Let's Chart About That!

Theme Light Dark

Episode

Reeses includes 30 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 Reeses

Items scored 30

Ranking method Raw Score

Abstract

This episode report summarizes published Gut Check scores for N = 30 items in Reeses, 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	Big Cup With Pretzels	168	88	80	4
2	Milk Chocolate	177	97	80	1
3	Big Cup With Reeses Puffs Cereal Milk Chocolate	169	92	77	3
	Minis Milk Chocolate Unwrapped	175	82	93	2

Table 2. Rank Drift from Original Final Ranking Raw Score
Item	Final Rank	Method Rank	Drift	Total Score	Rhett	Link
Big Cup With Pretzels	1	4	3	168	88	80
Milk Chocolate	2	1	1	177	97	80
Minis Milk Chocolate Unwrapped	3	2	1	175	82	93
Big Cup With Reeses Puffs Cereal Milk Chocolate	3	3	0	169	92	77

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

Figure 2. Distribution of combined total scores within Reeses.

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

Figure 4. Rhett-Link agreement within Reeses.

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

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

Average Score

117

Peanut Butter Quotient*

117

The average score for a peanut butter item is 117. The average score for a non-peanut butter item is 0.

Nice! Factor**

1

Recipients: Mini Reeses Pieces

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	Milk Chocolate	177	97	80
2	Minis Milk Chocolate Unwrapped	175	82	93
3	Big Cup With Reeses Puffs Cereal Milk Chocolate	169	92	77
4	Big Cup With Pretzels	168	88	80
5	Creamy Milk Chocolate	165	90	75
6	Crunchy Milk Chocolate	164	84	80
7	Reeses With Pretzels Miniatures	158	81	77
	Big Cup Milk Chocolate	158	93	65
8	Resses Puffs Cereal Milk Chocolate Minatures	142	74	68
9	Chocolate Lovers Milk Chocolate	139	78	61
10	Milk Chocolate Peanut Butter XL Candy Bars	132	62	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	Plant Based Oat Chocolate Confection	13	12	1
2	Thins White Creme	63	34	29
3	Mini Reeses Pieces	69	42	27
4	Organic Milk Chocolate	73	49	24
5	White Chocolate Miniatures	75	56	19
6	Reeses Pieces	78	50	28
7	Thins Milk Chocolate	82	51	31
8	Organic Dark Chocolate	84	54	30
9	Zero Sugar Minatures	90	54	36
10	Thins Dark Chocolate	93	49	44

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	Fast Break	70	29	99
2	Sticks	37	38	75
3	White Chocolate Miniatures	37	56	19
4	Big Cup With Potato Chips	30	79	49
5	Big Cup Milk Chocolate	28	93	65
6	Organic Milk Chocolate	25	49	24
7	Organic Dark Chocolate	24	54	30
8	Reeses Pieces	22	50	28
9	Nutrageous	21	69	48
10	Milk Chocolate Miniatures	20	74	54

Table 6. Full Combined Ranking Raw Score
Rank	Item	Total Score	Rhett	Link
1	Milk Chocolate	177	97	80
2	Minis Milk Chocolate Unwrapped	175	82	93
3	Big Cup With Reeses Puffs Cereal Milk Chocolate	169	92	77
4	Big Cup With Pretzels	168	88	80
5	Creamy Milk Chocolate	165	90	75
6	Crunchy Milk Chocolate	164	84	80
7	Reeses With Pretzels Miniatures	158	81	77
	Big Cup Milk Chocolate	158	93	65
8	Resses Puffs Cereal Milk Chocolate Minatures	142	74	68
9	Chocolate Lovers Milk Chocolate	139	78	61
10	Milk Chocolate Peanut Butter XL Candy Bars	132	62	70
11	Milk Chocolate Miniatures	128	74	54
	Big Cup With Potato Chips	128	79	49
	Fast Break	128	29	99
12	Stuffed With Pieces Big Cup	120	65	55
13	Nutrageous	117	69	48
14	Sticks	113	38	75
15	Take 5	109	49	60
16	Dark Chocolate Miniatures	106	60	46
17	White Creme	98	48	50
18	Thins Dark Chocolate	93	49	44
19	Zero Sugar Minatures	90	54	36
20	Organic Dark Chocolate	84	54	30
21	Thins Milk Chocolate	82	51	31
22	Reeses Pieces	78	50	28
23	White Chocolate Miniatures	75	56	19
24	Organic Milk Chocolate	73	49	24
25	Mini Reeses Pieces	69	42	27
26	Thins White Creme	63	34	29
27	Plant Based Oat Chocolate Confection	13	12	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
Reeses	24	6	0

Results

2. Rhett

Figure 11. Distribution of Rhett scores within Reeses.

Average Score

63

Peanut Butter Quotient*

63

Rhett's average score for a peanut butter item is 63. Rhett's average score for a non-peanut butter item is 0.

Nice! Factor**

1

Recipients: Nutrageous

Table 8. Rhett Highest-Ranked Items
Rank	Item	Score
1	Milk Chocolate	97
2	Big Cup Milk Chocolate	93
3	Big Cup With Reeses Puffs Cereal Milk Chocolate	92
4	Creamy Milk Chocolate	90
5	Big Cup With Pretzels	88
6	Crunchy Milk Chocolate	84
7	Minis Milk Chocolate Unwrapped	82
8	Reeses With Pretzels Miniatures	81
9	Big Cup With Potato Chips	79
10	Chocolate Lovers Milk Chocolate	78

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	Plant Based Oat Chocolate Confection	12
2	Fast Break	29
3	Thins White Creme	34
4	Sticks	38
5	Mini Reeses Pieces	42
6	White Creme	48
7	Organic Milk Chocolate	49
	Thins Dark Chocolate	49
	Take 5	49
8	Reeses Pieces	50
9	Thins Milk Chocolate	51
10	Organic Dark Chocolate	54
	Zero Sugar Minatures	54

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 Reeses.

Average Score

54

Peanut Butter Quotient*

54

Link's average score for a peanut butter item is 54. Link's average score for a non-peanut butter item is 0.

Nice! Factor**

0

Recipients: None

Table 10. Link Highest-Ranked Items
Rank	Item	Score
1	Fast Break	99
2	Minis Milk Chocolate Unwrapped	93
3	Milk Chocolate	80
	Big Cup With Pretzels	80
	Crunchy Milk Chocolate	80
4	Big Cup With Reeses Puffs Cereal Milk Chocolate	77
	Reeses With Pretzels Miniatures	77
5	Creamy Milk Chocolate	75
	Sticks	75
6	Milk Chocolate Peanut Butter XL Candy Bars	70
7	Resses Puffs Cereal Milk Chocolate Minatures	68
8	Big Cup Milk Chocolate	65
9	Chocolate Lovers Milk Chocolate	61
10	Take 5	60

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	Plant Based Oat Chocolate Confection	1
2	White Chocolate Miniatures	19
3	Organic Milk Chocolate	24
4	Mini Reeses Pieces	27
5	Reeses Pieces	28
6	Thins White Creme	29
7	Organic Dark Chocolate	30
8	Thins Milk Chocolate	31
9	Zero Sugar Minatures	36
10	Thins Dark Chocolate	44

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: Big Cup Milk Chocolate, Big Cup With Potato Chips, Big Cup With Pretzels, Big Cup With Reeses Puffs Cereal Milk Chocolate, Chocolate Lovers Milk Chocolate, Creamy Milk Chocolate, Crunchy Milk Chocolate, Dark Chocolate Miniatures, Fast Break, Milk Chocolate, Milk Chocolate Miniatures, Milk Chocolate Peanut Butter XL Candy Bars, Mini Reeses Pieces, Minis Milk Chocolate Unwrapped, Nutrageous, Organic Dark Chocolate, Organic Milk Chocolate, Plant Based Oat Chocolate Confection, Reeses Pieces, Reeses With Pretzels Miniatures, Resses Puffs Cereal Milk Chocolate Minatures, Sticks, Stuffed With Pieces Big Cup, Take 5, Thins Dark Chocolate, Thins Milk Chocolate, Thins White Creme, White Chocolate Miniatures, White Creme, Zero Sugar Minatures

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.