BeaverStats

⚾ MLB,NPB,KBO ANALYSIS DATA ALL FREE!!
데이터덕후입니다.
스포츠분석 좋아해요!

[BeaverStats @Beaver3974]

Sports Data Analyst & Developer⚾️
I’ve been collecting and analyzing sports data as a hobby for years.
Eventually, I decided it was too good to keep to myself — so I launched this website.

Currently focused on NPB, with advanced metrics like FIP/xFIP (just added today!).
Opened July 7, 2026.

I analyze because it’s fun.
I used to bet bigger, but realized emotions get in the way when money is on the line.
Now it’s small stakes and pure enjoyment — especially when my prediction hits
If the data isn’t clear, I skip the game. No forcing picks.
I know there’s always an error margin in human sports, but I’m obsessed with shrinking it.

More sports coming soon.
(Running on a humble Raspberry Pi — goal #1 is to crash the server with traffic )😂
Any feedback — positive or brutal — is highly appreciated.
If it helps you, please share it!

https://t.co/TtHbpaUnJg

Working like a beaver. Let’s talk baseball data.

#NPB #BaseballAnalytics #FIP #Sabermetrics #野球 #야구분석

[C-Money @Cmoney52]

#KBO🇰🇷

⚾️ KT ML 1.72

Allen has pitched well enough to get this done. Yang has a FIP over 5 recently and has struggled vs KT bats. Kia bullpen has been a bit sus as well lately. Go Wiz!!!

[BeaverStats @Beaver3974]

This is the real key

[Mari ౨ৎ @marisportspicks]

Too many people treat gambling like a quick get rich scheme, and it’s so far from that.

[TIBU PICKS🦈 @TibuPicks_]

Amaneceremos verdes? 😘✅

[BeaverStats @Beaver3974]

My thoughts on the NPB, KBO, and MLB after running BeaverStats

I launched BeaverStats on July 7, 2026, so it’s been just under two months now.
I wanted to share some thoughts from collecting and analyzing the data myself.
⚾ MLB
Pros: There are so many games, so there are plenty of games to analyze and choose from.
Cons: With so many teams, the head-to-head sample sizes are relatively small, and home runs happen pretty often. More importantly, MLB has already been analyzed so extensively that it’s difficult to find an edge in the betting lines.

⚾ KBO
Pros: There’s plenty of head-to-head data, and compared to MLB, the betting lines feel relatively less efficiently priced, which makes it easier to find an edge.
Cons: Pitching can be very inconsistent, and games can get out of hand quickly, making them difficult to predict. It’s not uncommon to see a team go down 4–0 right from the start 😂
⚾ NPB
Pros: There’s plenty of head-to-head data, and compared to MLB, the betting lines feel relatively less efficiently priced, making it easier to find an edge.
Cons: Once a team falls behind, it feels like comebacks are pretty rare.
Personally, I feel like NPB may ultimately be the most favorable league for betting.
That doesn’t mean the games are always one-sided. There are plenty of close games that stay within one run for a long time, which makes them really exciting to watch. Above all, I’ve found Japanese pitchers to be consistently strong and less volatile overall.

Of course, these are just my personal observations after running the site for about two months.
Baseball really is difficult.
There are so many things to consider — head-to-head records, starting pitchers, bullpens, lineups, ballparks, weather, recent form, and so on. And then there are things like the feel of the game, a player’s condition, and reaction speed on that particular day — factors that are almost impossible to capture with data. 😭
For my next sport, I chose basketball 🏀

Curious what a BeaverStats-style basketball analysis screen will look like?
I’m working hard to get basketball ready as the next step.
Stay tuned! 🔥

#BeaverStats #NPB #KBO #MLB #Baseball #SportsAnalytics #Betting #NBA #KBL

[BeaverStats @Beaver3974]

I’ve been analyzing games with a friend who’s really into sports betting since I started BeaverStats.

The funny thing is, we look at the exact same data… and somehow keep coming up with different picks. 😂

It’s not about who’s right or wrong. I just think that’s what makes sports analysis so interesting.

Same data, different perspective. 😂

#SportsBetting #SportsAnalytics #Baseball #MLB #NPB

[C-Money @Cmoney52]

#KBOPicks 🇰🇷

⚾️SSG F5 1.72

Love the way SSG new import is pitching rn.

Doosan has been cold as ice at the plate. Landers should be able to generate some runs against a BP arm today.

[BeaverStats @Beaver3974]

I’ve been analyzing games with a friend who’s really into sports betting since I started BeaverStats.

The funny thing is, we look at the exact same data… and somehow keep coming up with different picks. 😂

It’s not about who’s right or wrong. I just think that’s what makes sports analysis so interesting.

Same data, different perspective. 😂

#SportsBetting #SportsAnalytics #Baseball #MLB #NPB

[BeaverStats @Beaver3974]

⚾️ Today: NPB 5 games + KBO 5 games!

Here’s a quick look at the starting pitcher comparison for today’s Chunichi Dragons @ Yakult Swallows game on BeaverStats 📊

Takahashi has been in 🔥🔥🔥 form over his last 5 games.

Curious about today’s matchups?
Come check out BeaverStats! 😆

#NPB #KBO #Baseball #NPB分析 #野球分析 #BeaverStats

[BeaverStats @Beaver3974]

I’m currently developing basketball analysis for BeaverStats! 🏀

NBA, KBL, and other basketball leagues will soon be available on the site.

I’m working on the analysis screen right now, but I’m wondering if I’m putting too much information on one screen 😂

Would this actually be useful for analyzing games, or is it just too complicated for anyone to look at? 😅

I’d really appreciate any feedback or suggestions!

#NBA #KBL #Basketball #SportsAnalytics #BasketballAnalytics

[BeaverStats @Beaver3974]

⚾️ Today: NPB 5 games + KBO 5 games!

Here’s a quick look at the starting pitcher comparison for today’s Chunichi Dragons @ Yakult Swallows game on BeaverStats 📊

Takahashi has been in 🔥🔥🔥 form over his last 5 games.

Curious about today’s matchups?
Come check out BeaverStats! 😆

#NPB #KBO #Baseball #NPB分析 #野球分析 #BeaverStats

[BeaverStats @Beaver3974]

@104_sli 안녕하세요 한국어 재미있어요?ㅎㅎ

[BeaverStats @Beaver3974]

I’m currently developing basketball analysis for BeaverStats! 🏀

NBA, KBL, and other basketball leagues will soon be available on the site.

I’m working on the analysis screen right now, but I’m wondering if I’m putting too much information on one screen 😂

Would this actually be useful for analyzing games, or is it just too complicated for anyone to look at? 😅

I’d really appreciate any feedback or suggestions!

#NBA #KBL #Basketball #SportsAnalytics #BasketballAnalytics

[BeaverStats @Beaver3974]

@TibuPicks_ Wow, thank you so much for saying that! 🥹 It really means a lot to me. I’m so glad the information on BeaverStats has been useful and helped with your bets. I’ll keep doing my best to make the site even better! 🙏

[BeaverStats @Beaver3974]

My thoughts on the NPB, KBO, and MLB after running BeaverStats

I launched BeaverStats on July 7, 2026, so it’s been just under two months now.
I wanted to share some thoughts from collecting and analyzing the data myself.
⚾ MLB
Pros: There are so many games, so there are plenty of games to analyze and choose from.
Cons: With so many teams, the head-to-head sample sizes are relatively small, and home runs happen pretty often. More importantly, MLB has already been analyzed so extensively that it’s difficult to find an edge in the betting lines.

⚾ KBO
Pros: There’s plenty of head-to-head data, and compared to MLB, the betting lines feel relatively less efficiently priced, which makes it easier to find an edge.
Cons: Pitching can be very inconsistent, and games can get out of hand quickly, making them difficult to predict. It’s not uncommon to see a team go down 4–0 right from the start 😂
⚾ NPB
Pros: There’s plenty of head-to-head data, and compared to MLB, the betting lines feel relatively less efficiently priced, making it easier to find an edge.
Cons: Once a team falls behind, it feels like comebacks are pretty rare.
Personally, I feel like NPB may ultimately be the most favorable league for betting.
That doesn’t mean the games are always one-sided. There are plenty of close games that stay within one run for a long time, which makes them really exciting to watch. Above all, I’ve found Japanese pitchers to be consistently strong and less volatile overall.

Of course, these are just my personal observations after running the site for about two months.
Baseball really is difficult.
There are so many things to consider — head-to-head records, starting pitchers, bullpens, lineups, ballparks, weather, recent form, and so on. And then there are things like the feel of the game, a player’s condition, and reaction speed on that particular day — factors that are almost impossible to capture with data. 😭
For my next sport, I chose basketball 🏀

Curious what a BeaverStats-style basketball analysis screen will look like?
I’m working hard to get basketball ready as the next step.
Stay tuned! 🔥

#BeaverStats #NPB #KBO #MLB #Baseball #SportsAnalytics #Betting #NBA #KBL

[BeaverStats @Beaver3974]

NPB & KBO lineups are coming soon! 🔥

Once the lineups are confirmed, come over to BeaverStats and check out the game analysis. ⚾📊

Lineup confirmed → Analysis ready.

#NPB #KBO #NPBAnalysis #KBOAnalysis #BaseballAnalytics #BaseballStats #SportsAnalytics

[BeaverStats @Beaver3974]

@Cmoney52 Since the KBO has Mondays off, it feels like the momentum doesn’t carry over as much, so Tuesdays are always the hardest to predict. Hang in there!! 💪

[BeaverStats @Beaver3974]

@TheBetDesk Of course, BeaverStats!! 😂 Just kidding. But honestly, I don't think there are many sites that cover the NPB or KBO in this much detail for free, right? haha

[BeaverStats @Beaver3974]

New feature added!

Compare hitters’ recent form at a glance and get a better look at who’s been hot lately. 🔥

11 KBO & NPB games are on the schedule tomorrow. Check out the matchups and analysis!

#KBO #NPB #Baseball #BaseballAnalytics #Sabermetrics

[BeaverStats @Beaver3974]

There are so many sweep games lately. Betting feels pretty scary when there are this many😅

#KBO #Gambling𝕏

[BeaverStats @Beaver3974]

🔥 11 NPB & KBO games are on the schedule today!

And here’s the crazy part: 9 of the 11 games are the final game of a series! 👀⚾

Which teams will complete the sweep?

Check out BeaverStats for in-depth KBO & NPB game analysis — pitching matchups, advanced stats, lineups, and more! 📊🔍

👉 https://t.co/hxJL0sxD4R

#NPB #KBO #Baseball #JapaneseBaseball #KoreanBaseball #BaseballAnalytics #BaseballStats #NPBAnalysis #KBOAnalysis #BeaverStats