4 AI models · 8 ranked · updated this weekPreview data
Best Ramen in NYC, according to AI (2026).
There is no single answer — the models crown 2 different leaders this week. Totto Ramen holds the consensus #1 at a score of 88, but the model-by-model record below shows a genuinely contested category.
This guide is built from the recorded answers of ChatGPT, Claude, Gemini, Perplexity to the real questions buyers ask about best ramen in nyc — 640 of them this period, covering 8 places. We report what the models said, in the order they said it. Nobody paid to be here, and we don't add opinions of our own.
Prefer the raw board? See the full model-by-model ranking — every rank, every score, every week.
The ranked list
Totto Ramen holds the consensus #1 at a score of 88, with ChatGPT and Claude and Perplexity placing it first outright.
It slipped 2 positions at this week's close.
GPT#1Claude#1Gemini#2PPLX#1Gemini places Ippudo NY at #1, even though it sits at #2 on consensus — a genuine split in the record.
It slipped 2 positions at this week's close.
GPT#2Claude#2Gemini#1PPLX#2Ichiran ranks #3 on consensus with a score of 79, scoring best on Claude (#3).
It climbed 1 position at this week's close.
GPT#4Claude#3Gemini#3PPLX#3Momofuku Noodle Bar ranks #4 on consensus with a score of 73, scoring best on Claude (#4).
GPT#5Claude#4Gemini#4PPLX#4Nakamura ranks #5 on consensus with a score of 71, scoring best on ChatGPT (#3).
It climbed 3 positions at this week's close.
GPT#3Claude#5Gemini#5PPLX#5Minca ranks #6 on consensus with a score of 66, scoring best on ChatGPT (#6).
Every model places it at exactly #6 — full agreement, just not at the top.
It climbed 1 position at this week's close.
GPT#6Claude#6Gemini#6PPLX#6Mu Ramen ranks #7 on consensus with a score of 57, scoring best on ChatGPT (#7).
It slipped 2 positions at this week's close.
GPT#7Claude#7Gemini#8PPLX#8E.A.K. Ramen ranks #8 on consensus with a score of 51, scoring best on Gemini (#7).
It climbed 2 positions at this week's close.
GPT#8Claude#8Gemini#7PPLX#7
During the preview period, the rankings shown are simulated sample data while our measurement pipeline comes online. The format, scoring, and methodology are final — the numbers become live once the crawl begins.
Questions people ask.
What is the best best ramen in nyc according to AI?
Totto Ramen holds the consensus #1 this week with a score of 88 out of 100, ahead of Ippudo NY. The models don't fully agree: 2 different brands are crowned #1 across the four models.
Which best ramen in nyc does ChatGPT recommend first?
ChatGPT currently places Totto Ramen at #1 for best ramen in nyc, per this week's recorded answers.
Which best ramen in nyc does Claude recommend first?
Claude currently places Totto Ramen at #1 for best ramen in nyc, per this week's recorded answers.
How are these rankings measured?
We ask each model the same buying questions every week — 640 queries this period — record the full answers, and score each named brand 0–100 by how early and how consistently it appears. Each model is scored independently; the consensus blends all 4. During the preview period the numbers shown are simulated sample data while the measurement pipeline comes online.
Do the AI models agree with each other?
Not fully. The four models crown 2 different #1s this week, and several brands carry wide spreads — the gap between their best and worst model rank. That disagreement is a finding, not noise: different models read different sources.
This is the guide. The record has more.
The full ranking shows every model’s column side by side, 12 weeks of movement, and the methodology behind every number.