Okay, let me walk you through how I went about digging into the player stats for the Oakland Athletics vs Texas Rangers game the other day. It’s something I like doing, keeps me in the loop.

Getting Started
First off, I just grabbed my tablet while having my morning coffee. Needed to get a feel for who’s been hot and who’s not before the game. Didn’t have any specific agenda, just wanted a general overview.
I opened up my usual web browser. My first thought was just to search broadly. Typed in something simple like “Athletics Rangers player stats recent games”. You know, keep it basic to start.
Sifting Through Information
Got a bunch of results back, as you’d expect. Lots of sports news sites, official league pages, and those dedicated stats sites. I tend to skip the flashy news headlines first and look for the sites that look like they just present the raw numbers. Less fluff, usually.
I clicked into a couple of the more official-looking ones. You know, the ones directly associated with baseball itself. They usually have reliable box scores and season stats. I spent some time there, just clicking around the team rosters.
- Looked at the probable starting pitchers first. Checked their recent outings – things like innings pitched, earned runs, strikeouts. Gives you a decent idea of how the start of the game might go.
- Then I browsed the batting order, or at least the likely key hitters for both Oakland and Texas.
- Checked their batting averages, on-base percentages, recent RBIs, home runs. Just trying to see who’s making contact and driving in runs lately.
Digging a Bit Deeper
After getting the basics, I wanted to see if I could find any head-to-head stuff. Sometimes specific batters just do really well against certain pitchers, or vice-versa. This info is a bit harder to find sometimes, often buried deeper in stats pages.

Found some pitcher vs. batter history on one of the more detailed stats sites. It’s not always predictive, but it’s interesting context. Saw a couple of matchups that looked lopsided based on past meetings.
I also specifically looked at bullpen performance lately. Checked the ERAs and recent appearances for the main relief pitchers on both squads. Games can turn quick in the late innings, right?
Putting It Together
I wasn’t building a complex database or anything. Mostly just mental notes and jotting a few things down on a notepad I keep handy.
I focused on:
- Starting pitching matchup – recent form.
- Key hitters on both teams – who’s swinging a hot bat.
- Bullpen reliability – recent performance under pressure.
- Any notable historical matchups between specific players.
Didn’t spend hours on it, maybe 20-30 minutes total. Just enough to feel like I had a handle on the key players and recent trends going into the game. It’s more about getting a feel for the flow than trying to predict everything perfectly. That’s pretty much my process for looking up stats before a game like this one.
