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MG01MusicGOAT Index

The short answer

Is Dua Lipa greater than Luther Vandross?

Not by the default All-Time score: Luther Vandross leads by 0.1 points.

Quick verdict

Not by default

Luther Vandross opens with a 0.1-point lead in the all-time score.

Dua Lipa

86.4

Luther Vandross

86.5

Dua Lipa

#197 all-time · Classification under review

All-time score86.4

Dua Lipa appears in the provisional Music GOAT Index. Ranking scores remain visible while biographical and classification details are under review.

Opening verdict

Luther Vandross

Leads by 0.1 points

Leads

Luther Vandross

#196 all-time · Classification under review

All-time score86.5

Luther Vandross 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: Luther Vandross leads by 0.1 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

Peak

Dua Lipa

owns a 8.0-point edge here

8.0

The current leader at a Peak weight of 15.0% is Luther Vandross. Changing Peak from 15.0% to 16.7% flips the lead to Dua Lipa; all other unlocked weights are rebalanced proportionally to keep the total at 100%.

Luther Vandross leads Dua Lipa by 0.1 points in All-Time Ranking.

Dua Lipa

Classification under review

Scoring result86.4

Wins 3 of 6 active categories

Current margin

0.1

Luther Vandross leads this version.

Current leader

Luther Vandross

Classification under review

Scoring result86.5

Wins 3 of 6 active categories

The verdict

Luther Vandross wins this scorecard.

The edge is 0.1 points in All-Time Ranking. Dua Lipa still has category wins worth arguing below.

The strongest weighted drivers for Luther Vandross are Public attention (7.0 raw gap at 20% 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.

The current leader at a Peak weight of 15.0% is Luther Vandross. Changing Peak from 15.0% to 16.7% flips the lead to Dua Lipa; all other unlocked weights are rebalanced proportionally to keep the total at 100%.

Verdict logicWhy this verdict: Luther VandrossAll-time list: Public attention, Influence, Current · 0.1 pts from Dua Lipa
All-time listNot counted here: Commercial + LiveUnavailable: Commercial + Live

Luther Vandross lands here because Public attention, Influence and Current do most of the work in this view. Commercial and Live are unavailable until reviewed evidence exists and cannot change this verdict.

Luther Vandross sits 0.1 points from Dua Lipa in this scorecard; the next move would most likely come through Catalog and Longevity. Commercial and Live remain unavailable until reviewed evidence exists; this verdict is not recalculated with hidden replacement values.

What helps

Public attention22.4% of this score
Public attention score97.0
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.

Influence19.9% of this score
Influence score86.0
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.

Current16.5% of this score
Current score95.0
Provisional evidenceDerived evidence · 3/6 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

Catalog and Longevity are the softest scoring factors; movement there matters most near Dua Lipa.

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

Public attention+1.4 pts

7.0 raw gap × 20% weight · edge to Luther Vandross

Peak+1.2 pts

8.0 raw gap × 15% weight · edge to Dua Lipa

Catalog+0.5 pts

3.0 raw gap × 15% weight · edge to Dua Lipa

Active score parts

What decides this verdict

3-3
PeakHow dominant the strongest era felt relative to peers.Open Dua Lipa profile
Dua Lipa90.0
Luther Vandross82.0
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.Open Luther Vandross profile
Dua Lipa90.0
Luther Vandross97.0
CatalogDepth, spread and durability of the catalog.Open Dua Lipa profile
Dua Lipa80.0
Luther Vandross77.0
CurrentShort-window current-interest context derived from a dated Wikimedia Pageviews observation; it is not listening, sales or artistic quality.Open Luther Vandross profile
Dua Lipa92.0
Luther Vandross95.0
LongevityActive years, persistence and legacy after the first peak.Open Dua Lipa profile
Dua Lipa82.0
Luther Vandross79.0
InfluenceCurated cultural and peer influence tier.Open Luther Vandross profile
Dua Lipa84.0
Luther Vandross86.0

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
Dua LipaN/A
Luther VandrossN/A
LiveLive/touring reputation and durable concert draw.Not comparable
Dua LipaN/A
Luther VandrossN/A

Keep arguing

Best next moves

FAQ

Dua Lipa vs Luther Vandross questions

Dua Lipa or Luther Vandross: who leads the All-Time score?

Not by the default All-Time score: Luther Vandross leads by 0.1 points. The published score is 86.4 vs 86.5; unavailable values remain N/A and are never scored as zero.

What is the biggest active category edge in Dua Lipa vs Luther Vandross?

Peak is the biggest available active edge, with a 8.0-point gap for Dua Lipa.

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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