21.0%
December 17, 2019December 13, 2019 TYL Sale $5,022,488 +16.2%+35.9%+39.7%
December 10, 2019December 6, 2019 TYL Sale $6,229,038 +16.7%+42.0%+33.1%
September 16, 2019September 12, 2019 TYL Sale $647,100 +5.0%+12.6%+12.8%
September 9, 2019September 5, 2019 TYL Sale $1,130,684 +8.1%+15.3%+13.0%
August 30, 2019August 28, 2019 TYL Sale $2,157,595 +5.3%+12.1%+10.8%
August 23, 2019August 21, 2019 TYL Sale $2,065,470 +3.1%+11.2%+13.7%
August 21, 2019August 19, 2019 TYL Sale $769,560 +4.5%+13.0%+14.7%
August 19, 2019August 15, 2019 TYL Sale $1,539,900 +3.8%+14.1%+11.9%
August 9, 2019August 7, 2019 TYL Sale $2,798,271 +2.6%+12.0%+27.1%
June 17, 2019June 13, 2019 TYL Sale $440,780 +14.1%+44.6%+49.0%
June 11, 2019June 7, 2019 TYL Sale $882,620 +8.9%+51.8%+48.2%
September 17, 2018September 13, 2018 TYL Sale $1,410,976 −12.6%+1.3%−1.3%
August 30, 2018August 28, 2018 TYL Sale $1,213,150 −17.3%+0.6%+2.3%
August 28, 2018August 24, 2018 TYL Sale $2,500,075 −16.9%+2.3%+3.4%
August 20, 2018August 16, 2018 TYL Sale $936,040 −17.8%+5.3%+4.3%
August 15, 2018August 13, 2018 TYL Sale $2,338,750 −15.7%+4.3%+5.9%
June 18, 2018June 14, 2018 TYL Sale $1,719,313 −3.7%−15.7%−13.3%
June 14, 2018June 12, 2018 TYL Sale $708,360 +0.4%−13.7%−13.0%
May 29, 2018May 24, 2018 TYL Sale $685,573 −1.5%−10.6%−9.5%
May 22, 2018May 18, 2018 TYL Sale $911,804 −0.4%−10.3%−12.3%
May 14, 2018May 11, 2018 TYL Sale $925,280 −1.8%−12.4%−14.5%
May 10, 2018May 9, 2018 TYL Sale $1,136,900 −3.3%−14.5%−13.1%
March 8, 2018March 6, 2018 TYL Sale $1,052,700 +9.0%−7.2%−8.3%
December 19, 2017December 15, 2017 TYL Sale $2,157,000 +18.8%+7.1%+4.2%
November 29, 2017November 28, 2017 TYL Sale $866,732 +11.6%−0.5%−0.5%
November 22, 2017November 21, 2017 TYL Sale $884,300 +9.0%+2.3%+0.1%
September 18, 2017September 14, 2017 TYL Sale $1,649,517 −1.2%+22.5%+29.0%
September 13, 2017September 11, 2017 TYL Sale $858,150 +0.1%+29.0%+27.9%
September 5, 2017August 31, 2017 TYL Sale $778,005 +0.9%+27.1%+23.4%
August 29, 2017August 25, 2017 TYL Sale $1,022,280 −1.6%+24.0%+21.6%
August 17, 2017August 16, 2017 TYL Sale $318,928 −4.7%+18.4%+18.8%
June 7, 2017June 5, 2017 TYL Sale $216,380 −2.4%+19.2%+20.6%
May 23, 2017May 19, 2017 TYL Sale $2,202,580 −2.1%+17.9%+16.5%
March 16, 2017March 15, 2017 TYL Sale $1,103,800 +5.8%+16.8%+15.7%
March 14, 2017March 13, 2017 TYL Sale $780,000 +5.0%+15.7%+15.2%
March 13, 2017March 9, 2017 TYL Sale $1,238,570 +5.7%+16.3%+17.5%
March 9, 2017March 7, 2017 TYL Sale $3,231,020 +3.9%+14.6%+20.5%
March 3, 2017March 1, 2017 TYL Sale $1,528,150 +11.1%+22.0%+19.4%
February 27, 2017February 24, 2017 TYL Sale $1,283,320 +10.0%+16.8%+11.8%
February 23, 2017February 21, 2017 TYL Sale $2,302,256 +7.0%+11.8%+14.7%
February 21, 2017February 17, 2017 TYL Sale $924,480 +7.4%+13.4%+17.0%
February 17, 2017February 15, 2017 TYL Sale $930,572 +6.3%+14.7%+13.8%
December 14, 2016December 13, 2016 TYL Sale $878,580 +3.8%+6.1%+2.3%
December 12, 2016December 8, 2016 TYL Sale $884,820 −0.2%+2.3%+5.9%
November 21, 2016November 18, 2016 TYL Sale $776,800 −5.2%−4.2%−8.0%
September 19, 2016September 15, 2016 TYL Sale $1,121,970 −22.3%−19.9%−20.0%
September 13, 2016September 9, 2016 TYL Sale $1,268,626 −19.6%−20.0%−17.3%
June 16, 2016June 15, 2016 TYL Sale $932,700 +9.7%−7.2%−10.3%
December 16, 2015December 15, 2015 TYL Sale $3,145,100 −30.7%−33.5%−27.6%
December 7, 2015December 4, 2015 TYL Sale $1,075,200 −30.2%−28.3%−27.1%
December 2, 2015November 30, 2015 TYL Sale $1,058,160 −28.3%−27.8%−22.7%
November 20, 2015November 19, 2015 TYL Sale $1,050,780 −22.6%−19.2%−16.8%
October 30, 2015October 28, 2015 TYL Sale $2,008,880 −0.9%−9.3%−13.1%
October 29, 2015October 26, 2015 TYL Sale $429,868 −1.9%−10.3%−9.5%
July 29, 2015July 28, 2015 TYL Sale $1,356,800 +26.4%+11.0%+15.8%
May 22, 2015May 21, 2015 TYL Sale $623,850 +16.0%+24.1%+19.5%
May 20, 2015May 19, 2015 TYL Sale $312,500 +14.6%+19.5%+18.4%
May 18, 2015May 18, 2015 TYL Sale $310,000 +15.1%+18.4%+16.7%
March 13, 2015March 11, 2015 TYL Sale $877,265 −1.8%+3.1%+2.9%
March 4, 2015March 2, 2015 TYL Sale $102,500 +2.3%+9.0%+8.3%
February 18, 2015February 18, 2015 TYL Sale $464,000 +5.0%+11.1%+14.0%
February 17, 2015February 12, 2015 TYL Sale $945,313 +5.7%+14.0%+28.3%
October 28, 2014October 28, 2014 TYL Sale $1,285,080 −2.2%+51.3%+54.8%
August 20, 2014August 19, 2014 TYL Sale $1,548,702 +14.5%+49.2%+47.1%
August 12, 2014August 8, 2014 TYL Sale $287,225 +15.9%+44.9%+42.8%
December 16, 2013December 12, 2013 TYL Sale $2,224,052 −15.8%−6.6%−1.8%
December 2, 2013November 29, 2013 TYL Sale $299,280 −13.7%−9.2%−11.2%
November 27, 2013November 26, 2013 TYL Sale $2,892,585 −11.8%−11.2%−10.4%
November 26, 2013November 22, 2013 TYL Sale $1,021,200 −12.3%−11.0%−9.5%
November 21, 2013November 19, 2013 TYL Sale $1,503,475 −10.2%−9.5%−9.3%
November 12, 2013November 8, 2013 TYL Sale $1,447,050 −7.4%−4.7%−1.8%
September 12, 2013September 9, 2013 TYL Sale $1,180,600 +19.9%−9.5%−5.3%
September 6, 2013September 5, 2013 TYL Sale $774,800 +20.9%−5.3%−9.9%
August 8, 2013August 6, 2013 TYL Sale $4,026,004 +18.8%+5.7%+5.0%
May 13, 2013May 10, 2013 TYL Sale $195,000 +11.1%+0.5%+5.1%
December 17, 2012December 14, 2012 TYL Sale $423,810 +12.0%+85.9%+87.6%
November 7, 2012November 6, 2012 TYL Sale $505,907 +5.3%+71.7%+68.9%
August 20, 2012August 17, 2012 TYL Sale $302,625 +17.9%+67.5%+66.1%
June 6, 2012June 4, 2012 TYL Sale $241,881 +0.4%+53.3%+54.0%
May 31, 2012May 29, 2012 TYL Sale $96,545 −1.9%+57.6%+59.2%
November 4, 2011November 3, 2011 TYL Sale $481,500 +10.4%+37.2%+34.4%
August 16, 2011August 16, 2011 TYL Sale $182,100 +23.6%+38.9%+38.5%
June 13, 2011June 10, 2011 TYL Sale $53,262 +9.6%+53.8%+51.3%
June 13, 2011June 10, 2011 TYL Purchase $20,327 +9.6%+53.8%+51.3%
March 15, 2011March 15, 2011 TYL Sale $64,090 +7.7%+56.4%+56.5%
September 15, 2010September 15, 2010 TYL Sale $285,600 −0.5%+22.6%+23.9%
September 15, 2010September 15, 2010 TYL Purchase $112,800 −0.5%+22.6%+23.9%

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 Miller Brian K traded and do not suggest the use of non-public information. How every insider compares · the insider trading backtest.