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MG01MusicGOAT Index

The short answer

Is Rihanna greater than Beyoncé?

Not by the default All-Time score: Beyoncé leads by 3.6 points.

Quick verdict

Not by default

Beyoncé opens with a 3.6-point lead in the all-time score.

Rihanna

87.9

Beyoncé

91.5

Rihanna

#144 all-time · Classification under review

All-time score87.9

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

Opening verdict

Beyoncé

Leads by 3.6 points

Leads

Beyoncé

#27 all-time · Classification under review

All-time score91.5

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

Not by the default All-Time score: Beyoncé leads by 3.6 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 8.0-point edge here

8.0

The current leader at a Current weight of 15.0% is Beyoncé. Changing Current from 15.0% to 55.3% flips the lead to Rihanna; all other unlocked weights are rebalanced proportionally to keep the total at 100%.

Beyoncé leads Rihanna by 3.6 points in All-Time Ranking.

Rihanna

Classification under review

Scoring result87.9

Wins 1 of 6 active categories

Current margin

3.6

Beyoncé leads this version.

Current leader

Beyoncé

Classification under review

Scoring result91.5

Wins 5 of 6 active categories

The verdict

Beyoncé wins this scorecard.

The edge is 3.6 points in All-Time Ranking. Rihanna still has category wins worth arguing below.

The strongest weighted drivers for Beyoncé are Influence (8.0 raw gap at 20% weight) and Catalog (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.

The current leader at a Current weight of 15.0% is Beyoncé. Changing Current from 15.0% to 55.3% flips the lead to Rihanna; all other unlocked weights are rebalanced proportionally to keep the total at 100%.

Verdict logicWhy this verdict: BeyoncéAll-time list: Influence, Public attention, Peak · 3.6 pts from Rihanna
All-time listNot counted here: Commercial + LiveUnavailable: Commercial + Live

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

Beyoncé sits 3.6 points from Rihanna in this scorecard; the next move would most likely come through Current and Longevity. Commercial and Live remain unavailable until reviewed evidence exists; this verdict is not recalculated with hidden replacement values.

What helps

Influence21% of this score
Influence score96.0
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.

Public attention19.7% of this score
Public attention score90.0
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.

Peak15.7% of this score
Peak score96.0
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

Current and Longevity are the softest scoring factors; movement there matters most near Rihanna.

More checking on Influence, Public attention 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

Influence+1.6 pts

8.0 raw gap × 20% weight · edge to Beyoncé

Catalog+0.9 pts

6.0 raw gap × 15% weight · edge to Beyoncé

Peak+0.9 pts

6.0 raw gap × 15% weight · edge to Beyoncé

Active score parts

What decides this verdict

1-5
InfluenceCurated cultural and peer influence tier.Open Beyoncé profile
Rihanna88.0
Beyoncé96.0
CatalogDepth, spread and durability of the catalog.Open Beyoncé profile
Rihanna84.0
Beyoncé90.0
PeakHow dominant the strongest era felt relative to peers.Open Beyoncé profile
Rihanna90.0
Beyoncé96.0
CurrentShort-window current-interest context derived from a dated Wikimedia Pageviews observation; it is not listening, sales or artistic quality.Open Rihanna profile
Rihanna92.0
Beyoncé88.0
LongevityActive years, persistence and legacy after the first peak.Open Beyoncé profile
Rihanna84.0
Beyoncé88.0
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 Beyoncé profile
Rihanna89.0
Beyoncé90.0

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
RihannaN/A
BeyoncéN/A
LiveLive/touring reputation and durable concert draw.Not comparable
RihannaN/A
BeyoncéN/A

Keep arguing

Best next moves

FAQ

Rihanna vs Beyoncé questions

Rihanna or Beyoncé: who leads the All-Time score?

Not by the default All-Time score: Beyoncé leads by 3.6 points. The published score is 87.9 vs 91.5; unavailable values remain N/A and are never scored as zero.

What is the biggest active category edge in Rihanna vs Beyoncé?

Influence is the biggest available active edge, with a 8.0-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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