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ATS

NHL ATS System Records

Last updated: April 14, 2026

Every tracked NHL ats betting system. Verified W-L, ROI, and CLV across 15940 graded picks.

Trendline Labs tracks 38 NHL ats betting systems with a combined 9350-6590 record (58.66% hit rate) across 15940 graded picks.

TRACKED SYSTEMS

38

COMBINED RECORD

9350-6590

HIT RATE

58.66%

AVG ROI

+14.13%

Top NHL ATS Systems by ROI

SystemRecordHit RateROI
Underdog Puckline vs Low-Scoring Foes74-3567.89%+29.61%
Puckline vs Volatile Defense66-3664.71%+23.53%
Underdogs with Hot Shot Metrics148-8264.35%+22.85%
Puckline vs Volatile Defense170-10062.96%+20.20%
Underdogs with Moderate Blocking119-7062.96%+20.20%
Favorites with Hot Shot Starts138-8262.73%+19.75%
High-Shift Dogs vs Volatile Defense166-10062.41%+19.14%
Favorites with High Shot Volume122-7561.93%+18.23%
Puckline Dogs with Steady Offense270-16661.93%+18.22%
Heavy Favorites on the Puck Line63-3961.76%+17.91%
Favorites with High Shot Volume131-8261.50%+17.41%
Heavy Favorites with Shot Volume131-8261.50%+17.41%
Underdog Puckline vs Familiar Foes137-8761.16%+16.76%
Moderate Shot Volume Underdogs75-4860.98%+16.41%
Underdog Puckline with Physical Defense290-18960.54%+15.58%
Favorites with Hot 2nd Period Shot161-10660.30%+15.12%
Heavy Favorites with 2nd Period Shots161-10660.30%+15.12%
Underdogs vs Volatile Defenses475-31759.97%+14.50%
Underdog Puckline with Weak Goaltending370-24759.97%+14.48%
Underdogs with Cold Goalies378-25959.34%+13.29%
Underdogs with Low Shot Blocking186-12859.24%+13.09%
Favorites with Hot First Periods174-12158.98%+12.60%
Underdog Puckline vs Shot-Heavy Foes250-17458.96%+12.56%
Underdogs in Low-Scoring Spots110-7758.82%+12.30%
Underdogs in Low-Scoring Trends108-7758.38%+11.45%
Underdog Puckline in Low-Pace Matchups422-30558.05%+10.82%
Underdog Puckline with Late Pressure647-47257.82%+10.38%
Favorites with Weak Power Plays123-9057.75%+10.24%
Underdogs vs Erratic Defense744-55157.45%+9.68%
Underdogs with Stable Defense266-19757.45%+9.68%
Puckline Late-Surge Grinders635-47457.26%+9.31%
Underdogs in Low-Scoring Rivalries286-21557.09%+8.98%
Underdog Puckline with Steady Defense188-14356.80%+8.43%
Underdog Puckline With Shot Blockers179-13956.29%+7.46%
Underdog Puckline with Offense330-25756.22%+7.33%
Puckline with Volatile Defense161-12656.10%+7.10%
Underdogs with Weak Rosters in Balanced Referee Games627-51554.90%+4.82%
Underdog Puckline with Low Defense269-22154.90%+4.81%

How We Track NHL ATS Systems

Each system in this cluster is an ML-discovered betting rule tested against historical NHL games. Systems earn a spot when they show a statistically meaningful edge over the closing line. The combined 9350-6590 record across 38 systems represents a profitable long-term result — every pick is graded against the closing line, so CLV and ROI reflect bet-able reality, not back-tested fantasy.

Frequently Asked Questions

How many NHL ATS betting systems are tracked?

Trendline currently tracks 38 NHL ATS systems with a combined 9350-6590 record (58.66% hit rate) across 15940 graded picks. Each system is an ML-discovered rule tested against historical games and live-tracked going forward.

Which NHL ATS system has the highest ROI?

"Underdog Puckline vs Low-Scoring Foes" currently leads all tracked NHL ATS systems at +29.61% ROI on a 74-35 record. ROI reflects performance against the closing line at $100 flat stakes — not a back-tested figure.

How do NHL ATS systems get graded against the closing line?

Every qualifying pick is settled against the sharpest closing price. Closing line value (CLV) measures whether the pick's original number beat the market's final number. Consistent positive CLV over 50+ picks is the single strongest indicator of long-term profitability.

What sample size is meaningful for a NHL ATS betting system?

15-20 picks is the floor for statistical signal, and 50+ picks is where a real edge typically separates from variance. Short-sample systems can look exceptional or terrible purely by luck — sample size matters more than any one headline number.

See Also in NHL

System records generated from proprietary ML analysis. Every record is graded against actual closing lines.

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

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NHL ATS System Records | Trendline Labs