Women's Tennis

Women's singles, Open Era (1968–). Minimum 5 Grand Slam singles titles. Data as of September 2026.

The Machine

Achievement 35%Dominance 25%Peak 20%Longevity 20%
#AthletePillarsRank rangeGOAT score
1Steffi Graf1982–1999
stable91.5
2Serena Williams1995–2022
2–383.8
3Martina Navratilova1975–1994
2–381.5
4Chris Evert1972–1989
stable72.9
5Monica Seles1989–2003
stable49.5
6Justine Henin1999–2011
stable38.2
7Iga Świątek2016–present
7–835.1
8Venus Williams1994–present
7–833.7

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What the AIs say

#AthleteClaudeChatGPTGeminiGrokImpactCharacterMachine
1Serena Williams121110.08.8#2
2Steffi Graf21328.88.8#1
3Martina Navratilova33239.59.0#3
4Chris Evert44448.39.5#4
5Monica Seles55558.08.3#5
6Justine Henin—67—7.58.0#6
7Venus Williams—86—8.59.0#8
8Iga Świątek—78—7.58.5#7

Panel ballots are the AI models’ own views, published word for word. They aren’t goat’s opinions and can contain errors.

Moments

How this category is measured

IndicatorPillarNotes
Grand Slam titlesAchievement—
Weeks at No. 1Dominance—
Year-end No. 1 finishesDominance—
Career match win %DominanceFloor 50% scores 0.
Most Slams in one seasonPeak—
Seasons from first to last SlamLongevity—
Career singles titlesLongevity—