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NHL Prediction, Pick for Saturday, January 31, 2026: Columbus Blue Jackets vs St. Louis Blues

Mladek's model consensus pick for Columbus Blue Jackets at St. Louis Blues. 3/4 models agree on Columbus Blue Jackets.

Published January 31, 20261 min readUpdated January 31, 2026
Columbus Blue JacketsNHLSt. Louis Blues
NHL Prediction, Pick for Saturday, January 31, 2026: Columbus Blue Jackets vs St. Louis Blues

Saturday, January 31, 2026 — Mladek's NHL model consensus analysis.

🏒 NHL 🕐 7:00 PM ET ⚡ STRONG CONSENSUS (3/4)

📅 Yesterday's NHL Consensus

Record: 1-0

✅ CBJ vs CHI — Columbus Blue Jackets

🏒 Mladek's Pick: Columbus Blue Jackets Moneyline

Columbus Blue Jackets @ St. Louis Blues

💰 Market Odds Analysis

Columbus Blue Jackets

48.5%

Implied probability

St. Louis Blues

51.5%

Implied probability

Market has St. Louis Blues at 51.5% — our pick is the underdog here.

📊 Team Comparison

🎯 Columbus Blue Jackets Key Stats OUR PICK

Overall Record: 26-20-7 (59 pts)

Road Record: 12-12-3

Last 10: 8-2-0

Goals For/Against: 167 / 174 (N/A GPG)

Current Streak: W

🏒 St. Louis Blues Key Stats

Overall Record: 20-25-9 (49 pts)

Home Record: 13-10-6

Last 10: 3-6-1

Goals For/Against: 135 / 187 (N/A GPG)

Current Streak: W

⚡ POWER PLAY

This 3-model combination: 58.6% win rate (191 picks)

✓ Statistically significant sample size (30+ picks)

📊 Model Consensus Breakdown

3 of 4 models agree on Columbus Blue Jackets:

  • ChattyLine— AI sentiment & trend analysis
  • MoneyPuck— Advanced expected goals model
  • Otterline— Proprietary ML predictions

Dissenting: CBS

🎯 Take Columbus Blue Jackets Moneyline

3/4 models agree — Value underdog play.

💡 Key Takeaways

  • Strong 3/4 consensus — Power Play candidate
  • Underdog value at 48.5% implied probability
  • Close game — market sees this as a pick'em
  • This model combo has a 58.6% historical win rate

This analysis is generated by Mladek's NHL model consensus system. Polymarket data reflects real-time prediction market pricing. Past performance doesn't guarantee future results.

Vector 4 Methodology →Performance Tracking →Consensus Board →