Was this AI generated ? - think it's trying to conceptualise too much.
I only posted in that thread because the guy was "talking through his pocket" and I felt the criticism was unnecessary. The horse was stuck in a pocket on the rail from 8 out to inside 3 out, surrounded by horses, with nowhere to go, in a very slowly run race where space and gaps were at a premium. Despite that, the horse did have a clean 2.75 furlongs AFTER THAT to reel in 4.2 lengths - he just was not good enough on the day and after taking a while to pick up, finished on the heels of FOUR other horses and was 1.6 lengths adrift at the line. The guy in the thread still thinks that he would have landed his bet if there was "another 30 yards" after the line - he's neglected to acknowledge the effort of the third placed horse who was giving his horse 6lbs and is a more through stayer, was also a "fast" finisher and also made up "significant" ground in the final furlong - there is no way his horse passed even the fourth placed horse never mind the third placed horse in the run-out.
The "run-out" speeds (30 yds before the line to 30yds after the line) from that race were not even up on the ATR site when i posted in that thread but their up now
Sorry — I read your post the wrong way. Great write-up, by the way.
Just to clarify what I meant: I was talking about race profiles before the race — a quick map of how it might set up. I look at recent early pace for each runner (last six, newest weighted more) to guess who’s likely to be on the speed, who sits handy, and who drops in. Then I layer in the course & distance tendencies (does speed usually hold here? does the mid-race get testing?) and a simple wins-by-style view over a few years, so I’ve got context for whether front-enders or closers are usually favoured.
Afterwards I sanity-check the run with a few plain things — was the horse actually boxed, did it make ground in the key part of the race, and did it finish faster than the field when it saw daylight. If those don’t line up, I file it under “not good enough on the day” rather than “unlucky”.
That’s all I’m trying to do: set expectations before they jump, then be honest about what actually happened after.