The breakdown of how often each scenario occurs within each option I guess would involve computing some kind of parlay of my ~2/3 chance of winning on each board. This is where my Statistics 101 knowledge breaks down... Someone? Anyone?
Your expected value is always the same the moment you are all-in, no matter how many times you run it. You're always a 65% favourite (roughly). When you run it more than once what changes is how likely you both are to realize your true equity in the hand.
Disclaimer: I'm no stats expert but I did pay attention to the Grade 12 math unit that focused on gambling
You are looking for the conditional probability - the chance of a certain number of successes in a sequence of dependent events.
Conditional probability is more work than I feel like doing - so how about the binomial probability? This isn't perfect because the trials aren't independent, we're of course not shuffling the turn and river cards back in. As the run outs come your equity in subsequent run outs would differ slightly, but at the time of the decision, none of the run outs have happened so for comparison sake I think it is close enough. I've used the raw equity and ignored ties.
If anything, the "Lose All" for running 2x+ is a touch low, given that if you lose one run out, you would be less likely to lose another once since the villain would have less outs on subsequent run outs.
Look at the last row - "Lose All" see how it is lower the more times you run it? That's the real key here. Running it 2x+ is just to reduce that risk of ruin (variance) that comes with poker. Hopefully this helps illustrate it for you.
Result | Run it 1x | Run it 2x | Run it 3x | Run it 4x |
Win 1 | 65% | 45% | 24% | 11% |
Win 2 | - | 42% | 44% | 31% |
Win 3 | - | - | 27% | 38% |
Win 4 | - | - | - | 17% |
Lose All | 35% | 12% | 4% | 1.5% |
I used this calculator if you want to fiddle with the numbers: https://www.omnicalculator.com/statistics/binomial-distribution
Edit: so If the question is how many times should I run it to approximate mine and the villains true equity depends on the equity.
- If you are racing, run it twice
- if you are 2:1 run it three times
- If you are 3:1 + run it 4x, but better yet don't run it multiple times at all and scoop the whole pot