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MG01MusicGOAT Index

The short answer

Is Billie Holiday greater than Diana Ross?

Yes: Billie Holiday leads by 0.2 points.

Quick verdict

Yes

Billie Holiday opens with a 0.2-point lead in the all-time score.

Billie Holiday

90.2

Diana Ross

90.0

Leads

Billie Holiday

#45 all-time · Classification under review

All-time score90.2

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

Opening verdict

Billie Holiday

Leads by 0.2 points

Diana Ross

#49 all-time · Classification under review

All-time score90.0

Diana Ross 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: Billie Holiday leads by 0.2 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

Current

Diana Ross

owns a 10.0-point edge here

10.0

The current leader at a Current weight of 15.0% is Billie Holiday. Changing Current from 15.0% to 16.3% flips the lead to Diana Ross; all other unlocked weights are rebalanced proportionally to keep the total at 100%.

Billie Holiday leads Diana Ross by 0.2 points in All-Time Ranking.

Current leader

Billie Holiday

Classification under review

Scoring result90.2

Wins 4 of 6 active categories · 1 level

Current margin

0.2

Billie Holiday leads this version.

Diana Ross

Classification under review

Scoring result90.0

Wins 1 of 6 active categories · 1 level

The verdict

Billie Holiday wins this scorecard.

The edge is 0.2 points in All-Time Ranking. Diana Ross still has category wins worth arguing below.

The strongest weighted drivers for Billie Holiday are Catalog (4.0 raw gap at 15% weight) and Longevity (3.0 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.

The current leader at a Current weight of 15.0% is Billie Holiday. Changing Current from 15.0% to 16.3% flips the lead to Diana Ross; all other unlocked weights are rebalanced proportionally to keep the total at 100%.

Verdict logicWhy this verdict: Billie HolidayAll-time list: Public attention, Influence, Current · 0.2 pts from Diana Ross
All-time listNot counted here: Commercial + LiveUnavailable: Commercial + Live

Billie Holiday 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.

Billie Holiday sits 0.2 points from Diana Ross in this scorecard; the next move would most likely come through Peak and Catalog. Commercial and Live remain unavailable until reviewed evidence exists; this verdict is not recalculated with hidden replacement values.

What helps

Public attention21.3% of this score
Public attention score96.0
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.

Influence20% 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.

Current15% of this score
Current score90.0
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

Peak and Catalog are the softest scoring factors; movement there matters most near Diana Ross.

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

Current+1.5 pts

10.0 raw gap × 15% weight · edge to Diana Ross

Catalog+0.6 pts

4.0 raw gap × 15% weight · edge to Billie Holiday

Longevity+0.5 pts

3.0 raw gap × 15% weight · edge to Billie Holiday

Active score parts

What decides this verdict

4-1 · 1 level
CurrentShort-window current-interest context derived from a dated Wikimedia Pageviews observation; it is not listening, sales or artistic quality.Open Diana Ross profile
Billie Holiday90.0
Diana Ross100.0
CatalogDepth, spread and durability of the catalog.Open Billie Holiday profile
Billie Holiday88.0
Diana Ross84.0
LongevityActive years, persistence and legacy after the first peak.Open Billie Holiday profile
Billie Holiday89.0
Diana Ross86.0
InfluenceCurated cultural and peer influence tier.Open Billie Holiday profile
Billie Holiday90.0
Diana Ross88.0
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 Billie Holiday profile
Billie Holiday96.0
Diana Ross95.0
PeakHow dominant the strongest era felt relative to peers.Level
Billie Holiday86.0
Diana Ross86.0

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
Billie HolidayN/A
Diana RossN/A
LiveLive/touring reputation and durable concert draw.Not comparable
Billie HolidayN/A
Diana RossN/A

Keep arguing

Best next moves

FAQ

Billie Holiday vs Diana Ross questions

Billie Holiday or Diana Ross: who leads the All-Time score?

Yes: Billie Holiday leads by 0.2 points. The published score is 90.2 vs 90.0; unavailable values remain N/A and are never scored as zero.

What is the biggest active category edge in Billie Holiday vs Diana Ross?

Current is the biggest available active edge, with a 10.0-point gap for Diana Ross.

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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