Head-to-head / all-time score

MalumaversusToots and the Maytals

Put both careers on the same scorecard, inspect the biggest category gaps and change what counts before you make the call.

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MalumaClassification under review

All-Time reference

Maluma

The live shared verdict is below.

Toots and the MaytalsClassification under review

Current leader

Maluma

Classification under review

Scoring result80.4

Wins 4 of 6 active categories

Current margin

0.2

Maluma leads this version.

Toots and the Maytals

Classification under review

Scoring result80.2

Wins 2 of 6 active categories

The verdict

Maluma wins this scorecard.

The edge is 0.2 points in All-Time Ranking. Toots and the Maytals still has category wins worth arguing below.

The strongest weighted drivers for Maluma are Influence (8.0 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 Current weight of 15.0% is Maluma. Changing Current from 15.0% to 16.1% flips the lead to Toots and the Maytals; all other unlocked weights are rebalanced proportionally to keep the total at 100%.

Verdict logicWhy this verdict: MalumaAll-time list: Public attention, Influence, Current · 0.2 pts from Toots and the Maytals

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

Maluma 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.

Maluma sits 0.2 points from Toots and the Maytals 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 attention21.1% of this score

Public attention score85.0

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 score80.0

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.

Current15.7% of this score

Current score84.0

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 Toots and the Maytals.

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+2.6 pts

13.0 raw gap × 20% weight · edge to Toots and the Maytals

Current+2.3 pts

15.0 raw gap × 15% weight · edge to Toots and the Maytals

Influence+1.6 pts

8.0 raw gap × 20% weight · edge to Maluma

Active score parts

What decides this verdict

4-2

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

Maluma84.0

Toots and the Maytals99.0

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.

Maluma85.0

Toots and the Maytals98.0

CatalogDepth, spread and durability of the catalog.

Maluma76.0

Toots and the Maytals68.0

InfluenceCurated cultural and peer influence tier.

Maluma80.0

Toots and the Maytals72.0

PeakHow dominant the strongest era felt relative to peers.

Maluma80.0

Toots and the Maytals72.0

LongevityActive years, persistence and legacy after the first peak.

Maluma76.0

Toots and the Maytals69.0

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

MalumaN/A

Toots and the MaytalsN/A

LiveLive/touring reputation and durable concert draw.Not comparable

MalumaN/A

Toots and the MaytalsN/A

Change the rules

All-Time

Active edge

Maluma

Margin

0.2 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.

Preparing the scorecard

Maluma vs Toots and the Maytals

Checking the shared formula before publishing the interactive verdict.

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FAQ

Maluma vs Toots and the Maytals questions

Who has the Main Ranking edge in Maluma vs Toots and the Maytals?

The Music GOAT Index Main Ranking gives Maluma the edge, but the sliders let you test other assumptions.

Can the result change?

Yes. Compare pages include scoring sliders and crossover insights so a different weighting can change the verdict.

Is the comparison an official ranking?

No. It is an independent entertainment ranking designed for transparent music debate.

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