Taylor Swift 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

Not by the default All-Time score: Taylor Swift leads by 4.7 points. The result is still open to argument: inspect the full breakdown, move the weights and see whether it survives your version of greatness.

Test the verdict

Biggest category edge

Catalog

Taylor Swift

owns a 10.0-point edge here

10.0

Change an available score part to test whether Adele can flip this result.

Adele

Classification under review

Scoring result88.1

Wins 0 of 6 active categories

Current margin

4.7

Taylor Swift leads this version.

Current leader

Taylor Swift

Classification under review

Scoring result92.8

Wins 6 of 6 active categories

The verdict

Taylor Swift wins this scorecard.

The edge is 4.7 points in All-Time Ranking. Adele still has category wins worth arguing below.

The strongest weighted drivers for Taylor Swift are Catalog (10.0 raw gap at 15% weight) and Peak (6.0 raw gap at 15% weight). 2 zero-weight context lenses are outside this verdict.

All-time list

MGI model 3.3.0July 2026 · MGI v3.3 archive6 factors counted2 context lenses

Commercial, Live are outside this verdict. Unavailable values stay N/A and are never treated as zero.

No single slider can overturn this result inside the current range.

Verdict logicWhy this verdict: Taylor SwiftAll-time list: Public attention, Influence, Peak · 4.7 pts from Adele

All-time listNot counted here: Commercial + LiveUnavailable: Commercial + Live

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 4.7 points from Adele 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

Public attention20.3% of this score

Public attention score94.0

Provisional evidenceDerived evidence · 1/5 fieldsModel confidence highWeight 20

Provisional score retained from the published edition. Supporting narrative is withheld while classification and source context are reviewed.

Influence19.4% of this score

Influence score90.0

Provisional evidenceEditorial judgment · 1/5 fieldsModel confidence highWeight 20

Provisional score retained from the published edition. Supporting narrative is withheld while classification and source context are reviewed.

Peak16% of this score

Peak score99.0

Provisional evidenceEditorial judgment · 1/5 fieldsModel confidence highWeight 15

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 Adele.

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

Catalog+1.5 pts

10.0 raw gap × 15% weight · edge to Taylor Swift

Peak+0.9 pts

6.0 raw gap × 15% weight · edge to Taylor Swift

Public attention+0.8 pts

4.0 raw gap × 20% weight · edge to Taylor Swift

Active score parts

What decides this verdict

0-6

CatalogDepth, spread and durability of the catalog.

Adele84.0

Taylor Swift94.0

PeakHow dominant the strongest era felt relative to peers.

Adele93.0

Taylor Swift99.0

CurrentShort-window current-interest context derived from a dated Wikimedia Pageviews observation; it is not listening, sales or artistic quality.

Adele89.0

Taylor Swift94.0

Public attentionLong-horizon editorial cultural-footprint judgment. The frozen v3.3 compatibility score historically used a retired short-window Wikimedia Pageviews proxy; it remains provisional until replaced in a reviewed edition.

Adele90.0

Taylor Swift94.0

InfluenceCurated cultural and peer influence tier.

Adele88.0

Taylor Swift90.0

LongevityActive years, persistence and legacy after the first peak.

Adele84.0

Taylor Swift86.0

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.

CommercialCommercial tier, sales evidence, certifications and scale.Not comparable

AdeleN/A

Taylor SwiftN/A

LiveLive/touring reputation and durable concert draw.Not comparable

AdeleN/A

Taylor SwiftN/A

Change the rules

All-Time

Active edge

Taylor Swift

Margin

4.7 pts

Commercial and live controls stay disabled until both artists have reviewed, observation-based evidence. Missing evidence never becomes a zero score.

Fine tune

Score parts

Total100%

Move one score part and the unlocked remainder will rebalance to 100%.

01CommercialCommercial tier, sales evidence, certifications and scale.Unavailable · Unavailable until every selected artist has a reviewed, observation-based estimate record.

02Public attentionLong-horizon editorial cultural-footprint judgment. The frozen v3.3 compatibility score historically used a retired short-window Wikimedia Pageviews proxy; it remains provisional until replaced in a reviewed edition.

03InfluenceCurated cultural and peer influence tier.

04LiveLive/touring reputation and durable concert draw.Unavailable · Unavailable until every selected artist has a reviewed, observation-based estimate record.

05LongevityActive years, persistence and legacy after the first peak.

06CatalogDepth, spread and durability of the catalog.

07CurrentShort-window current-interest context derived from a dated Wikimedia Pageviews observation; it is not listening, sales or artistic quality.

08PeakHow dominant the strongest era felt relative to peers.

Keep arguing

Best next moves

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Broader context

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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

Adele

Open the ranking score and evidence status for this artist.

FAQ

Adele vs Taylor Swift questions

Adele or Taylor Swift: who leads the All-Time score?

Not by the default All-Time score: Taylor Swift leads by 4.7 points. The published score is 88.1 vs 92.8; unavailable values remain N/A and are never scored as zero.

What is the biggest active category edge in Adele vs Taylor Swift?

Catalog is the biggest available active edge, with a 10.0-point gap for Taylor Swift.

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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