ATS

NHL ATS System Records

Name: NHL ATS System Records
Creator: Trendline Labs
Published: 2025-09-01
License: https://trendlinelabs.ai/terms

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

COMBINED RECORD

9350-6590

HIT RATE

58.66%

AVG ROI

+14.13%

Top NHL ATS Systems by ROI

System	Record	Hit Rate	ROI
Underdog Puckline vs Low-Scoring Foes	74-35	67.89%	+29.61%
Puckline vs Volatile Defense	66-36	64.71%	+23.53%
Underdogs with Hot Shot Metrics	148-82	64.35%	+22.85%
Puckline vs Volatile Defense	170-100	62.96%	+20.20%
Underdogs with Moderate Blocking	119-70	62.96%	+20.20%
Favorites with Hot Shot Starts	138-82	62.73%	+19.75%
High-Shift Dogs vs Volatile Defense	166-100	62.41%	+19.14%
Favorites with High Shot Volume	122-75	61.93%	+18.23%
Puckline Dogs with Steady Offense	270-166	61.93%	+18.22%
Heavy Favorites on the Puck Line	63-39	61.76%	+17.91%
Favorites with High Shot Volume	131-82	61.50%	+17.41%
Heavy Favorites with Shot Volume	131-82	61.50%	+17.41%
Underdog Puckline vs Familiar Foes	137-87	61.16%	+16.76%
Moderate Shot Volume Underdogs	75-48	60.98%	+16.41%
Underdog Puckline with Physical Defense	290-189	60.54%	+15.58%
Favorites with Hot 2nd Period Shot	161-106	60.30%	+15.12%
Heavy Favorites with 2nd Period Shots	161-106	60.30%	+15.12%
Underdogs vs Volatile Defenses	475-317	59.97%	+14.50%
Underdog Puckline with Weak Goaltending	370-247	59.97%	+14.48%
Underdogs with Cold Goalies	378-259	59.34%	+13.29%
Underdogs with Low Shot Blocking	186-128	59.24%	+13.09%
Favorites with Hot First Periods	174-121	58.98%	+12.60%
Underdog Puckline vs Shot-Heavy Foes	250-174	58.96%	+12.56%
Underdogs in Low-Scoring Spots	110-77	58.82%	+12.30%
Underdogs in Low-Scoring Trends	108-77	58.38%	+11.45%
Underdog Puckline in Low-Pace Matchups	422-305	58.05%	+10.82%
Underdog Puckline with Late Pressure	647-472	57.82%	+10.38%
Favorites with Weak Power Plays	123-90	57.75%	+10.24%
Underdogs vs Erratic Defense	744-551	57.45%	+9.68%
Underdogs with Stable Defense	266-197	57.45%	+9.68%
Puckline Late-Surge Grinders	635-474	57.26%	+9.31%
Underdogs in Low-Scoring Rivalries	286-215	57.09%	+8.98%
Underdog Puckline with Steady Defense	188-143	56.80%	+8.43%
Underdog Puckline With Shot Blockers	179-139	56.29%	+7.46%
Underdog Puckline with Offense	330-257	56.22%	+7.33%
Puckline with Volatile Defense	161-126	56.10%	+7.10%
Underdogs with Weak Rosters in Balanced Referee Games	627-515	54.90%	+4.82%
Underdog Puckline with Low Defense	269-221	54.90%	+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.

NHL ATS Team Records

Browse every NHL team's ats record, ranked by cover rate.

Philadelphia Flyers

45-22 · 67.2%

Boston Bruins

45-24 · 65.2%

Seattle Kraken

42-25 · 62.7%

Chicago Blackhawks

41-26 · 61.2%

St. Louis Blues

41-26 · 61.2%

Pittsburgh Penguins

40-28 · 58.8%

Washington Capitals

40-28 · 58.8%

Nashville Predators

38-27 · 58.5%

San Jose Sharks

38-28 · 57.6%

New York Rangers

#10

39-30 · 56.5%

Buffalo Sabres

#11

37-31 · 54.4%

Calgary Flames

#12

36-31 · 53.7%

Colorado Avalanche

#13

34-32 · 51.5%

Montreal Canadiens

#14

34-33 · 50.8%

Columbus Blue Jackets

#15

35-34 · 50.7%

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.

Top NHL ATS Systems by ROI

How We Track NHL ATS Systems

NHL ATS Team Records

Frequently Asked Questions

See Also in NHL