Data Recap · Episode 06
International Panel

Dark Chocolate Cherry Crunch Cookie

Same four recipes as Episode 5. New room: an adult ESL class with 11 tasters from nine or more countries. Emily won the room. Claude won the math. And the results shifted when the two American tasters were removed.

Tasters11
Countries9+
Composite WinnerClaude
Room WinnerEmily
Intl. WinnerChatGPT

The Scoreboard

Claude led on every score metric — smell, taste, and composite. Gemini and ChatGPT tied on texture. Smell and texture reflect 9 and 8 tasters respectively; three tasters left those sections blank. Taste and composite reflect all 11.

Claude — The Maximalist
Emily — The Contender
Gemini — The Balanced
ChatGPT — The Simpleton

Average scores by criterion

11 tasters · scored 1–10 on Taste, Texture, and Smell · Smell n=9 · Texture n=8 · Taste n=11

Full results

CookieSmell (n=9)Texture (n=8)Taste (n=11)Composite
Claude (A)8.177.817.237.53
ChatGPT (D)7.177.946.957.32
Gemini (C)7.177.946.236.83
Emily (B)6.286.816.776.62

Borda Count

Rank 1 = 4 pts, rank 2 = 3 pts, rank 3 = 2 pts, rank 4 = 1 pt. Maximum possible: 44 pts (11 tasters × 4). The room winner and the composite leader are different cookies — for the second episode running.

Emily (Room)
33
pts · 1st
Claude
30
pts · 2nd (tie)
ChatGPT
30
pts · 2nd (tie)
Gemini
17
pts · 4th

Borda points — all 11 tasters

Max 44 pts

The Claude Paradox, again. Claude led every score metric and finished tied for second in Borda. Five tasters ranked Emily first. Three ranked Claude first. Three ranked ChatGPT first. Zero ranked Gemini first. High scores and high preference are not the same thing, and this panel made that distinction clearly.

International vs. Domestic

Two of the 11 tasters were American. Remove them and the podium reshuffles entirely. ChatGPT leads internationally. Emily's win depends significantly on the US tasters, both of whom ranked her first.

All 11 tasters · max 44 pts
Emily33 pts · 1st
75%
Claude30 pts · 2nd (tie)
68%
ChatGPT30 pts · 2nd (tie)
68%
Gemini17 pts · 4th
39%
International only (n=9) · max 36 pts
ChatGPT26 pts · 1st
72%
Emily25 pts · 2nd
69%
Claude24 pts · 3rd
67%
Gemini15 pts · 4th
42%

Bars show points as % of maximum possible — normalizes across different panel sizes. T8 (did not report country) counted as international; confirmed non-US.

Per-Taster Rankings

Rank 1 = favorite. Gemini received zero first-place votes and finished last eight out of eleven times.

#OriginAgeGender Claude (A) Emily (B) Gemini (C) ChatGPT (D)
T1Peru51F2431
T2Taiwan55F1342
T3Burundi33F3142
T4Venezuela24F1324
T5Turkey21M1342
T6Ukraine38F4132
T7Russia40F3241
T8Did not report34F2134
T9Japan40F4231
T10USA (teacher)74F2143
T11USA (volunteer)46F2143

Would You Eat It Again?

Claude led the want-again metric for the second episode running — while not winning the room in either. People kept reaching for it even when they didn’t rank it first.

Yes responses out of 11 tasters

Flavor Language

Claude read as dark chocolate and salt, consistently across countries and first languages. Emily landed somewhere more complicated. Gemini and ChatGPT both produced legible reads.

Taster Claude (A) Emily (B) Gemini (C) ChatGPT (D)
Perucacaovanillachocolatevanilla & chocolate
Taiwanchocolatei don’t knowcocoanutty flavor
Burundichocolatechocolate vanillachocolate saltchocolate
Venezuelachocolatecaramelwinedried fruits
Turkeydark chocolate and saltymilk chocolatecookiesweet
Ukrainechocolatelittle sour, healthychocolate sugarchocolate nut
Russiachocolate saltsalt vanillachocolate sugarchocolate
Did not reportchocolatevanilla saltchocolatechocolate vanilla
Japansaltdried fruitalcohol?chocolate
USAnot particularly distinctivechocolate mixed w/ raisinschocolate – not strongcouldn’t detect a distinctive flavor
USAcraisinsoatysaltnuts

Two tasters independently noted a wine or alcohol quality in Gemini’s cookie. The same observation came up in Episode 5 with a completely different panel. There’s no wine in the recipe — the likely source is the cacao nibs, which have a naturally fermented quality. It’s in the ingredient, not the formula.

Episode 5 vs. Episode 6

Every composite score dropped from Episode 5 to Episode 6. The international panel scored everything lower on average. But the relative order held: Claude led both rooms on composite, ChatGPT second, Gemini third, Emily fourth.

Composite score comparison

Episode 5: 24 tasters (neighborhood) · Episode 6: 11 tasters (ESL class, 9+ countries)

CookieEp5 Composite (n=24)Ep6 Composite (n=11)Change
Claude (A)7.947.53−0.41
ChatGPT (D)7.827.32−0.50
Gemini (C)7.126.83−0.29
Emily (B)7.096.62−0.47

Who Tasted

Tasters
11
Countries
9+
Avg Age
42.4
International
9/11
#OriginAgeGender1st Place
T1Peru51FChatGPT
T2Taiwan55FClaude
T3Burundi33FEmily
T4Venezuela24FClaude
T5Turkey21MClaude
T6Ukraine38FEmily
T7Russia40FChatGPT
T8Did not report34FEmily
T9Japan40FChatGPT
T10USA (teacher)74FEmily
T11USA (volunteer)46FEmily

All Four Recipes

Every recipe is available on the site exactly as the AI generated it — no edits, no adjustments.

Claude’s Recipe Emily’s Recipe Gemini’s Recipe ChatGPT’s Recipe