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Ice Hockey · Centre · Canada

Frank McGee

1903–1906 · Scored fourteen goals in one Stanley Cup game in 1905.

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Quick answer

According to GOAT Rank's current model, Frank McGee ranks #2294 globally and #130 in Ice hockey, with a GOAT Score of 76.0 (86.4 in-sport). The ranking is based on verified career data across peak, dominance, honours, statistics and longevity.

How the GOAT Score is calculated →

Sources: Hockey Hall of Fame, NHL official records, Hockey Reference · Last verified 2026-09-14 · Data confidence 86%

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Ranking model

100% titles, statistics, dominance, longevity and global competition depth.

Pure sporting data
76.0
In-sport score
86.4
Ice Hockey
Cross-sport score
76.0
Global
Cultural & brand footprint 48/100 · total legacy 71.4
Stanley Cups
4
Goals in one game
14
Career goals
135
Games played
45
Goals per game
3

Category profile

Dominance
94
Peak
98
Longevity
58
Honours
88
Statistics
94

Career timeline · Form index per season

Editorial season form index (0–100), not raw goals or points. Raw season-by-season statistics are shown only where fully verified.

SeasonForm index per seasonShare of career
190370
190499
190580
190660

Data sources

  • Hockey Hall of Fame
  • NHL official records
  • Hockey Reference

Last verified: 2026-09-14

Figures come from public records and are normalised per sport. See the methodology for category weights. Method

Why Frank McGee ranks #130 in Ice Hockey

Frank McGee ranks #130 in Ice Hockey and #2294 of 5087 across all sports. The verified GOAT Score is 86.4/100.

The verified career covers 1903–1906 and 4 documented seasons. Peak is 98/100, with Peak the strongest category at 98/100 (20% weight). Key metrics: Stanley Cups 4, Goals in one game 14, Career goals 135, Games played 45.

Nearest context: ahead Ken Dryden (86.4); behind Eddie Giacomin (86.4). Rankings update whenever verified records change.

Frank McGee GOAT Score explained

Dominance94/100 · weight 25%
Dominance: 94/100, based on the verified career record.
Peak98/100 · weight 20%
Peak: 98/100, based on the verified career record.
Longevity58/100 · weight 20%
Longevity: 58/100, based on the verified career record.
Honours88/100 · weight 20%
Honours: 88/100, based on the verified career record.
Statistics94/100 · weight 15%
Statistics: 94/100, based on the verified career record.

Frank McGee — frequently asked

Is Frank McGee the GOAT?
According to GOAT Rank's current data model, Frank McGee ranks #130 in Ice Hockey with a GOAT Score of 86.4/100, behind Wayne Gretzky (97.8).
What is Frank McGee's GOAT Score?
86.4/100, calculated from the verified career record: Dominance 94 (25%), Peak 98 (20%), Longevity 58 (20%), Honours 88 (20%), Statistics 94 (15%).
Where does Frank McGee rank all time?
#2294 of 5087 eligible athletes across all sports and #130 in Ice Hockey.
Frank McGee vs Ken Dryden: who ranks higher?
Frank McGee ranks higher at 86.4 versus Ken Dryden at 86.4, a margin of 0.0 points.

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