The short answer
Is Taylor Swift greater than Beyoncé?
Yes: Taylor Swift leads by 1.3 points.
Quick verdict
Yes
Taylor Swift opens with a 1.3-point lead in the all-time score.
Taylor Swift
92.8
Beyoncé
91.5
Taylor Swift
#21 all-time · Classification under review
Taylor Swift appears in the provisional Music GOAT Index. Ranking scores remain visible while biographical and classification details are under review.
Opening verdict
Taylor Swift
Leads by 1.3 points
Beyoncé
#27 all-time · Classification under review
Beyoncé appears in the provisional Music GOAT Index. Ranking scores remain visible while biographical and classification details are under review.
The plain case
Why the answer lands here
Yes: Taylor Swift leads by 1.3 points. The result is still open to argument: inspect the full breakdown, move the weights and see whether it survives your version of greatness.
Biggest category edge
Influence
Beyoncé
owns a 6.0-point edge here
The current leader at a Influence weight of 20.0% is Taylor Swift. Changing Influence from 20.0% to 33.9% flips the lead to Beyoncé; all other unlocked weights are rebalanced proportionally to keep the total at 100%.
Taylor Swift leads Beyoncé by 1.3 points in All-Time Ranking.
Taylor Swift
Classification under review
Wins 4 of 6 active categories
Current margin
1.3
Taylor Swift leads this version.
Beyoncé
Classification under review
Wins 2 of 6 active categories
The verdict
Taylor Swift wins this scorecard.
The edge is 1.3 points in All-Time Ranking. Beyoncé still has category wins worth arguing below.
The strongest weighted drivers for Taylor Swift are Current (6.0 raw gap at 15% weight) and Public attention (4.0 raw gap at 20% weight). 2 zero-weight context lenses are outside this verdict.
Commercial, Live are outside this verdict. Unavailable values stay N/A and are never treated as zero.
The current leader at a Influence weight of 20.0% is Taylor Swift. Changing Influence from 20.0% to 33.9% flips the lead to Beyoncé; all other unlocked weights are rebalanced proportionally to keep the total at 100%.
Verdict logicWhy this verdict: Taylor SwiftAll-time list: Public attention, Influence, Peak · 1.3 pts from Beyoncé
Taylor Swift lands here because Public attention, Influence and Peak do most of the work in this view. Commercial and Live are unavailable until reviewed evidence exists and cannot change this verdict.
Taylor Swift sits 1.3 points from Beyoncé in this scorecard; the next move would most likely come through Longevity and Influence. Commercial and Live remain unavailable until reviewed evidence exists; this verdict is not recalculated with hidden replacement values.
What helps
Provisional score retained from the published edition. Supporting narrative is withheld while classification and source context are reviewed.
Provisional score retained from the published edition. Supporting narrative is withheld while classification and source context are reviewed.
Provisional score retained from the published edition. Supporting narrative is withheld while classification and source context are reviewed.
What could move it
Longevity and Influence are the softest scoring factors; movement there matters most near Beyoncé.
More checking on Public attention, Influence and Peak would improve confidence before it changes the public score.
Commercial and Live remain unavailable until reviewed observation records pass; no alternate rank is published.
What decided it
The strongest weighted gaps
6.0 raw gap × 20% weight · edge to Beyoncé
6.0 raw gap × 15% weight · edge to Taylor Swift
4.0 raw gap × 20% weight · edge to Taylor Swift
Active score parts
What decides this verdict
Context only · zero weight
Useful context, outside this verdict
These gaps are visible for the debate, but they do not count until you raise their sliders or choose another view.
Keep arguing
Best next moves
Debate game
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Broader context
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Custom scoring
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How it works
How the GOAT Score Works
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Artist profile
Taylor Swift
Open the ranking score and evidence status for this artist.
Data policy
Data Sources & Guardrails
Check which source types feed Main Ranking, Sales & Touring and review gates.
Artist profile
Beyoncé
Open the ranking score and evidence status for this artist.
FAQ
Taylor Swift vs Beyoncé questions
Taylor Swift or Beyoncé: who leads the All-Time score?
Yes: Taylor Swift leads by 1.3 points. The published score is 92.8 vs 91.5; unavailable values remain N/A and are never scored as zero.
What is the biggest active category edge in Taylor Swift vs Beyoncé?
Influence is the biggest available active edge, with a 6.0-point gap for Beyoncé.
Can the answer change?
Yes, when you change available score parts. A formula that gives positive weight to unavailable Commercial or Live evidence is rejected rather than silently rewritten.
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