undamentalytics Newsletter

Srinivasan Mallika: insider trades

Director, 10% owner at AGCO Corp. 76 open-market purchases and 1 sale not made under a pre-set plan, reported from September 12, 2012 to May 7, 2026.

Would copying Srinivasan Mallika’s purchases have beaten the S&P 500?

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 September 13, 2012 into $13,851 by November 2, 2026, +2.3% a year. The copy held shares only 29% of the time, so the fair comparison is the S&P 500 on those same days with Treasury bills otherwise: $20,796, +5.3% a year (the S&P 500 held throughout made $65,956, +14.3% a year). Beta against the index was 0.18. Twelve months after each report, the average purchase was −8.9% against the S&P 500 (median −4.7%), and 24% beat it: within what luck alone would produce (p = 0.27 over 4 years). Measured from the trade date, the insider’s own timing, the average was −8.4%.

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$20.0k$40.0k$60.0k 20122014201620182020202220242026 $66.0k$20.8k$13.9k
Copying Srinivasan MallikaS&P 500, same days investedS&P 500, held throughout $10,000 copying Srinivasan Mallika’s open-market purchases from September 13, 2012, 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
+2.3%
S&P 500, same days invested
+5.3% (held throughout +14.3%)
Time in shares
29%
Sharpe ratio (S&P 500)
0.10 (0.78)
Biggest drop (S&P 500)
−34% (−34%)
Market sensitivity (beta)
0.18
Purchases copied
76

Trade by trade

Srinivasan Mallika: trades against the S&P 500 afterwards
MeasuredTrades countedAverage vs S&P 500MedianWent the right wayYearst-statisticp-valueEvidence
Purchases, 3 months after the report 76 +1.2% +3.0% 61% 4 0.50 0.65 No reliable evidence
Purchases, 6 months after the report 76 +1.1% +2.9% 65% 4 −0.12 0.91 No reliable evidence
Purchases, 12 months after the report 76 −8.9% −4.7% 24% 4 −1.36 0.27 No reliable evidence
Purchases, 12 months after the trade 76 −8.4% −4.0% 26% 4 −1.21 0.31 No reliable evidence
Sales, 3 months after the report 1 −18.9% −18.9% 100% 1 — — Not enough years
Sales, 12 months after the report 0 — — — — — — Not enough years
Sales, 12 months after the trade 0 — — — — — — Not enough years

“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
AGCO Corp AGCO —761September 12, 2012May 7, 2026

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
May 7, 2026May 5, 2026 AGCO Sale $52,096,895 −18.9%not yetnot yet
September 25, 2015September 24, 2015 AGCO Purchase $13,308,362 −8.5%−13.4%−6.9%
April 20, 2015April 17, 2015 AGCO Purchase $1,020,128 +9.4%+8.1%+3.1%
March 27, 2015March 26, 2015 AGCO Purchase $234,000 +16.8%+6.9%+8.4%
October 24, 2014October 23, 2014 AGCO Purchase $2,703,000 −6.0%−7.0%−4.7%
October 17, 2014October 16, 2014 AGCO Purchase $4,704,992 −6.0%−5.7%−12.6%
October 14, 2014October 10, 2014 AGCO Purchase $4,766,012 −11.1%−9.9%+3.2%
October 7, 2014October 6, 2014 AGCO Purchase $4,415,508 −3.0%+8.0%−3.7%
October 3, 2014October 2, 2014 AGCO Purchase $7,643,303 −11.4%−3.7%−5.2%
October 2, 2014October 1, 2014 AGCO Purchase $6,816,000 −10.5%−3.5%−3.2%
October 1, 2014September 30, 2014 AGCO Purchase $11,446,952 −7.6%−5.2%+4.3%
September 30, 2014September 29, 2014 AGCO Purchase $26,006,263 −6.3%−3.2%+4.6%
September 29, 2014September 26, 2014 AGCO Purchase $14,125,622 −5.2%+4.3%+3.0%
March 21, 2014March 20, 2014 AGCO Purchase $13,173,027 +1.5%−25.2%−22.4%
March 20, 2014March 19, 2014 AGCO Purchase $8,081,448 +2.5%−23.7%−22.6%
March 17, 2014March 14, 2014 AGCO Purchase $747,616 −0.6%−22.3%−23.6%
March 3, 2014February 28, 2014 AGCO Purchase $3,149,406 +0.7%−18.2%−20.0%
February 28, 2014February 27, 2014 AGCO Purchase $17,954,684 −1.0%−19.8%−18.4%
November 18, 2013November 14, 2013 AGCO Purchase $239,541 −13.1%−39.5%−39.6%
November 14, 2013November 13, 2013 AGCO Purchase $995,117 −13.0%−38.7%−40.5%
November 13, 2013November 12, 2013 AGCO Purchase $6,920,484 −13.9%−39.6%−39.8%
November 12, 2013November 8, 2013 AGCO Purchase $21,194,056 −14.2%−40.5%−38.8%
November 8, 2013November 7, 2013 AGCO Purchase $15,118,624 −12.2%−38.0%−38.7%
November 7, 2013November 6, 2013 AGCO Purchase $12,775,370 −14.7%−38.8%−38.9%
November 4, 2013November 1, 2013 AGCO Purchase $5,674,915 −14.3%−42.0%−41.7%
November 1, 2013October 31, 2013 AGCO Purchase $3,625,176 −14.1%−42.1%−40.6%
October 31, 2013October 30, 2013 AGCO Purchase $19,795,180 −11.1%−41.7%−38.4%
July 8, 2013July 5, 2013 AGCO Purchase $414,834 +14.5%−18.9%−12.2%
July 5, 2013July 3, 2013 AGCO Purchase $25,000 +17.7%−13.9%−12.6%
July 3, 2013July 2, 2013 AGCO Purchase $10,000 +18.8%−12.2%−13.7%
July 2, 2013July 1, 2013 AGCO Purchase $1,855,064 +17.0%−12.6%−14.1%
April 24, 2013April 23, 2013 AGCO Purchase $806,598 +0.2%−7.9%−7.7%
April 23, 2013April 22, 2013 AGCO Purchase $1,705,540 +1.3%−7.9%−7.8%
April 22, 2013April 19, 2013 AGCO Purchase $1,987,682 +3.1%−7.7%−7.0%
April 19, 2013April 18, 2013 AGCO Purchase $2,574,021 +3.7%−7.8%−5.7%
April 18, 2013April 17, 2013 AGCO Purchase $6,712,030 +3.3%−7.0%−4.2%
April 17, 2013April 16, 2013 AGCO Purchase $2,436,359 +3.0%−5.7%−2.8%
April 16, 2013April 15, 2013 AGCO Purchase $3,917,866 +4.0%−4.2%−6.3%
April 8, 2013April 5, 2013 AGCO Purchase $692,359 −1.6%−9.8%−12.4%
April 4, 2013April 3, 2013 AGCO Purchase $23,378,427 −6.1%−12.4%−13.4%
April 3, 2013April 2, 2013 AGCO Purchase $942,478,591 −4.6%−13.6%−14.0%
April 2, 2013April 1, 2013 AGCO Purchase $13,514,070 −4.0%−13.4%−15.2%
March 29, 2013March 28, 2013 AGCO Purchase $11,324,492 −6.3%−15.2%−16.5%
March 28, 2013March 27, 2013 AGCO Purchase $11,626,178 −6.3%−15.2%−15.3%
March 27, 2013March 26, 2013 AGCO Purchase $11,529,373 −4.7%−16.5%−15.6%
March 26, 2013March 25, 2013 AGCO Purchase $13,570,545 −3.3%−15.3%−15.3%
March 25, 2013March 22, 2013 AGCO Purchase $8,799,708 −1.6%−15.6%−16.6%
December 5, 2012December 4, 2012 AGCO Purchase $1,392,886 +7.3%−2.1%−1.5%
December 3, 2012December 3, 2012 AGCO Purchase $4,936,970 +4.0%−1.5%−1.8%
November 30, 2012November 30, 2012 AGCO Purchase $799,356 +6.1%−1.8%−2.9%
November 28, 2012November 28, 2012 AGCO Purchase $3,332,952 +1.3%−4.2%−3.9%
November 27, 2012November 27, 2012 AGCO Purchase $3,830,400 +3.0%−3.9%−3.5%
November 27, 2012November 26, 2012 AGCO Purchase $3,468,455 +3.0%−3.9%−1.9%
November 23, 2012November 23, 2012 AGCO Purchase $2,590,739 +4.6%−1.9%−4.1%
November 21, 2012November 21, 2012 AGCO Purchase $3,005,105 +3.3%−4.1%−2.3%
November 20, 2012November 20, 2012 AGCO Purchase $3,277,458 +3.1%−2.3%−2.6%
November 20, 2012November 19, 2012 AGCO Purchase $6,773,077 +3.1%−2.3%−1.8%
November 16, 2012November 16, 2012 AGCO Purchase $13,123,489 +4.8%−1.8%+0.5%
November 15, 2012November 15, 2012 AGCO Purchase $12,416,738 +8.6%+0.5%−0.1%
November 15, 2012November 14, 2012 AGCO Purchase $9,398,649 +8.6%+0.5%+0.2%
November 14, 2012November 13, 2012 AGCO Purchase $6,891,412 +11.2%−0.1%−1.3%
November 13, 2012November 12, 2012 AGCO Purchase $4,318,453 +11.3%+0.2%−0.3%
November 9, 2012November 9, 2012 AGCO Purchase $3,359,086 +9.4%−0.3%−1.5%
November 9, 2012November 8, 2012 AGCO Purchase $4,502,794 +9.4%−0.3%+0.5%
November 7, 2012November 7, 2012 AGCO Purchase $6,507,289 +13.2%+0.5%+0.6%
November 6, 2012November 6, 2012 AGCO Purchase $13,800 +11.7%+0.6%−1.1%
November 5, 2012November 5, 2012 AGCO Purchase $4,821,135 +9.6%−1.1%+1.0%
November 2, 2012November 2, 2012 AGCO Purchase $5,034,633 +11.1%+1.0%+1.9%
November 1, 2012November 1, 2012 AGCO Purchase $1,391,635 +9.5%+1.9%−1.1%
October 31, 2012October 31, 2012 AGCO Purchase $12,552,120 +6.3%−1.1%+1.9%
October 10, 2012October 10, 2012 AGCO Purchase $5,479,674 +6.3%+11.9%+14.3%
September 27, 2012September 27, 2012 AGCO Purchase $13,800 +3.5%+9.4%+10.6%
September 26, 2012September 26, 2012 AGCO Purchase $5,180,762 +5.5%+10.6%+13.0%
September 20, 2012September 20, 2012 AGCO Purchase $50,600 +5.7%+13.6%+11.9%
September 14, 2012September 13, 2012 AGCO Purchase $4,674,619 +5.6%+9.2%+10.4%
September 12, 2012September 12, 2012 AGCO Purchase $2,361,680 +9.0%+10.4%+12.3%
September 12, 2012September 11, 2012 AGCO Purchase $2,702,135 +9.0%+10.4%+13.2%

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