Let's Chart About That!

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Episode

Froot Loops includes 18 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 Froot Loops

Items scored 18

Ranking method Raw Score

Abstract

This episode report summarizes published Gut Check scores for N = 18 items in Froot Loops, 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	Mini Donut Kit	127	80	47	4
2	Original	164	75	89	1
3	With Marshmallows	157	78	79	2
4	Sweethearts	155	74	81	3

Table 2. Rank Drift from Original Final Ranking Raw Score
Item	Final Rank	Method Rank	Drift	Total Score	Rhett	Link
Mini Donut Kit	1	4	3	127	80	47
Original	2	1	1	164	75	89
With Marshmallows	3	2	1	157	78	79
Sweethearts	4	3	1	155	74	81

Figure 1. Distribution of Rhett and Link scores within Froot Loops.

Figure 2. Distribution of combined total scores within Froot Loops.

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

Figure 4. Rhett-Link agreement within Froot Loops.

Figure 5. Score range by score source within Froot Loops 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	2	1	1	7	1	2	3	1
Link	2	3	3	1	1	3	1	2	2
Combined	0	2	2	4	0	6	1	2	1

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

Average Score

93

Peanut Butter Quotient*

N/A

No peanut butter items in this episode.

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	Original	164	75	89
2	With Marshmallows	157	78	79
3	Sweethearts	155	74	81
4	Mini Donut Kit	127	80	47
5	Cereal Straws	115	49	66
	Reduced Sugar	115	45	70
6	Berry-Licious	112	56	56
	Whey Protein	112	62	50
7	Mug Muffin Kit	108	69	39
8	Waffles	100	45	55
9	Candy Canes	73	48	25
10	Gummies	68	49	19

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	Tropical	24	17	7
2	Cereal Bars	27	17	10
3	Jelly Beans	42	39	3
4	Carnation Breakfast Drink	43	23	20
5	Cinnamon Donut	60	45	15
6	Unicorn	63	42	21
7	Gummies	68	49	19
8	Candy Canes	73	48	25
9	Waffles	100	45	55
10	Mug Muffin Kit	108	69	39

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	Jelly Beans	36	39	3
2	Mini Donut Kit	33	80	47
3	Mug Muffin Kit	30	69	39
4	Gummies	30	49	19
5	Cinnamon Donut	30	45	15
6	Reduced Sugar	25	45	70
7	Candy Canes	23	48	25
8	Unicorn	21	42	21
9	Cereal Straws	17	49	66
10	Original	14	75	89

Table 6. Full Combined Ranking Raw Score
Rank	Item	Total Score	Rhett	Link
1	Original	164	75	89
2	With Marshmallows	157	78	79
3	Sweethearts	155	74	81
4	Mini Donut Kit	127	80	47
5	Cereal Straws	115	49	66
	Reduced Sugar	115	45	70
6	Berry-Licious	112	56	56
	Whey Protein	112	62	50
7	Mug Muffin Kit	108	69	39
8	Waffles	100	45	55
9	Candy Canes	73	48	25
10	Gummies	68	49	19
11	Unicorn	63	42	21
12	Cinnamon Donut	60	45	15
13	Carnation Breakfast Drink	43	23	20
14	Jelly Beans	42	39	3
15	Cereal Bars	27	17	10
16	Tropical	24	17	7

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

Table 7. Higher Score Counts
Episode	Rhett	Link	Tie
Froot Loops	11	6	1

Results

2. Rhett

Figure 11. Distribution of Rhett scores within Froot Loops.

Average Score

51

Peanut Butter Quotient*

N/A

No peanut butter items in this episode.

Nice! Factor**

1

Recipients: Mug Muffin Kit

Table 8. Rhett Highest-Ranked Items
Rank	Item	Score
1	Mini Donut Kit	80
2	With Marshmallows	78
3	Original	75
4	Sweethearts	74
5	Mug Muffin Kit	69
6	Whey Protein	62
7	Berry-Licious	56
8	Cereal Straws	49
	Gummies	49
9	Candy Canes	48
10	Reduced Sugar	45
	Waffles	45
	Cinnamon Donut	45

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	Tropical	17
	Cereal Bars	17
2	Carnation Breakfast Drink	23
3	Jelly Beans	39
4	Unicorn	42
5	Cinnamon Donut	45
	Waffles	45
	Reduced Sugar	45
6	Candy Canes	48
7	Gummies	49
	Cereal Straws	49
8	Berry-Licious	56
9	Whey Protein	62
10	Mug Muffin Kit	69

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 Froot Loops.

Average Score

42

Peanut Butter Quotient*

N/A

No peanut butter items in this episode.

Nice! Factor**

0

Recipients: None

Table 10. Link Highest-Ranked Items
Rank	Item	Score
1	Original	89
2	Sweethearts	81
3	With Marshmallows	79
4	Reduced Sugar	70
5	Cereal Straws	66
6	Berry-Licious	56
7	Waffles	55
8	Whey Protein	50
9	Mini Donut Kit	47
10	Mug Muffin Kit	39

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	Jelly Beans	3
2	Tropical	7
3	Cereal Bars	10
4	Cinnamon Donut	15
5	Gummies	19
6	Carnation Breakfast Drink	20
7	Unicorn	21
8	Candy Canes	25
9	Mug Muffin Kit	39
10	Mini Donut Kit	47

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: None in this episode

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.