Everyone Knows Who's Pitching. We Care Who's Tired.
Open almost any betting preview and you'll get the same two facts: who's starting, and how the teams have been hitting. That's the easy part. It's also where most of them stop.
The obvious stuff is, well, obvious
The starting pitchers and the basic matchup are on every scoreboard and in every preview on the internet. You don't need a model for that — you need a phone. If a service's whole pitch is telling you who's on the mound, they're charging you for the free part.
The game is decided in the margins
A baseball game turns on a hundred smaller things that rarely make the preview:
- The weather. Wind, temperature, the kind of air the ball is traveling through that night.
- Bullpen fatigue. A pen that threw four innings last night is a different animal tonight, no matter who's listed as available.
- Rest and travel. Who's fresh and who's running on fumes after a getaway-day flight across two time zones.
- The quiet stuff. Which relievers are actually unavailable, which platoon splits matter today, who's quietly struggled against this exact look.
None of that fits in a tidy two-line preview. All of it shows up in the data the model reads.
Depth isn't a guarantee — it's just honest work
We're not going to tell you that accounting for the bullpen turns a read into a sure thing. Nothing turns a baseball game into a sure thing. But there's a real difference between a read built on the two facts everyone already has and a read built on the dozens of factors most people skip. One of those is doing the work, and one of them is reading you the scoreboard.
Anyone can tell you who's pitching. The question worth your money is everything that scoreboard leaves out.