Buzzberg Cup Live
Buzzberg Research Mar 1 - May 30, 2026

Bottleneck King.

Tracked since Mar 1, 2026 across Buzzberg's public X database: who says bottleneck the most.

Total mentions 1,512 Word occurrences
Matching posts 1,027 Containing the word
Mentions / matching post 1.47 Matching posts only
Buzzberg
Daily pace 16.6 mentions/day - 11.3 posts/day
Top 3
@aleabitoreddit 100.0 Alpha · #1
283mentions
191Matching posts
9.3mentions per 100 posts
#2 Silver
Buzzberg Bottleneck Cup
@thevalueist 98.6 Alpha · #11
437mentions
174Matching posts
23.6mentions per 100 posts
#1 Gold
@jukan05 99.5 Alpha · #5
98mentions
63Matching posts
3.4mentions per 100 posts
#3 Bronze

Daily Bottleneck Trend

Mentions and matching posts per day since March 1.

Peak day May 6 70 mentions
0 25 50 75 100 Mar 1 Mar 31 Apr 30 May 30
mentions Matching posts
May 30 5 5 matching posts
May 29 26 17 matching posts
May 28 32 24 matching posts
May 27 21 14 matching posts
May 26 18 16 matching posts
May 25 20 18 matching posts
May 24 37 23 matching posts
May 23 4 4 matching posts
May 22 29 9 matching posts
May 21 11 9 matching posts

Leaderboard

Top 20 Twitter/X authors by bottleneck mentions.

Period: Mar 1 - May 30, 2026
1
@thevalueist TheValueist
437 174 1,852 2.51 23.6 4.80 98.6 #11
2
@aleabitoreddit aleabitoreddit
283 191 3,029 1.48 9.3 3.11 100.0 #1
3
@jukan05 jukan05
98 63 2,865 1.56 3.4 1.08 99.5 #5
4
@paradislabs ParadisLabs
83 56 2,059 1.48 4.0 0.91 99.2 #7
5
@daniel_koss Daniel Koss
37 25 1,573 1.48 2.4 0.41 98.0 #16
6
@the_ai_investor the_ai_investor
22 21 1,563 1.05 1.4 0.24 89.8 #76
7
@damnang2 Damnang
21 20 799 1.05 2.6 0.23 4/5 eval. Pending
8
@demian_ai demian_ai
20 19 585 1.05 3.4 0.22 2/5 eval. Pending
9
@moninvestor moninvestor
18 13 1,020 1.38 1.8 0.20 76.4 #174
10
@michaelsikand michaelsikand
17 16 1,153 1.06 1.5 0.19 97.5 #19
11
@citrini7 Citrini
16 11 794 1.45 2.0 0.18 99.6 #4
12
@jasonschips jasonschips
15 12 404 1.25 3.7 0.16 98.8 #10
13
@ren_aramb ren_aramb
13 12 624 1.08 2.1 0.14 99.0 #8
14
@bubbleboi bubbleboi
13 10 924 1.30 1.4 0.14 66.9 #244
15
@itschrisray @itschrisray
12 10 4,268 1.20 0.3 0.13 No speaker match NA
16
@yieldchad yieldchad
12 6 117 2.00 10.3 0.13 90.7 #69
17
@aktiehedonist aktiehedonist
10 10 335 1.00 3.0 0.11 71.9 #207
18
@aaronwei3n Aaron Wei
10 9 533 1.11 1.9 0.11 97.3 #21
19
@minnvestor Minnvestor
10 9 293 1.11 3.4 0.11 97.8 #17
20
@labubu_trader Labubu Trader
10 5 710 2.00 1.4 0.11 98.2 #14
Methodology Exact, case-insensitive matches for "bottleneck" and "bottlenecks" in public Buzzberg content. Matching posts contain at least one match; total posts are all public Twitter/X posts in the same period. News-wire / aggregator accounts are excluded. AlphaScore uses Buzzberg's all-time thesis-mode speaker ranking when a matching speaker profile exists.