Who is better, Takahashi or Ngeny?
Naoko Takahashi leads with a GOAT score of 80.7 against 80.6 for Noah Ngeny — a gap of 0.1 points on GOAT Rank's weighted model.
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Quick answer
GOAT Rank currently ranks Naoko Takahashi above Noah Ngeny: 80.7 vs 80.6. Naoko Takahashi leads on Longevity, Honours. Noah Ngeny leads on Statistics, Dominance.
How the GOAT Score is calculated →Takahashi wins: Longevity, Honours
Ngeny wins: Dominance, Statistics
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Showing full careers. Pick a window to recalculate the selected period.
Takahashi leads in 3 of 5 weighted categories.
Cumulative output season by season — the shape of each career against the other.
| Ghost race · career day | 30 | 100 | 365 | 1000 | 1825 | 3650 |
|---|---|---|---|---|---|---|
| 🇯🇵 Takahashi | 0 | 0 | 72 | 154 | 432 | 716 |
| 🇰🇪 Ngeny | 0 | 0 | 1 | 3 | 10 | 10 |
Careers are aligned from debut; the first 5 season periods are measured against the same career window.
| Metric | TakahashiRetired | NgenyRetired |
|---|---|---|
| Olympic gold medals | 1 | 1 |
| World record marathon | 2.195 | — |
| Berlin Marathon wins | 2 | — |
| Asian Games golds | 1 | — |
| Tokyo Marathon wins | 1 | — |
| World Championship medals | — | 1 |
| World records | — | 1 |
| 1000 m world record | — | 2.12 |
| 1500 m personal best | — | 3.28 |
| Dominance w25% | 80 | 82 |
| Peak w20% | 92 | 92 |
| Longevity w20% | 70 | 66 |
| Honours w20% | 80 | 78 |
| Statistics w15% | 82 | 86 |
Naoko Takahashi leads with a GOAT score of 80.7 against 80.6 for Noah Ngeny — a gap of 0.1 points on GOAT Rank's weighted model.
Ngeny scores higher on dominance, statistics. Takahashi leads on honours, longevity.
Both are scored on peak, dominance, honours, statistics, longevity within their sport. Takahashi: 80.7, Ngeny: 80.6.
Make your case for Takahashi vs Ngeny. The scoring is published in full — if you can point at the pillar or the weight you disagree with, we read it. Read the methodology paper.