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Moderate Winners vs Cold Defenses

Last updated: April 14, 2026

Backs teams winning by a moderate recent margin (based on exponentially weighted moving average) when facing opponents who have scored 107.45 points or fewer per game over their last five games while allowing more than 119.9 points per game in that span.

Part of all NBA Moneyline system records.

Moderate Winners vs Cold Defenses is a verified NBA moneyline betting system that backs teams winning by a moderate recent margin (based on exponentially weighted moving average) when facing opponents who have scored 107.45 points or fewer per game over their last five games while allowing more than 119.9 points per game in that span. Tracked across 51 graded picks, it holds a 50-1 record with a 98.04% hit rate and 87.17% ROI. Average closing line value: 78.0769 units. All results graded from verified game outcomes.

When This System Fires

The system places a pick only when every one of these triggers holds true at game time.

1

Ewma Margin

at most 6.38ewma_margin
2

Ewma Margin

above 2.62ewma_margin
3

Opp Avg 5 Pts

at most 107.45opp_avg_5_pts
4

Opp Avg 5 Pts Allowed

above 119.90opp_avg_5_pts_allowed

TOTAL PICKS

105

HIT RATE

98.04%

RECORD

50-1

ROI

+87.17%

PERFORMANCE BREAKDOWN

50

51

1

WINS

TOTAL BETS

LOSSES

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Frequently Asked Questions

Does the "Moderate Winners vs Cold Defenses" NBA Moneyline system still work?

The system's live record is 50-1 (98.04% hit rate) with 87.17% ROI across 51 graded picks. Closing line value averages 78.08, meaning picks are consistently beating the sharpest closing price. Past performance doesn't guarantee future results — track it forward to confirm the edge persists.

When does the Moderate Winners vs Cold Defenses system fire a pick?

The system triggers a NBA moneyline pick only when all 4 of its filter conditions are satisfied at game time. See the "When This System Fires" section above for the exact thresholds on each condition — the system waits for every trigger before placing a bet, which is why sample sizes are smaller than total games.

What is the sample size for the Moderate Winners vs Cold Defenses system?

The system has been evaluated against 105 total qualifying games, with 51 of those reaching a graded outcome (wins + losses). Sample size matters — any system under ~15-20 graded picks is noise; 50+ is where a real edge shows statistical signal.

Analysis generated by Optimus AI from proprietary ML system data.

For informational and entertainment purposes only. Not betting advice. Please gamble responsibly.

Optimus

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