FULL STREAM INTELLIGENCE · Just Chatting
Jul 18, 2026 · VOD 2823007704
keyword lexicon heuristic · not a language model
22 emote msgs — ×7 the average
22 emote msgs — ×7 the average
25 emote msgs — ×8 the average
32 emote msgs — ×10.2 the average
45 first-time chatters in one minute (raid-like influx)
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 566 | 1.00 | known | known bot account |
| nightbot | 6 | 1.00 | known | known bot account |
| sverrir001 | 11 | 0.55 | medium | 9 messages fired <2s apart · 8.8 msgs/min sustained |
| mattusward | 26 | 0.45 | medium | repeated one message ×14 (54% of output) |
| anxiousrattle | 8 | 0.45 | medium | repeated one message ×6 (75% of output) |
| thisyankee | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
| jameswal07 | 6 | 0.45 | medium | repeated one message ×4 (67% of output) |
HutchMF is now live! Streaming Just Chatting: SLUR SATURDAY | YOUR #1 PAL SNATCHER, DEAD LAST IN MATERIAL FARMING. REPOR
@HutchMF what game are you going to play
@hutchmf lets hit the gym brodie
@HutchMF looks like that you wasnt that fat someday
nickmercsJAM nickmercsJAM nickmercsJAM nickmercsJAM nickmercsJAM hutchmfPls2 hutchmfPls2 hutchmfPls2 tbpeanutPeanutFullD
@hutchmf good morning brother
| # | Chatter | Badges | Msgs | Activity 0m→749m | Share |
|---|---|---|---|---|---|
| 01 | HateDaKid | SUB | 808 | 3.8% | |
| 02 | StreamElements | MODBOT | 566 | 2.6% | |
| 03 | iceyjess | MOD | 410 | 1.9% | |
| 04 | scottiedoeskno | SUB | 303 | 1.4% | |
| 05 | Jesse294_ | SUB | 198 | 0.9% | |
| 06 | j_reed_02 | SUB | 158 | 0.7% | |
| 07 | climbaxed | SUB | 156 | 0.7% | |
| 08 | biscuit651518 | SUB | 141 | 0.7% | |
| 09 | Hollywoodgrove34 | 138 | 0.6% | ||
| 10 | Zagubadu | 136 | 0.6% | ||
| 11 | MsShoey | SUB | 133 | 0.6% | |
| 12 | jermell98c | 121 | 0.6% | ||
| 13 | florida727man | SUB | 114 | 0.5% | |
| 14 | i_stim2muchhh | SUB | 113 | 0.5% | |
| 15 | Balzepho | SUB | 107 | 0.5% | |
| 16 | leozgaming12 | 106 | 0.5% | ||
| 17 | KillemFast303_HD | 106 | 0.5% | ||
| 18 | vechtera | MOD | 93 | 0.4% | |
| 19 | zeropeekz | 74 | 0.3% | ||
| 20 | Kern | MOD | 71 | 0.3% |
first-message arrivals · 0m → 749m
37 joined in the first 2 minutes = 1% of all chatters
HutchMF is now live! Streaming Just Chatting: SLUR SATURDAY | YOUR #1 PAL SNATCHER, DEAD LAST IN MATERIAL FARMING. REPOR
@HutchMF what game are you going to play
@hutchmf lets hit the gym brodie
@HutchMF looks like that you wasnt that fat someday
nickmercsJAM nickmercsJAM nickmercsJAM nickmercsJAM nickmercsJAM hutchmfPls2 hutchmfPls2 hutchmfPls2 tbpeanutPeanutFullD
@hutchmf good morning brother
@HutchMF England or The frenchs
tbpeanutLETSGO tbpeanutLETSGO tbpeanutLETSGO tbpeanutLETSGO tbpeanutLETSGO tbpeanutLETSGO tbpeanutLETSGO tbpeanutLETSGO
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | Check out HutchMF's YouTube at: https://youtube.com/c/HutchMF | ×150 | 1 | 3m→748m | NICHE |
| 02 | KEKW | ×61 | 41 | 12m→743m | VIRAL |
| 03 | LUL LUL | ×59 | 20 | 11m→642m | VIRAL |
| 04 | Check out Starforge PC's for all your custom Gaming PC needs! https://starforgepc.com/HutchMF | ×50 | 1 | 3m→738m | NICHE |
| 05 | imGlitch Did you know that with Amazon Prime you can redeem a free subscription to any Twitch channel? All you have to do is click subscribe at the top and select Twitch Prime! imGlitch | ×50 | 1 | 13m→748m | NICHE |
| 06 | LUL LUL LUL | ×44 | 30 | 23m→737m | VIRAL |
| 07 | lmao | ×40 | 35 | 7m→583m | VIRAL |
| 08 | Hangout with Hutch and his community while he isn't streaming. Join his Discord at: https://discord.gg/hutchmf | ×38 | 1 | 2m→742m | NICHE |
| 09 | Keep up with Hutch when he isn't streaming with his Twitter: https://twitter.com/HutchMF | ×36 | 1 | 10m→745m | NICHE |
| 10 | LMAO | ×35 | 31 | 14m→582m | VIRAL |
nickmercsJAM nickmercsJAM nickmercsJAM nickmercsJAM nickmercsJAM hutchmfPls2 hutchmfPls2 hutchmfPls2 tbpeanutPeanutFullD
tbpeanutLETSGO tbpeanutLETSGO tbpeanutLETSGO tbpeanutLETSGO tbpeanutLETSGO tbpeanutLETSGO tbpeanutLETSGO tbpeanutLETSGO
bmyers0516 watched 5 consecutive streams and sparked a watch streak! just started watching your streams this past week a
@KingGhum Im not talking about the theme of the game, I mean the games mechanics. The breeding and taming of a bunch of
@HutchMF once you put that black market guy down, id look at the pals on the base and see if you can lvl up the pals wit
Vanguard is a combat-oriented passive skill that increases the player's Attack stat by 10%. This buff is "always active"
gagagaggagaga
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
191 super-active users (4.9% of chatters) wrote 46% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | hatedakid | → | iceyjess | 36 | |
| 02 | iceyjess | → | hatedakid | 25 | |
| 03 | hatedakid | → | activeosprey | 15 | |
| 04 | hatedakid | → | florida727man | 15 | |
| 05 | climbaxed | → | hatedakid | 14 | |
| 06 | uwuzi_x | → | hutchmf | 13 | |
| 07 | florida727man | → | hatedakid | 13 | |
| 08 | vechtera | → | hutchmf | 12 | |
| 09 | firekirby | → | hutchmf | 12 | |
| 10 | freedev1 | → | kingghum | 12 | |
| 11 | kingghum | → | freedev1 | 11 | |
| 12 | guschni20 | → | hutchmf | 10 |
HutchMF is now live! Streaming Just Chatting: SLUR SATURDAY | YOUR #1 PAL SNATCHER, DEAD LAST IN MATERIAL FARMING. REPOR
@HutchMF what game are you going to play
@hutchmf lets hit the gym brodie
@HutchMF looks like that you wasnt that fat someday
nickmercsJAM nickmercsJAM nickmercsJAM nickmercsJAM nickmercsJAM hutchmfPls2 hutchmfPls2 hutchmfPls2 tbpeanutPeanutFullD
@hutchmf good morning brother
This is the exact image link unfurlers render when this stream is shared.
↓ Download card (1200×630)no viewer track captured
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | youtube.com | ×195 | 30 | 1m→748m | BOT TIMER |
| LINK | starforgepc.com | ×51 | 1 | 3m→738m | BOT TIMER |
| LINK | discord.gg | ×38 | 1 | 2m→742m | BOT TIMER |
| LINK | twitter.com | ×36 | 1 | 10m→745m | BOT TIMER |
| LINK | twitch.tv | ×29 | 20 | 17m→523m | ORGANIC |
| CMD | !lurk | ×18 | 1 | 213m→636m | ORGANIC |
| LINK | tournament.hologryph.com | ×13 | 8 | 471m→727m | ORGANIC |
| LINK | youtu.be | ×12 | 10 | 17m→58m | ORGANIC |
| CMD | !watchtime | ×9 | 9 | 12m→740m | ORGANIC |
| CMD | !followage | ×5 | 5 | 2m→34m | ORGANIC |
| CMD | !team | ×5 | 5 | 396m→577m | ORGANIC |
| LINK | tiktok.com | ×2 | 2 | 17m→18m | ORGANIC |
| CMD | !game | ×2 | 2 | 73m→448m | ORGANIC |
| CMD | !gamba | ×2 | 1 | 277m→301m | ORGANIC |
language of written messages · emote-only spam excluded from ES/EN
shared active chatters · real version needs chat dumps of candidate streamers
real version fetches channel history via twitchtracker / helix
HutchMF's Just Chatting stream "SLUR SATURDAY | YOUR #1 PAL SNATCHER, DEAD LAST IN MATERIAL FARMING. REPORTING FOR DUTY, SIR!" on Jul 18, 2026 generated 21,401 messages from 3,920 unique chatters (28.5 msgs/min average, peaking at 207/min). Sentiment ran 2,758 positive vs 170 negative, and the top keyword was "that" (×1246). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.