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MechaPip ELO Edge Model Update - Oct 18, 2026

MechaPip ELO Edge Model Update

Version 2026-10-18 - October 18, 2026

MechaPip ELO Edge ratings updated to version 2026-10-18 on October 18, 2026 across NFL, NBA, NHL, MLB and NCAAF. Each table lists the largest rating movers.

NFL (10 movers)

NFL board
Team Rating Change
Chicago Bears 1531.1 -75.3
Green Bay Packers 1535.5 +75.3
Tampa Bay Buccaneers 1416.8 +67.9
Dallas Cowboys 1439.6 -67.9
Tennessee Titans 1257.4 -51.3
Houston Texans 1457.7 +51.3
New York Jets 1411.8 +43.9
Cleveland Browns 1487.1 -43.9
Detroit Lions 1559.1 +42.4
Arizona Cardinals 1322.1 -42.4

NBA (10 movers)

NBA board
Team Rating Change
Dallas Mavericks 1408.8 +22.8
Houston Rockets 1547.6 -22.8
Boston Celtics 1608.4 -14.7
Philadelphia 76ers 1541.7 +14.7
Detroit Pistons 1619.4 +11.8
Washington Wizards 1287.8 -11.8
Cleveland Cavaliers 1579.1 +11.1
Orlando Magic 1516.8 -11.1
Toronto Raptors 1506.9 -9.9
Los Angeles Clippers 1539.5 +9.9

NHL (10 movers)

NHL board
Team Rating Change
Toronto Maple Leafs 1494.7 -1.7
Colorado Avalanche 1537.9 +1.7
Buffalo Sabres 1505.6 +1.5
Utah Hockey Club 1501.0 -1.5
Minnesota Wild 1509.9 -1.5
Florida Panthers 1512.5 +1.5
Boston Bruins 1503.6 -1.4
New York Rangers 1504.3 +1.4
Washington Capitals 1510.7 -1.3
Seattle Kraken 1490.5 +1.3

MLB (4 movers)

MLB board
Team Rating Change
Chicago White Sox 1495.8 +1.0
Cleveland Guardians 1509.6 -1.0
Milwaukee Brewers 1567.2 +0.7
Los Angeles Dodgers 1566.0 -0.7

NCAAF (10 movers)

NCAAF board
Team Rating Change
Fordham Rams 1393.7 +127.6
Southern Jaguars 1412.9 +121.5
Montana Grizzlies 1647.5 -110.6
Miles Golden Bears 1400.7 -96.8
Prairie View A&M Panthers 1438.8 -90.2
Oregon State Beavers 1601.9 +90.0
Toledo Rockets 1547.8 -87.4
Louisiana Christian Wildcats 1420.6 -85.2
UConn Huskies 1579.7 +84.9
Rhode Island Rams 1589.2 +84.3

FAQ

What do the ratings mean?
MechaPip ELO Edge uses calibrated Elo ratings built from season-by-season game history. Higher ratings mean a stronger team, and the movers table shows the biggest weekly shifts.
How are final probabilities built?
MechaPip ELO Edge uses pure Elo ratings enriched with player form, team advanced stats, injuries, and starter data. Final probabilities pass through beta-form calibration before forecasts are published.
For analysis only. Not financial advice.
MechaPip  -  calibrated Elo ratings

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