For the past few years Baseball Musings tried to help with playing Beat the Streak. The Day by Day Database keeps track of hit streak of at least five games. In addition, two programs produce top ten lists of players with a high probability of a hit.
Here are the top picks my programs produced for use in Beat the Streak. This post mostly explains the ideas behind the calculations. In addition, this post shows tests on the Neural Network (NN). This post discusses an NN that includes the ballpark. I updated the models, and the results of those tests are here.
The Log5 Method yields these top projected hit averages against starting pitchers:
- 0.352 — Josh Jung batting against Antonio Senzatela.
- 0.339 — Josh Smith batting against Antonio Senzatela.
- 0.319 — Jonah Heim batting against Antonio Senzatela.
- 0.319 — Wyatt Langford batting against Antonio Senzatela.
- 0.312 — Kyle Higashioka batting against Antonio Senzatela.
- 0.310 — Sam Haggerty batting against Antonio Senzatela.
- 0.308 — Ezequiel Duran batting against Antonio Senzatela.
- 0.306 — Aaron Judge batting against Luis Castillo.
- 0.303 — Evan Carter batting against Antonio Senzatela.
- 0.301 — Tucker Barnhart batting against Antonio Senzatela.
It looks like another good night for the Rangers against the Rockies. Jung hit two home runs Tuesday night. Corey Seager is now on the illjured list, otherwise he would be at the top.
The NN produces this list of batters with a high probability of collecting at least one hit:
- 0.296, 0.732 — Jackson Merrill batting against Kyle Hendricks.
- 0.285, 0.724 — Luis Arraez batting against Kyle Hendricks.
- 0.306, 0.723 — Aaron Judge batting against Luis Castillo.
- 0.352, 0.722 — Josh Jung batting against Antonio Senzatela.
- 0.277, 0.707 — Bobby Witt Jr. batting against Colton Gordon.
- 0.280, 0.697 — Freddie Freeman batting against Gunnar Hoglund.
- 0.339, 0.695 — Josh Smith batting against Antonio Senzatela.
- 0.278, 0.694 — Manny Machado batting against Kyle Hendricks.
- 0.272, 0.693 — Steven Kwan batting against Logan Henderson.
- 0.287, 0.692 — Brendan Donovan batting against Aaron Nola.
The Rangers impress the NN less. Jung and Smith are the consensus top picks, but Merrill and Arraez is a perfectly good double down pair.
You can follow the NN results on this spreadsheet. I do not guarantee results. Your best pick is going to have about a 25% chance of not getting a hit. Good luck!

