Let's Chart About That!

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Episode

Oreo includes 22 scored items from the "Gut Check" series from Good Mythical Morning.

In all charts, Rhett's data is RED, Link's data is BLUE, and combined data is PURPLE.

Episode Oreo

Items scored 22

Ranking method Raw Score

Abstract

This episode report summarizes published Gut Check scores for N = 22 items in Oreo, including rankings, score distributions, disagreement counts, and derived measures.

Dataset snapshot refreshed June 3, 2026 6:57 AM.

Methods

The selected ranking method is applied within this episode only. Rank ties are preserved. Original final rankings are reported separately from recalculated rankings shown under the selected method.

Raw score. Sum of Rhett and Link scores.

Formal notation R = S_R + S_L

Normalized score. Episode-relative placement measure.

Formal notation N = f_episode(R)

Consensus score. Normalized score with disagreement penalty.

Formal notation C = g_episode(N, |S_R - S_L|)

Results

1. Combined Results Raw Score

Table 1. Original Episode Final Ranking
Final Rank	Item	Total Score	Rhett	Link	Numeric Rank
1	Loaded	164	81	83	2
2	Double Stuf	174	86	88	1
3	Peanut Butter Flavor Creme	163	77	86	3
4	Golden Double Stuf	155	80	75	4

Table 2. Rank Drift from Original Final Ranking Raw Score
Item	Final Rank	Method Rank	Drift	Total Score	Rhett	Link
Loaded	1	2	1	164	81	83
Double Stuf	2	1	1	174	86	88
Peanut Butter Flavor Creme	3	3	0	163	77	86
Golden Double Stuf	4	4	0	155	80	75

Figure 1. Distribution of Rhett and Link scores within Oreo.

Figure 2. Distribution of combined total scores within Oreo.

Figure 3. Score distribution by ranking method after rescaling each method to a 0-100 index.

Figure 4. Rhett-Link agreement within Oreo.

Figure 5. Score range by score source within Oreo on a 0-100 scale.

Figure 6. Items with the largest absolute Rhett-Link score difference.

Score source	0	10	20	30	40	50	60	70	80
Rhett	0	0	0	1	1	2	6	8	4
Link	1	1	1	3	2	2	5	3	4
Combined	0	0	2	0	0	8	5	4	3

Figure 7. Heatmap of score bucket counts by score source.

Average Score

125

Peanut Butter Quotient*

27

The average score for a peanut butter item is 150. The average score for a non-peanut butter item is 123.

Nice! Factor**

0

Recipients: None

Figure 8. Peanut Butter Quotient by score source.

Figure 9. Nice! Factor occurrences by score source.

Table 3. Highest-Ranked Items Raw Score
Rank	Item	Total Score	Rhett	Link
1	Double Stuf	174	86	88
2	Loaded	164	81	83
3	Peanut Butter Flavor Creme	163	77	86
4	Golden Double Stuf	155	80	75
5	Mega Stuf	148	74	74
6	Classic	145	75	70
7	Post Malone	143	74	69
8	Golden	138	70	68
9	Apple Pie A La Mode	137	76	61
10	Reese's Peanut Butter Flavor Creme	136	51	85

Note. Tied scores share rank labels; tables include all items in the first ten rank groups.

Table 4. Lowest-Ranked Items Raw Score
Rank	Item	Total Score	Rhett	Link
1	Toffee Crunch Flavor Creme	55	38	17
2	Lemon Flavor Creme	58	58	0
3	Java Chip Flavor Creme	102	63	39
4	Birthday Cake Flavor Creme	105	72	33
5	Selena Gomez	108	49	59
6	Blueberry Pie	109	61	48
7	Chocolate Flavor Creme	114	62	52
8	Chocolate Covered Pretzel	116	79	37
	White Fudge Covered	116	67	49
9	Mint Flavor Creme	117	88	29
10	Fudge Covered	123	63	60

Note. Tied scores share rank labels; tables include all items in the first ten rank groups.

Table 5. Largest Score Differences
Rank	Item	Score Difference	Rhett	Link
1	Mint Flavor Creme	59	88	29
2	Lemon Flavor Creme	58	58	0
3	Chocolate Covered Pretzel	42	79	37
4	Birthday Cake Flavor Creme	39	72	33
5	Reese's Peanut Butter Flavor Creme	34	51	85
6	Java Chip Flavor Creme	24	63	39
7	Toffee Crunch Flavor Creme	21	38	17
8	White Fudge Covered	18	67	49
9	Apple Pie A La Mode	15	76	61
10	Blueberry Pie	13	61	48

Table 6. Full Combined Ranking Raw Score
Rank	Item	Total Score	Rhett	Link
1	Double Stuf	174	86	88
2	Loaded	164	81	83
3	Peanut Butter Flavor Creme	163	77	86
4	Golden Double Stuf	155	80	75
5	Mega Stuf	148	74	74
6	Classic	145	75	70
7	Post Malone	143	74	69
8	Golden	138	70	68
9	Apple Pie A La Mode	137	76	61
10	Reese's Peanut Butter Flavor Creme	136	51	85
11	Dark Chocolate Flavor Creme	126	65	61
12	Fudge Covered	123	63	60
13	Mint Flavor Creme	117	88	29
14	White Fudge Covered	116	67	49
	Chocolate Covered Pretzel	116	79	37
15	Chocolate Flavor Creme	114	62	52
16	Blueberry Pie	109	61	48
17	Selena Gomez	108	49	59
18	Birthday Cake Flavor Creme	105	72	33
19	Java Chip Flavor Creme	102	63	39
20	Lemon Flavor Creme	58	58	0
21	Toffee Crunch Flavor Creme	55	38	17

Figure 10. Counts of instances in which Rhett, Link, or neither assigned the higher score.

Table 7. Higher Score Counts
Episode	Rhett	Link	Tie
Oreo	16	5	1

Results

2. Rhett

Figure 11. Distribution of Rhett scores within Oreo.

Average Score

69

Peanut Butter Quotient*

-5

Rhett's average score for a peanut butter item is 64. Rhett's average score for a non-peanut butter item is 69.

Nice! Factor**

0

Recipients: None

Table 8. Rhett Highest-Ranked Items
Rank	Item	Score
1	Mint Flavor Creme	88
2	Double Stuf	86
3	Loaded	81
4	Golden Double Stuf	80
5	Chocolate Covered Pretzel	79
6	Peanut Butter Flavor Creme	77
7	Apple Pie A La Mode	76
8	Classic	75
9	Mega Stuf	74
	Post Malone	74
10	Birthday Cake Flavor Creme	72

Note. Tied scores share rank labels; tables include all items in the first ten rank groups.

Table 9. Rhett Lowest-Ranked Items
Rank	Item	Score
1	Toffee Crunch Flavor Creme	38
2	Selena Gomez	49
3	Reese's Peanut Butter Flavor Creme	51
4	Lemon Flavor Creme	58
5	Blueberry Pie	61
6	Chocolate Flavor Creme	62
7	Java Chip Flavor Creme	63
	Fudge Covered	63
8	Dark Chocolate Flavor Creme	65
9	White Fudge Covered	67
10	Golden	70

Note. Tied scores share rank labels; tables include all items in the first ten rank groups.

Results

3. Link

Figure 12. Distribution of Link scores within Oreo.

Average Score

57

Peanut Butter Quotient*

32

Link's average score for a peanut butter item is 86. Link's average score for a non-peanut butter item is 54.

Nice! Factor**

1

Recipients: Post Malone

Table 10. Link Highest-Ranked Items
Rank	Item	Score
1	Double Stuf	88
2	Peanut Butter Flavor Creme	86
3	Reese's Peanut Butter Flavor Creme	85
4	Loaded	83
5	Golden Double Stuf	75
6	Mega Stuf	74
7	Classic	70
8	Post Malone	69
9	Golden	68
10	Apple Pie A La Mode	61
	Dark Chocolate Flavor Creme	61

Note. Tied scores share rank labels; tables include all items in the first ten rank groups.

Table 11. Link Lowest-Ranked Items
Rank	Item	Score
1	Lemon Flavor Creme	0
2	Toffee Crunch Flavor Creme	17
3	Mint Flavor Creme	29
4	Birthday Cake Flavor Creme	33
5	Chocolate Covered Pretzel	37
6	Java Chip Flavor Creme	39
7	Blueberry Pie	48
8	White Fudge Covered	49
9	Chocolate Flavor Creme	52
10	Selena Gomez	59

Note. Tied scores share rank labels; tables include all items in the first ten rank groups.

Notes

4. Definitions and Notes

* Peanut Butter Quotient is calculated as the difference between the average score for peanut-butter-focused flavors and the average score for non-peanut-butter flavors. Flavors designated as peanut-butter-focused in this episode are: Peanut Butter Flavor Creme, Reese's Peanut Butter Flavor Creme

Formal notation PBQ = x̄_PB - x̄_non-PB

** Nice! Factor is the number of times a score of 69 appears.

Formal notation NF = Σ 1(score = 69)

Rank Drift is the absolute difference between the original final rank and the rank produced by the currently selected ranking method.

Limitations. Scores are treated as interval values although the underlying tasting process is subjective.