The algorithm has evolved significantly over the last month. There were many bugfixes and a significant amount of balancing the mixture of data that leads to the selections.
In just the last day or so, I found a python library that allows one program to speak to another using TCP ports. After invoking the base functionality, the algorithm now figures a race card in about 2 seconds versus about 3 minutes prior to this change.
Basically, my algorithm must call my speed rating program four times for each horse. Each call takes about half a second as there is a lot of overhead for one process to call another process. I thought I would have to merge the two programs for this kind of speed, but it turns out I just needed a library called zmq.
zmq enables simple communication across python scripts through various methods. I chose to use the TPC port connection method. Adding a small function to the speed rating program for a server and a similar function to the algorithm has enabled very fast handicapping speed.
Honestly, I'm just getting used to having new output faster than I can ask for it. This will change everything as far as tuning up the track variants and testing different alchemic combinations of handicapping factors.
zmq is changing my way of thinking about programming. It opens up a world of possibilities. You can use zmq to implement communication between different servers running at the same time.
zmq is free, fast, small, stable and cross-platform. https://zeromq.org/
As I may have mentioned, I am presently using a computer algorithm of my own design to handicap horses. I am using data from Bloodstock Research and writing the software in Python using the Pandas data library.
This started out as a test but has taken on a life of its own as the program has evolved. I have spent a lot of time debugging it because I never really took the time to design it. I just kept chiseling away until now I think it is very close to being what I never envisioned.
It seems like I'm having a bad year, but it must all be in the exotics as flat bets to win are breaking even.
The truth is there were a lot of bugs in the code when Oaklawn started up back in December. I've been trouble-shooting more than adding things. There are so many different things that have to be accounted for just to keep the program from crashing due to unforeseen circumstances. Jockeys fall off. Horses ran at a foreign track. And so many tracks and distances to attempt to account for. It's really pretty wild.
I think it's working per design, as far as doing what it was written to do. It uses another program that needs a little tweaking, but that is another story.
It's a pretty solid automatic handicapper right now, but I am bothered by workouts. The algorithm looks at each horse's last two workouts and uses the higher one as it's workout score. If they are both slow workouts, that fairly dooms a horse's chance of topping the list.
Not every workout is meant to be speedy. Some are just routine maintenance. The algorithm doesn't know that. It just takes the faster one. I'm starting to think just having a workout is worth more than a very low speed rating score.
I think I'll have to establish a higher minimum rating for workouts, just to boost horses like this. BRIS provides the average race speed rating, and it may be useful to generate a replacement value. Workouts are usually slower than a horse runs, so perhaps two-thirds of the race rating?
Also, I'm getting tired of calling it "The Algorithm."
I have been using computers to handicap horses for many years. My first computer was an Atari 400. It had 16K of RAM, a crude BASIC language and cassette tape storage.
Hey, that was a big step up from calculators. I had borrowed a friend's HP41C to write some reverse Polish handicappers.
What I'm saying is, I've been around a while - maybe too long.
Nowadays the hype is all about artificial intelligence (AI,) but I would rather stick to human intelligence as there's little enough of that to go around, anyway.
Although I am no programmer, I am pretty good at hacking small ideas into snippets of code.
The trouble I'm lazy. I don't want to learn the proper way to code or how to test or document. I like learning the hard way. I just want the program to do what I need done right now.
Such little snippets tend to grow over time. My latest "program" is a Python algorithm written to learn the pandas library by combining various data about horses into a selection method that sorts the race by most likely to win. It ranks the horses and outputs a semi-pretty text table from top to bottom.
That code started with, "Hey, I wonder how to use the pandas library?"
It's a weird library. I've been trying to wrap my head around it for two years. It is slowly sinking in how to use it and abuse it. You could say I monkey around with it until it works.
I have found that if you just keep trying, you'll eventually either figure it out or not. Persistence.
Anyway, I am kind of in-between writing programs and just cleaning up code, debugging a little and updating some offsets for different racetracks.
The Algorithm is now being used to make selections at Oaklawn Park in beautiful Hot Springs Arkansas. You can follow my picks on Patreon and on my website. I may even start adding some video to YouTube.
STEVE'S SELECTIONS 12-06-2024 Oaklawn Park olrailbird.com (12/5/2024 21:27:46) RACE 1 Oaklawn Park Purse: 34000 Distance: 1320 Type: M AgeSex: BUM RCond: DMENTRIES 1ST OPX DECEMBER 6 STATE-BRED 6F N34000 20000 0 BUM 6 FURLONGS DIRT THOROUGHBRED FILLIES AND MARES 3 YEAR OLDS AND UP MAIDEN CLAIMING 20000-ALL PURSE $34000 (12:30) (14) PGM HorseName ML RS SPR PPR SR1 Finish1 Beat1 FTime1 Dist1 x TJR RS1 TV1 Pick NagRat WNagRat 14 AIR CASTLE 8.0 P 69 98.8 68.0 3 1.5 108.1 1,870.0 1.8 -2.0 68.0 30.0 99.0 92 47 8 RANGE LIFE 2.5 P 69 105.6 71.0 2 4.2 72.1 1,320.0 0.9 -2.0 79.0 12.0 90.7 75 52 3 SENDING 15.0 NA 69 87.7 54.0 7 8.0 56.9 1,100.0 0.7 -0.2 82.0 10.0 87.9 87 54 11 PRINCIPAL ANITA 12.0 S 69 98.9 58.0 6 9.0 102.1 1,760.0 1.4 -2.0 61.0 22.0 85.6 48 77 2 TACTICAL EXPRESS 30.0 E 69 87.4 55.0 6 8.0 56.9 1,100.0 0.7 0.0 82.0 10.0 84.4 87 35 9 ADAMANTLY 4.5 E/P 69 100.1 65.0 3 6.2 57.5 1,100.0 0.4 0.0 86.0 8.0 82.8 70 28 1 HOT SHOT SHOPPER 20.0 P 69 89.8 55.0 4 9.2 70.7 1,320.0 0.4 0.0 78.0 11.0 80.9 67 45 5 RED SUNSHINE 20.0 E 69 85.6 57.0 8 5.0 90.8 1,650.0 0.3 0.0 78.0 10.0 79.8 73 37 13 CHUCK WILLS WIDOW 8.0 P 69 95.9 58.0 7 9.2 102.1 1,760.0 1.0 0.1 61.0 22.0 78.7 48 42 10 QUEEN WILHELMINA 12.0 NA 69 96.5 55.0 9 12.0 102.1 1,760.0 2.1 -0.8 58.0 22.0 76.8 43 42 7 KOKOMO STARLET 3.0 E 69 103.9 62.0 3 3.0 60.1 1,100.0 0.4 -2.0 83.0 10.0 70.2 41 5 12 MO HOPEFUL 15.0 NA 69 92.8 41.0 9 16.5 73.3 1,320.0 2.0 0.0 60.0 12.0 70.1 58 28 6 SKY RAVEN 15.0 E 69 86.6 29.0 8 28.2 72.4 1,320.0 0.9 -2.0 53.0 17.0 68.2 39 67 4 PALMILLA'S BET 6.0 S 69 98.1 51.0 4 17.8 73.2 1,320.0 0.9 -0.6 60.0 22.0 57.5 4 0 RACE 2 Oaklawn Park Purse: 62000 Distance: 1320 Type: C AgeSex: BUN RCond: DCENTRIES 2ND OPX DECEMBER 6 6F H62000 30000 0 BUN 6 FURLONGS DIRT THOROUGHBRED OPEN 3 YEAR OLDS AND UP CLAIMING 30000-25000 PURSE $62000 (12:58) (8 ) PGM HorseName ML RS SPR PPR SR1 Finish1 Beat1 FTime1 Dist1 x TJR RS1 TV1 Pick NagRat WNagRat 3 HERN 5.0 P 90 120.5 87.0 1 1.0 102.1 1,830.0 1.0 0.0 86.0 21.0 112.9 91 74 5 LATE NITE RADIO 3.0 S 90 122.1 88.0 2 2.2 69.9 1,320.0 1.8 0.0 92.0 9.0 105.9 108 35 1 DAZZLEMESILVER 4.5 E/P 90 119.8 80.0 5 4.5 68.9 1,320.0 0.8 -0.5 91.0 7.0 104.9 102 60 4 BLOW TORCH 12.0 S 90 121.4 87.0 5 3.5 77.5 1,430.0 0.5 -2.0 86.0 14.0 99.6 82 45 2 GOT THUNDER 4.0 P 90 124.8 84.0 10 7.5 83.5 1,540.0 1.2 2.6 78.0 9.0 95.5 75 42 7 I GOT NO MUNNY 3.5 P 90 122.5 77.0 6 7.0 68.9 1,320.0 1.2 -0.7 89.0 7.0 95.2 96 21 8 CIRCLE BACK JACK 12.0 E/P 90 115.5 77.0 6 5.2 76.4 1,430.0 0.7 0.7 87.0 7.0 91.5 82 28 6 PALACE KITTEN 20.0 S 90 112.7 70.0 8 19.8 69.3 1,320.0 0.7 -0.6 74.0 9.0 83.4 59 42 RACE 3 Oaklawn Park Purse: 34000 Distance: 1870 Type: M AgeSex: BUN RCond: DMENTRIES 3RD OPX DECEMBER 6 8.5F I34000 20000 0 BUN 1 1/16 MILES DIRT THOROUGHBRED OPEN 3 YEAR OLDS AND UP MAIDEN CLAIMING 20000-ALL PURSE $34000 (01:26) (9 ) PGM HorseName ML RS SPR PPR SR1 Finish1 Beat1 FTime1 Dist1 x TJR RS1 TV1 Pick NagRat WNagRat 7 TIS CHARMING 3.0 S 75 115.5 73.0 8 14.0 104.5 1,870.0 1.5 0.8 78.0 16.0 91.7 69 35 9 TORNADO ROAD 12.0 NA 75 102.7 75.0 4 9.0 71.0 1,320.0 1.5 1.8 77.0 17.0 90.6 66 40 6 CHOU CHOU D'AVEN 8.0 S 75 110.9 66.0 7 9.5 69.5 1,320.0 1.7 -0.5 77.0 11.0 90.3 80 42 8 ROCKET NIGHT 12.0 E/P 75 108.9 65.0 7 11.0 97.1 1,760.0 0.8 -0.7 71.0 17.0 87.8 76 35 4 AWOL 3.5 NA 75 110.9 65.0 4 11.0 106.5 1,870.0 1.5 -0.3 63.0 23.0 87.5 63 40 1 BAYOU JUSTICE 4.0 S 75 108.5 78.0 3 3.0 101.5 1,760.0 0.6 0.0 69.0 25.0 86.3 38 45 3 ZEE FIRE 20.0 P 75 104.4 66.0 2 1.2 73.4 1,320.0 0.3 -1.2 80.0 21.0 81.1 41 30 2 GREERS FERRY 4.5 S 75 109.8 67.0 2 1.0 101.1 1,760.0 0.5 -1.2 77.0 17.0 78.4 46 18 5 MIND HUNTER 8.0 P 75 100.9 63.0 5 10.5 93.2 1,650.0 0.6 -0.6 64.0 25.0 71.5 31 10 RACE 4 Oaklawn Park Purse: 33000 Distance: 1870 Type: C AgeSex: BUN RCond: DCENTRIES 4TH OPX DECEMBER 6 8.5F N33000 10000 0 BUN 1 1/16 MILES DIRT THOROUGHBRED OPEN 3 YEAR OLDS AND UP CLAIMING 10000-ALL PURSE $33000 (01:54) (14) PGM HorseName ML RS SPR PPR SR1 Finish1 Beat1 FTime1 Dist1 x TJR RS1 TV1 Pick NagRat WNagRat 12 FACE VALUE 4.0 E/P 84 117.7 79.0 4 9.0 112.7 1,980.0 1.2 1.9 70.0 23.0 99.9 68 62 6 PRINCE IS MY BOY 10.0 E/P 84 107.5 80.0 1 6.5 102.3 1,830.0 0.5 -2.0 85.0 17.0 99.3 90 45 8 NEPAL UP 2.5 S 84 119.5 76.0 5 12.2 110.7 1,980.0 1.7 2.9 73.0 17.0 97.2 71 52 5 TAILLIGHTS 8.0 E/P 84 115.9 83.0 3 1.8 70.1 1,320.0 1.0 0.0 92.0 10.0 95.3 93 13 13 AMERICAN HERO 6.0 S 84 107.5 72.0 4 11.8 101.2 1,830.0 0.6 15.8 80.0 10.0 93.3 70 32 10 MANSOURA 20.0 E 84 97.8 62.0 1 1.2 98.8 1,760.0 1.1 0.0 76.0 24.0 93.1 67 57 1 EUCLID AVENUE 10.0 E 84 103.2 72.0 4 2.5 107.2 1,870.0 0.5 0.0 78.0 19.0 90.1 68 40 11 GOLD BARON 20.0 P 84 104.3 69.0 4 10.8 98.7 1,760.0 0.7 0.0 79.0 10.0 87.5 52 69 3 STAR NATION 12.0 S 84 104.0 70.0 6 13.2 83.5 1,540.0 1.4 4.0 73.0 15.0 86.9 63 35 9 COASTAL BRINK 8.0 E/P 84 110.3 67.0 4 11.2 98.0 1,760.0 1.7 -0.6 83.0 12.0 85.7 58 35 7 OUR HEAVENLY GIFT 15.0 E/P 84 99.3 62.0 1 1.0 99.9 1,760.0 0.7 -1.1 82.0 12.0 80.9 58 32 4 COST BASIS 6.0 E 84 119.2 71.0 7 20.5 104.3 1,870.0 1.5 -0.9 64.0 17.0 78.3 53 8 2 GO CATS 15.0 E/P 84 109.0 57.0 9 18.5 92.4 1,650.0 0.9 0.0 82.0 8.0 70.9 20 34 14 VANISKY 20.0 E/P 84 100.1 52.0 7 23.8 103.8 1,830.0 0.5 0.0 53.0 22.0 66.1 36 10 RACE 5 Oaklawn Park Purse: 131000 Distance: 1320 Type: AO AgeSex: BUM RCond: DAENTRIES 5TH OPX DECEMBER 6 6F J131000 0 BUM 6 FURLONGS DIRT THOROUGHBRED FILLIES AND MARES 3 YEAR OLDS AND UP ALLOWANCE OPTIONAL CLAIMING PURSE $131000 (02:22) (10) PGM HorseName ML RS SPR PPR SR1 Finish1 Beat1 FTime1 Dist1 x TJR RS1 TV1 Pick NagRat WNagRat 7 ALWAYS ANGELS 2.5 S 95 124.2 86.0 2 5.2 69.7 1,320.0 0.9 0.5 87.0 12.0 107.5 91 67 3 CONNIE K 12.0 E 95 123.2 81.0 5 4.8 64.5 1,210.0 1.1 -2.0 86.0 15.0 106.7 90 69 4 CHANDANA 15.0 E/P 95 122.4 77.0 7 6.8 64.5 1,210.0 1.3 -0.8 84.0 15.0 103.3 85 62 8 BACKYARD MONEY 15.0 P 95 123.2 84.0 4 5.5 77.1 1,430.0 1.5 0.2 86.0 10.0 101.4 80 57 1 DEALING JUSTICE 8.0 E/P 95 121.4 80.0 4 7.2 69.6 1,320.0 1.2 -0.8 86.0 10.0 100.7 73 72 5 STORY HOUR 10.0 E/P 95 124.4 79.0 5 8.2 106.1 1,870.0 0.9 0.1 76.0 22.0 100.6 78 47 10 LOVER GIRL 12.0 E/P 95 127.6 90.0 5 11.0 76.3 1,430.0 0.6 -2.0 85.0 11.0 99.6 78 50 6 PHAROAH'S HEART 2.0 S 95 127.2 89.0 1 2.8 99.9 1,760.0 0.9 2.6 72.0 30.0 99.5 70 17 2 MY FRIEND AMY 10.0 S 95 119.4 74.0 1 0.5 87.5 1,540.0 0.5 0.9 85.0 10.0 82.5 36 35 9 TITLED LADY 15.0 E/P 95 121.1 78.8 Q NaN 77.1 1,430.0 1.1 0.8 0.0 10.0 54.7 0 52 RACE 6 Oaklawn Park Purse: 33000 Distance: 1320 Type: C AgeSex: BUM RCond: DCENTRIES 6TH OPX DECEMBER 6 STATE-BRED 6F L33000 12500 0 BUM 6 FURLONGS DIRT THOROUGHBRED FILLIES AND MARES 3 YEAR OLDS AND UP CLAIMING 12500-ALL PURSE $33000 (02:50) (12) PGM HorseName ML RS SPR PPR SR1 Finish1 Beat1 FTime1 Dist1 x TJR RS1 TV1 Pick NagRat WNagRat 4 ONE WAY OR ANOTHER 2.0 E/P 82 112.0 72.0 1 3.0 72.7 1,320.0 3.0 -1.1 80.0 19.0 97.6 80 40 12 SUMMORYA 4.5 P 82 111.2 70.0 1 0.8 73.0 1,320.0 3.3 -0.6 78.0 16.0 94.5 74 42 7 KITIARA 10.0 E 82 106.0 67.0 4 4.8 79.8 1,430.0 0.3 0.0 79.0 23.0 92.7 53 64 2 ZONGS IRISH FROST 8.0 E/P 82 104.7 73.0 1 0.5 72.9 1,320.0 0.8 -0.2 78.0 22.0 92.4 62 47 1 SHE BE SHEEHAN 12.0 E/P 82 108.4 71.0 2 2.8 104.7 1,830.0 0.5 -2.0 70.0 18.0 90.8 65 62 8 GOLD STRATEGY 6.0 S 82 110.0 72.0 4 7.2 97.3 1,760.0 0.7 -2.0 88.0 6.0 90.3 68 57 11 PNEUMA 12.0 E/P 82 102.3 70.0 1 3.8 86.2 1,540.0 0.6 -2.0 74.0 20.0 86.2 69 28 10 NATURAL TOUCH 5.0 E 82 106.3 74.0 3 7.2 71.3 1,320.0 0.4 0.0 80.0 14.0 86.1 55 42 6 PETULA 15.0 E/P 82 97.4 55.0 8 13.8 90.5 1,650.0 0.6 0.0 74.0 14.0 75.2 47 32 3 DIXIE GIRL TO 30.0 S 82 96.8 47.0 6 27.0 99.8 1,760.0 0.7 0.0 50.0 23.0 59.6 23 3 5 QUEENIES WAY 30.0 E 82 89.1 26.0 8 29.2 71.0 1,320.0 0.6 -2.0 56.0 9.0 55.0 25 37 9 SHE'S STORMING 20.0 E 82 84.3 56.0 F NaN 105.8 1,830.0 0.6 0.0 0.0 20.0 43.6 0 32 RACE 7 Oaklawn Park Purse: 130000 Distance: 1870 Type: A AgeSex: BUN RCond: DAENTRIES 7TH OPX DECEMBER 6 8.5F N130000 0 BUN 1 1/16 MILES DIRT THOROUGHBRED OPEN 3 YEAR OLDS AND UP ALLOWANCE PURSE $130000 (03:18) (14) PGM HorseName ML RS SPR PPR SR1 Finish1 Beat1 FTime1 Dist1 x TJR RS1 TV1 Pick NagRat WNagRat 6 EMPIRE BUILDER 12.0 E 95 126.3 90.0 1 0.1 102.5 1,830.0 0.4 -2.0 84.0 31.0 114.3 88 62 1 SIR GREYLIND 5.0 E/P 95 125.7 93.0 1 5.2 103.1 1,870.0 0.9 -0.5 91.0 10.0 110.0 97 64 5 GUNOE 2.0 E/P 95 133.5 92.0 3 4.8 109.8 1,980.0 1.1 -0.4 88.0 14.0 107.0 97 37 8 SHARP SPARK 10.0 P 95 120.7 88.0 1 7.5 96.7 1,760.0 0.3 -2.0 100.0 12.0 105.5 89 50 4 HARLEEZY 15.0 S 95 123.2 85.0 1 1.0 104.6 1,870.0 1.0 4.0 83.0 17.0 104.4 84 45 11 GET A JOB 4.5 E 95 128.3 82.0 1 2.2 110.7 1,980.0 0.9 -0.6 86.0 13.0 102.1 89 42 13 KING RUSSELL 6.0 E/P 95 125.6 84.0 4 4.0 104.3 1,870.0 1.4 -2.0 81.0 19.0 101.6 93 30 10 WITHOUT A TRACE 3.5 E/P 95 124.5 95.0 1 1.0 104.3 1,870.0 0.8 0.0 94.0 13.0 99.6 78 23 14 BEN DREAMING 20.0 E/P 95 117.2 83.0 2 1.8 105.0 1,870.0 0.4 -0.5 77.0 24.0 95.6 66 37 3 ZATARA 20.0 E/P 95 124.3 77.0 8 17.0 110.6 1,980.0 1.3 -0.8 73.0 15.0 94.1 71 47 9 ICE EXPRESS 30.0 E/P 95 109.7 68.0 6 9.0 70.4 1,320.0 1.0 0.7 83.0 13.0 92.1 72 47 2 CHARLESTON 20.0 E/P 95 122.2 84.0 2 2.2 73.0 1,320.0 1.9 0.0 81.0 26.0 90.3 43 15 12 SHATTUCK 30.0 S 95 111.4 62.0 7 16.0 97.4 1,760.0 1.1 2.8 73.0 14.0 85.7 55 47 7 DAILY GRIND 20.0 E/P 95 112.3 55.0 7 28.8 104.3 1,870.0 1.5 1.8 56.0 19.0 79.5 52 37 RACE 8 Oaklawn Park Purse: 110000 Distance: 1760 Type: S AgeSex: AOF RCond: DSENTRIES 8TH OPX DECEMBER 6 8F M110000 0 AOF 1 MILE DIRT THOROUGHBRED FILLIES 2 YEAR OLDS MAIDEN SPECIAL WEIGHT PURSE $110000 (03:46) (13) PGM HorseName ML RS SPR PPR SR1 Finish1 Beat1 FTime1 Dist1 x TJR RS1 TV1 Pick NagRat WNagRat 3 ENTICING BEAUTY 3.5 S 82 122.1 82.0 3 2.5 70.1 1,320.0 1.3 -2.0 87.0 12.0 102.9 91 54 2 MIMI'S GRACE 4.0 E 82 121.8 75.0 2 0.1 98.4 1,760.0 1.1 -2.0 75.0 20.0 101.8 84 62 9 NANA GRACE 5.0 P 82 113.3 72.0 2 4.2 71.9 1,320.0 0.8 -0.7 77.0 16.0 94.1 65 64 1 ENSORCELL 12.0 NA 82 117.1 74.0 4 8.5 83.9 1,540.0 1.3 -2.0 75.0 12.0 92.8 70 59 8 SOMERVILLE 20.0 NA 82 114.0 64.0 5 9.0 98.4 1,760.0 1.3 -0.2 66.0 20.0 91.1 68 54 6 MOMENTARIO 12.0 E 82 118.2 73.0 6 10.0 83.9 1,540.0 1.3 -0.6 74.0 12.0 90.8 66 52 5 JENKIN 12.0 S 82 118.0 74.0 5 8.5 83.9 1,540.0 1.1 -0.8 75.0 12.0 90.4 70 44 10 VINO TIEMPO 20.0 NA 82 110.0 67.0 6 10.5 70.6 1,320.0 1.0 0.0 82.0 10.0 89.3 66 52 4 LEGAL EMPRESS 15.0 P 82 112.2 68.0 2 0.1 92.5 1,650.0 0.4 0.1 79.0 15.0 86.6 58 40 13 TAKE A LOOK 12.0 E 82 102.4 60.0 6 7.5 100.5 1,760.0 0.3 -0.5 76.0 24.0 86.5 52 47 12 BURIANA 20.0 S 82 113.0 67.0 6 18.5 83.0 1,540.0 1.1 -0.3 73.0 8.0 84.8 64 47 7 ZAGHRUTA 2.0 NA 82 90.0 60.0 NaN NaN NaN NaN 1.0 1.0 65.0 12.0 63.4 0 47 11 RUN NOT WALK 30.0 NA 82 90.0 60.0 NaN NaN NaN NaN 1.0 0.0 65.0 12.0 52.1 0 -7 RACE 9 Oaklawn Park Purse: 150000 Distance: 1210 Type: N AgeSex: AON RCond: DNENTRIES 9TH OPX DECEMBER 6 5.5F F150000 0 AON 5 1/2 FURLONGS DIRT THOROUGHBRED OPEN 2 YEAR OLDS NONGRADED STAKE PURSE $150000 (04:14) (6 ) PGM HorseName ML RS SPR PPR SR1 Finish1 Beat1 FTime1 Dist1 x TJR RS1 TV1 Pick NagRat WNagRat 5 INNOVATOR 1.0 E 92 130.0 88.0 2 0.1 63.0 1,210.0 1.5 -2.0 99.0 7.0 113.6 111 64 4 PERFECT MAGIC 5.0 E/P 92 118.7 82.0 1 2.0 64.0 1,210.0 1.2 -0.6 94.0 9.0 107.1 98 62 3 MY WIFE IS RIGHT 20.0 P 92 115.4 73.0 1 3.2 59.0 1,100.0 0.3 0.1 89.0 6.0 94.2 82 47 6 KALE'S ANGEL 2.5 E/P 92 124.9 72.0 11 5.8 97.4 1,760.0 1.1 -1.0 72.0 12.0 92.2 68 56 1 TEXAS CREED 20.0 E 92 114.4 74.0 2 0.5 64.9 1,210.0 0.4 -2.0 88.0 11.0 88.1 73 23 2 THREE ECHOES 4.0 P 92 121.3 69.0 6 7.2 85.2 1,540.0 1.3 -0.7 79.0 13.0 88.0 48 52 RACE 10 Oaklawn Park Purse: 55000 Distance: 2090 Type: R AgeSex: BUN RCond: DRENTRIES 10TH OPX DECEMBER 6 9.5F L55000 0 BUN 1 3/16 MILES DIRT THOROUGHBRED OPEN 3 YEAR OLDS AND UP STARTER ALLOWANCE PURSE $55000 (04:40) (12) PGM HorseName ML RS SPR PPR SR1 Finish1 Beat1 FTime1 Dist1 x TJR RS1 TV1 Pick NagRat WNagRat 8 TRUCULENT 2.5 P 89 128.3 85.0 1 0.1 113.4 1,980.0 2.4 -1.1 75.0 23.0 110.9 76 84 11 BRIGHT SPARK 3.0 S 89 121.8 86.0 1 11.5 101.2 1,830.0 0.9 -0.5 92.0 10.0 102.6 90 45 6 EXECUTIVE ACTION 8.0 E 89 124.5 80.0 1 6.8 106.8 1,870.0 0.6 0.0 93.0 10.0 102.1 80 57 5 INDIAN GULCH 4.0 S 89 127.4 86.0 5 7.0 104.3 1,870.0 1.9 1.2 78.0 17.0 102.0 75 50 4 GREATHEART 5.0 P 89 121.1 84.0 3 4.8 98.2 1,760.0 0.7 -0.6 88.0 7.0 98.4 81 54 10 CANDY FOR CARMEL 20.0 S 89 109.0 76.0 3 1.8 103.1 1,870.0 0.8 0.0 86.0 14.0 97.6 81 52 1 BIG PAPER 15.0 P 89 118.6 79.0 5 6.0 113.4 1,980.0 1.4 5.0 69.0 23.0 94.8 67 30 9 C F V BULLET 20.0 E/P 89 122.8 78.0 1 2.0 100.9 1,760.0 1.0 -2.0 89.0 10.0 93.3 49 64 2 RIGHT TONE 20.0 S 89 115.6 71.0 4 5.2 107.7 1,870.0 0.9 0.8 71.0 24.0 93.3 58 52 3 COUNT FROST 20.0 E/P 89 117.2 83.0 3 1.0 105.3 1,830.0 0.5 0.0 79.0 24.0 91.6 53 29 7 CANADIAN PHAROAH 20.0 S 89 115.3 80.0 3 5.5 101.4 1,760.0 0.6 -1.4 66.0 35.0 90.7 35 45 12 WARTIME HERO 15.0 P 89 116.2 75.0 5 12.5 103.4 1,830.0 0.4 -2.0 79.0 12.0 85.4 57 37
RACE 6 Maker's Mark Breeders' Cup Filly and Mare Turf (Grade I) POST TIME - 2:04 PM
P# PP Horse A/S Jockey Trainer M/L RAT
4 4 Paved (KY) 3/F J Rosario M W McCarthy 20/1 126
7 7 Smart Choice (ARG) 5/M F Prat T A Pletcher 30/1 116
11 11 Mom's On Strike (FL) 5/M A Beschizza J Sharp 20/1 106
8 8 Fuhriously Kissed (KY) 5/M T Gaffalione A T Quartarolo 30/1 104
1 1 Fourstar Crook (NY) 6/M I Ortiz, Jr. C C Brown 5/1 102
9 9 A Raving Beauty (GER) 5/M J Castellano C C Brown 10/1 101
12 12 Santa Monica (GB) 5/M J L Ortiz C C Brown 15/1 101
3 3 Wild Illusion (GB) 3/F W T Buick C Appleby 7/2 94
10 10 Magic Wand (IRE) 3/F R L Moore A P O'Brien 5/1 93
13 13 Athena (IRE) 3/F W Lordan A P O'Brien 15/1 89
6 6 Sistercharlie (IRE) 4/F J R Velazquez C C Brown 3/1 79
14 14 Eziyra (IRE) 4/F L Dettori D K Weld 15/1 79
2 2 Thais (FR) 4/F M Franco C C Brown 20/1 76
5 5 Princess Yaiza (IRE) 3/F A Atzeni G Cromwell 30/1 38
RACE 7 TwinSpires Breeders' Cup Sprint (Grade I) POST TIME - 2:46 PM
P# PP Horse A/S Jockey Trainer M/L RAT
5 5 Imperial Hint (FL) 5/H J Castellano L Carvajal, Jr. 9/5 133
1 1 Whitmore (KY) 5/G R Santana, Jr. R Moquett 6/1 128
2 2 Promises Fulfilled (KY) 3/C L Saez D L Romans 6/1 128
8 8 Limousine Liberal (KY) 6/G J L Ortiz B Colebrook 6/1 127
9 9 Roy H (KY) 6/G P Lopez P Miller 5/2 121
4 4 Warrior's Club (KY) 4/C L Contreras D W Lukas 15/1 119
7 7 Distinctive B (FL) 7/G D Van Dyke P Miller 12/1 114
3 3 B Squared (CA) 4/C M Gutierrez D F O'Neill 20/1 106
6 6 Always Sunshine (FL) 6/H F Pennington E T Allard 20/1 93
RACE 8 Breeders' Cup Mile (Grade I) POST TIME - 3:36 PM
P# PP Horse A/S Jockey Trainer M/L RAT
5 5 Oscar Performance (KY) 4/C J L Ortiz B A Lynch 6/1 141
15 15 Divisidero (KY) 6/H J Toledo K Rubley 30/1 135
10 10 Catapult (KY) 5/H D Van Dyke J W Sadler 6/1 132
1 1 One Master (GB) 4/F J Doyle W J Haggas 12/1 127
13 13 Gustav Klimt (IRE) 3/C R L Moore A P O'Brien 10/1 124
12 12 Analyze It (KY) 3/C I Ortiz, Jr. C C Brown 6/1 120
2 2 Next Shares (KY) 5/G T Gaffalione R Baltas 10/1 109
14 14 Mustashry (GB) 5/G W T Buick S R Stoute 15/1 108
7 7 Expert Eye (GB) 3/C L Dettori S R Stoute 8/1 104
3 3 Happily (IRE) 3/F W Lordan A P O'Brien 15/1 98
6 6 Almanaar (GB) 6/G J Rosario C C Brown 12/1 90
16 16 Clemmie (IRE) 3/F A Atzeni A P O'Brien 30/1 83
8 8 I Can Fly (GB) 3/F J P Spencer A P O'Brien 10/1 71
11 11 Lightning Spear (GB) 7/H O Murphy D Simcock 20/1 59
4 4 Polydream (IRE) 3/F M H Guyon F Head 5/1 SCR
9 9 Hunt (IRE) 6/G F Prat P D'Amato 30/1 SCR
RACE 9 Longines Breeders' Cup Distaff (Grade I) POST TIME - 4:16 PM
P# PP Horse A/S Jockey Trainer M/L RAT
9 9 Wow Cat (CHI) 4/F J L Ortiz C C Brown 8/1 128
6 6 Verve's Tale (KY) 5/M B J Hernandez, Jr. B Tagg 30/1 122
10 10 Blue Prize (ARG) 5/M J Bravo I Correas, IV 6/1 113
1 1 Champagne Problems (KY) 4/F C H Borel I R Wilkes 12/1 92
8 8 Vale Dori (ARG) 6/M J Talamo B Baffert 12/1 91
3 3 La Force (GER) 4/F D Van Dyke P Gallagher 20/1 90
2 2 Abel Tasman (KY) 4/F M E Smith B Baffert 7/2 74
4 4 Mopotism (KY) 4/F M Gutierrez D F O'Neill 30/1 71
7 7 Midnight Bisou (KY) 3/F J R Velazquez S M Asmussen 6/1 63
11 11 Monomoy Girl (KY) 3/F F Geroux B H Cox 2/1 63
5 5 Wonder Gadot (ON) 3/F I Ortiz, Jr. M E Casse 15/1 46
RACE 10 Longines Breeders' Cup Turf (Grade I) POST TIME - 4:56 PM
P# PP Horse A/S Jockey Trainer M/L RAT
8 8 Liam the Charmer (KY) 5/G T Gaffalione M W McCarthy 30/1 134
7 7 Glorious Empire (IRE) 7/G J R Leparoux J L Lawrence, II 12/1 132
10 10 Hi Happy (ARG) 6/H L Saez T A Pletcher 20/1 113
3 3 Channel Maker (ON) 4/G J L Ortiz W I Mott 12/1 110
4 4 Robert Bruce (CHI) 4/C I Ortiz, Jr. C C Brown 10/1 105
5 5 Magical (IRE) 3/F R L Moore A P O'Brien 10/1 103
2 2 Enable (GB) 4/F L Dettori J H Gosden 1/1 100
11 11 Sadler's Joy (KY) 5/H J Castellano T Albertrani 30/1 99
12 12 Waldgeist (GB) 4/C P Boudot A Fabre 9/2 98
1 1 Talismanic (GB) 5/H M Barzalona A Fabre 12/1 87
13 13 Hunting Horn (IRE) 3/C W Lordan A P O'Brien 30/1 86
6 6 Arklow (KY) 4/C F Geroux B H Cox 30/1 77
9 9 Quarteto de Cordas (BRZ) 4/C B J Hernandez, Jr. I R Wilkes 30/1 75
RACE 11 Breeders' Cup Classic (Grade I) POST TIME - 5:44 PM
P# PP Horse A/S Jockey Trainer M/L RAT
1 1 Thunder Snow (IRE) 4/C C Soumillon S bin Suroor 12/1 138
13 13 Discreet Lover (FL) 5/H M Franco U St. Lewis 20/1 138
9 9 Mendelssohn (KY) 3/C R L Moore A P O'Brien 12/1 135
3 3 Catholic Boy (KY) 3/R J Castellano J Thomas 8/1 128
11 11 Mind Your Biscuits (NY) 5/H T Gaffalione C Summers 6/1 127
10 10 Yoshida (JPN) 4/C J L Ortiz W I Mott 10/1 122
4 4 Gunnevera (KY) 4/C I Ortiz, Jr. A Sano 20/1 119
14 14 Accelerate (KY) 5/H J Rosario J W Sadler 5/2 105
7 7 West Coast (KY) 4/C J R Velazquez B Baffert 5/1 100
5 5 Lone Sailor (KY) 3/C J Graham T M Amoss 30/1 92
8 8 Pavel (KY) 4/C M Gutierrez D F O'Neill 20/1 90
2 2 Roaring Lion (KY) 3/C O Murphy J H Gosden 20/1 71
6 6 McKinzie (KY) 3/C M E Smith B Baffert 6/1 69
12 12 Axelrod (FL) 3/C J Bravo M W McCarthy 30/1 66