Week 1, Rams at 49ers
4th-and-2, 11:35 remaining in 2nd quarter, Down by 7
The Rams went for it on a 4th-and-2 on the 49ers’ 34. The NYT 4th Down Bot stands with the coach.
If you disagree

The coach and I agree that going for it is the thing to do here, but you may be thinking it makes sense to attempt a field goal. That would be the right call if you think the Rams’ chances of converting on fourth down are less than 43 percent. But based on my analysis, I’d give the Rams a 56 percent chance to get a first down here.

Here's the full breakdown of my calculations:

Option Chance of converting
Chance of winning
Before play
After play Change
Go for it4th and 2, opp. 34 56% 37% 38% +1%
Field goal try51 yard kick (est.) 61% 37% 36% –1%
Punt 37% 34% –3%
My decision in context

Along with some circuitry to come up with a win probability for every game situation, all you need to figure out what you should do next is an estimate of how likely you are to make a field goal or convert a first down.

My estimates for these are based on the results of thousands of similar plays, but you may think you're smarter than I am. This chart shows you how changing those estimates would change my recommendation.

What to do on 4th-and-2 on opp. 34
Down by 7 with 11:35 remaining in the 2nd quarter
What coaches usually do
Go for it 65% of the time
Field goal try 29% of the time
Punt 6% of the time
Based on about 851 fourth downs in similar situations since 2001.
What happened

Todd Gurley rush up the middle for 4 yards to the SF30. Todd Gurley rush up the middle for 4 yards to the SF30.

Where did these numbers come from?

To estimate a team’s chances of winning, I use a mathematical model that accounts for a whole lot of variables — including the difference in score, the time remaining in the game, and the number of timeouts each team has left. On top of that, I have models for the likelihood that a team makes a field goal and the likelihood that it will convert a first down.

By combining all of this information, I can come up with the best decision a team can make, according to math.

If you want even more details about the numbers behind my decisions, my full model is available on GitHub. Help make me better!