For the past two 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. If you find this useful, please support Baseball Musings with a donation.
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.
First, the Log5 Method picks:
- 0.323 — Daniel Santana batting against Mike Leake.
 - 0.316 — Jeff McNeil batting against Reynaldo Lopez.
 - 0.313 — DJ LeMahieu batting against Taylor Clarke.
 - 0.313 — Lourdes Gurriel batting against Michael Montgomery.
 - 0.303 — Melky Cabrera batting against Tanner Roark.
 - 0.297 — Elvis Andrus batting against Mike Leake.
 - 0.296 — Bryan Reynolds batting against Tanner Roark.
 - 0.295 — Kevin Newman batting against Tanner Roark.
 - 0.293 — Giovanny Urshela batting against Taylor Clarke.
 - 0.290 — Cody Bellinger batting against Kyle Freeland.
 
Santana’s batting average accounts for a high percentage of his offensive value. This season, with a high batting average and few walks, he is a good candidate to extend a hit streak.
Here are the neural network picks:
- 0.316, 0.757 — Jeff McNeil batting against Reynaldo Lopez.
 - 0.323, 0.740 — Daniel Santana batting against Mike Leake.
 - 0.313, 0.738 — DJ LeMahieu batting against Taylor Clarke.
 - 0.303, 0.727 — Melky Cabrera batting against Tanner Roark.
 - 0.313, 0.722 — Lourdes Gurriel batting against Michael Montgomery.
 - 0.265, 0.717 — Michael Brantley batting against Shane Bieber.
 - 0.287, 0.714 — Corey Dickerson batting against Tanner Roark.
 - 0.296, 0.714 — Bryan Reynolds batting against Tanner Roark.
 - 0.295, 0.712 — Kevin Newman batting against Tanner Roark.
 - 0.287, 0.712 — Fernando Tatis Jr. batting against Tom Eshelman.
 
It should be a good night for the Pirates, but the Log5 method thought that about the Angels yesterday against Jordan Zimmermann. McNeil and Santana tie for the consensus first pick.
I do not guarantee results. Your best pick is going to have about a 25% chance of not getting a hit. Good luck!

