Let's Chart About That!

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Episode

Hi-Chew includes 37 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 Hi-Chew

Items scored 37

Ranking method Raw Score

Abstract

This episode report summarizes published Gut Check scores for N = 37 items in Hi-Chew, 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	Grapefruit	171	81	90	1
2	Lychee	149	78	71	3
3	Green Apple	169	80	89	2
4	Blueberry	148	70	78	4

Table 2. Rank Drift from Original Final Ranking Raw Score
Item	Final Rank	Method Rank	Drift	Total Score	Rhett	Link
Lychee	2	3	1	149	78	71
Green Apple	3	2	1	169	80	89
Grapefruit	1	1	0	171	81	90
Blueberry	4	4	0	148	70	78

Figure 1. Distribution of Rhett and Link scores within Hi-Chew.

Figure 2. Distribution of combined total scores within Hi-Chew.

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

Figure 4. Rhett-Link agreement within Hi-Chew.

Figure 5. Score range by score source within Hi-Chew 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	90
Rhett	2	4	0	4	5	7	7	6	2	0
Link	3	2	5	2	6	6	5	5	2	1
Combined	2	3	3	2	8	8	5	4	2	0

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

Average Score

98

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	Grapefruit	171	81	90
2	Green Apple	169	80	89
3	Lychee	149	78	71
4	Blueberry	148	70	78
5	Grape	147	68	79
6	Yubari Melon	143	68	75
7	Watermelon	138	76	62
8	Orange & Tangerine	134	74	60
9	Tropical Smoothie	132	73	59
10	Raspberry	131	61	70

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	Mango (Reduced Sugar)	6	5	1
	Strawberry (Reduced Sugar)	6	2	4
2	Strawberry Lemonade	35	15	20
3	Blue Hawaii	36	15	21
4	Kiwi	39	17	22
5	Lemon	45	35	10
6	Ramune	47	17	30
7	Dragonfruit	49	31	18
8	Cola	63	54	9
9	Mango	73	34	39
10	Banana	81	52	29
	Juicy Strawberry	81	41	40

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	Cola	45	54	9
2	Red Apple & Strawberry	42	38	80
3	Plain Yogurt	37	77	40
4	Pina Colada	32	61	29
5	Strawberry	27	42	69
6	Lemon	25	35	10
7	Blueberry Yogurt	24	64	40
8	Banana	23	52	29
9	Peach	20	49	69
10	Strawberry Yogurt	17	57	40

Table 6. Full Combined Ranking Raw Score
Rank	Item	Total Score	Rhett	Link
1	Grapefruit	171	81	90
2	Green Apple	169	80	89
3	Lychee	149	78	71
4	Blueberry	148	70	78
5	Grape	147	68	79
6	Yubari Melon	143	68	75
7	Watermelon	138	76	62
8	Orange & Tangerine	134	74	60
9	Tropical Smoothie	132	73	59
10	Raspberry	131	61	70
11	Lilikoi	126	63	63
12	Peach	118	49	69
	Red Apple & Strawberry	118	38	80
13	Plain Yogurt	117	77	40
14	Pineapple	111	61	50
	Strawberry	111	42	69
15	Blue Raspberry	109	57	52
16	Juicy Peach	105	50	55
17	Blueberry Yogurt	104	64	40
18	Juicy Blood Orange	99	50	49
19	Acai	98	41	57
20	Strawberry Yogurt	97	57	40
21	Black Cherry	96	55	41
22	Rainbow Sherbert	95	44	51
23	Pina Colada	90	61	29
24	Juicy Strawberry	81	41	40
	Banana	81	52	29
25	Mango	73	34	39
26	Cola	63	54	9
27	Dragonfruit	49	31	18
28	Ramune	47	17	30
29	Lemon	45	35	10
30	Kiwi	39	17	22
31	Blue Hawaii	36	15	21
32	Strawberry Lemonade	35	15	20
33	Strawberry (Reduced Sugar)	6	2	4
	Mango (Reduced Sugar)	6	5	1

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

Table 7. Higher Score Counts
Episode	Rhett	Link	Tie
Hi-Chew	18	18	1

Results

2. Rhett

Figure 11. Distribution of Rhett scores within Hi-Chew.

Average Score

50

Peanut Butter Quotient*

N/A

No peanut butter items in this episode.

Nice! Factor**

0

Recipients: None

Table 8. Rhett Highest-Ranked Items
Rank	Item	Score
1	Grapefruit	81
2	Green Apple	80
3	Lychee	78
4	Plain Yogurt	77
5	Watermelon	76
6	Orange & Tangerine	74
7	Tropical Smoothie	73
8	Blueberry	70
9	Grape	68
	Yubari Melon	68
10	Blueberry Yogurt	64

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	Strawberry (Reduced Sugar)	2
2	Mango (Reduced Sugar)	5
3	Strawberry Lemonade	15
	Blue Hawaii	15
4	Kiwi	17
	Ramune	17
5	Dragonfruit	31
6	Mango	34
7	Lemon	35
8	Red Apple & Strawberry	38
9	Juicy Strawberry	41
	Acai	41
10	Strawberry	42

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 Hi-Chew.

Average Score

48

Peanut Butter Quotient*

N/A

No peanut butter items in this episode.

Nice! Factor**

2

Recipients: Peach, Strawberry

Table 10. Link Highest-Ranked Items
Rank	Item	Score
1	Grapefruit	90
2	Green Apple	89
3	Red Apple & Strawberry	80
4	Grape	79
5	Blueberry	78
6	Yubari Melon	75
7	Lychee	71
8	Raspberry	70
9	Peach	69
	Strawberry	69
10	Lilikoi	63

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	Mango (Reduced Sugar)	1
2	Strawberry (Reduced Sugar)	4
3	Cola	9
4	Lemon	10
5	Dragonfruit	18
6	Strawberry Lemonade	20
7	Blue Hawaii	21
8	Kiwi	22
9	Banana	29
	Pina Colada	29
10	Ramune	30

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.