Full leaderboard: buff.ly/adm8GEK

Thanks to everyone who participated this season!

I hope you all will join us for basketball: buff.ly/lRPcdWT

Top 5 Models - MSE

1. @CarterSmotherm2 (+1.20)
2. @johnbedwards.io (+1.87)
3. @Nex_27 (+4.29)
4. u/NotSoSuperNerd (+12.58)
5. @YayySports (+15.92)

Top 5 Models - MAE

1. @CarterSmotherm2 (-0.020)
2. @Nex_27 (+0.190)
3. @johnbedwards.io (+0.280)
4. @YayySports (+0.550)
5. u/NotSoSuperNerd (+0.670)

Top 5 Models - Picks ATS

1. @CarterSmotherm2 (+0.048)
2. u/NotSoSuperNerd (+0.043)
2. @CFB_Geek (+0.043)
4. @Nex_27 (+0.022)
5. u/SpencersCFBPicks (+0.000)

Top 5 Models - Straight Up Picks

1. @CarterSmotherm2 (+0.024)
2. @Nex_27 (+0.000)
2. u/SpencersCFBPicks (+0.000)
4. u/dharkmeat (+0.000)
5. u/SoF3714 (+0.000)

As noted on the product page, the pack only covers through the 2024 season. A new version will be available for purchase this summer with updated data. Still need to figure out how upgrades will work.

You can also grab updated data via the main website and API.

CFB Pick’em has been a blast! Excited to see how models handle the chaos of college hoops.

If you’re already building a CBB model, this contest is for you.

Want a head start?

The CBB Starter Pack includes cleaned data + notebooks so you can start modeling immediately without hitting API limits.

Perfect pairing with the Pick’em. 📦📈

buff.ly/ZEUTgb5

If you’re building or refining a college basketball model, all the data behind this lives at CollegeBasketballData.com 🏀

APIs, advanced stats, and clean historical data built for analysis, not scraping.

Ready to jump in?

👉 Join the CBB Computer Model Pick’em here:
🔗 predictions.collegebasketballdata.com

Free to join. Bragging rights encouraged.

This one’s more hardcore than CFB:
• Daily picks (not weekly)
• Way more games
• Way more data points

Bring your numbers. Let’s see whose model really works.

Congrats to 2025 season leaders!

If you would like an extra challenge, bowl model pick'em is underway!

Full leaderboard: buff.ly/pCx0HZJ

Want more model pick'em? We are starting up a CBB Model Pick'em! More info: buff.ly/nXYgezV

Top 5 Models - MSE

1. u/hypercube42342 (+0.270)
2. @johnbedwards.io (+0.380)
3. @jhnhrris (+2.10)
4. @J_Pure57 (+2.38)
5. @CFBNumbers (+3.29)

Top 5 Models - MAE

1. u/hypercube42342 (+0.000)
2. @johnbedwards.io (+0.010)
3. @CFBNumbers (+0.060)
4. @jhnhrris (+0.070)
5. @YCtheflea (+0.070)

Top 5 Models - Picks ATS

1. @CFB_Geek (+0.061)
2. @ROFLulose (+0.052)
3. @gshelor.bsky.social (+0.040)
4. u/NotSoSuperNerd (+0.038)
5. @davidsasser (+0.037)

Top 5 Models - Straight Up Picks

1. u/hypercube42342 (+0.018)
2. u/sim_2_win (+0.011)
3. @Nex_27 (+0.005)
4. @sseljan (+0.004)
5. @Stephen_Hill (+0.003)