Head-to-head / all-time score

KAT-TUNversusTXT

Q: Who has the Main Ranking edge in KAT-TUN vs TXT?

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

Q: Can the result change?

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

Q: Is the comparison an official ranking?

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

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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Tune the live scorecard, then share the exact scoring and result from the verdict panel.

KAT-TUNClassification under review

All-Time reference

KAT-TUN

The live shared verdict is below.

TXTClassification under review

Current leader

KAT-TUN

Classification under review

Scoring result74.20

Wins 1 of 6 active categories · 3 level

Current margin

<0.1

KAT-TUN leads this version.

Unrounded model edge · extra score precision shown

TXT

Classification under review

Scoring result74.15

Wins 2 of 6 active categories · 3 level

The verdict

KAT-TUN wins this scorecard.

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

The strongest weighted drivers for KAT-TUN are Public attention (16.0 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 KAT-TUN. Changing Current from 15.0% to 15.3% flips the lead to TXT; all other unlocked weights are rebalanced proportionally to keep the total at 100%.

Verdict logicWhy this verdict: KAT-TUNAll-time list: Public attention, Influence, Peak · <0.1 pts from TXT

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

KAT-TUN 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.

KAT-TUN sits <0.1 points from TXT in this scorecard; the next move would most likely come through Catalog and Current. Commercial and Live remain unavailable until reviewed evidence exists; this verdict is not recalculated with hidden replacement values.

What helps

Public attention24.8% of this score

Public attention score92.0

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 score72.0

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.

Peak14.6% of this score

Peak score72.0

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

Catalog and Current are the softest scoring factors; movement there matters most near TXT.

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+3.2 pts

16.0 raw gap × 20% weight · edge to KAT-TUN

Current+2.4 pts

16.0 raw gap × 15% weight · edge to TXT

Peak+0.8 pts

5.0 raw gap × 15% weight · edge to TXT

Active score parts

What decides this verdict

1-2 · 3 level

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

KAT-TUN68.0

TXT84.0

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.

KAT-TUN92.0

TXT76.0

PeakHow dominant the strongest era felt relative to peers.

KAT-TUN72.0

TXT77.0

CatalogDepth, spread and durability of the catalog.Level

KAT-TUN68.0

TXT68.0

InfluenceCurated cultural and peer influence tier.Level

KAT-TUN72.0

TXT72.0

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

KAT-TUN68.0

TXT68.0

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

KAT-TUNN/A

TXTN/A

LiveLive/touring reputation and durable concert draw.Not comparable

KAT-TUNN/A

TXTN/A

Change the rules

All-Time

Active edge

KAT-TUN

Margin

<0.1 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

KAT-TUN vs TXT

Checking the shared formula before publishing the interactive verdict.

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Broader context

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How it works

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Data policy

Data Sources & Guardrails

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Artist profile

KAT-TUN

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Artist profile

TXT

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FAQ

KAT-TUN vs TXT questions

Who has the Main Ranking edge in KAT-TUN vs TXT?

The Music GOAT Index Main Ranking gives KAT-TUN 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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