WillerZ — Escape from Tarkov stream analytics — Jul 16, 2026
FULL STREAM INTELLIGENCE · Escape from Tarkov
Jul 16, 2026 · VOD 2821303744
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 10:000.00→1.00Δ+1.00
- 11:001.00→0.00Δ-1.00
- 522:000.00→1.00Δ+1.00
- 36:001.00→0.10Δ-0.90
- 291:001.00→0.13Δ-0.87
- 35:000.20→1.00Δ+0.80
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
11 first-time chatters in one minute (raid-like influx)
- Im_Oldrat: Don't believe him...He'll be salty gamer guy after this raid
- 2FiveOh: Hes chill until you bring up the fact he body blocked Andy and got him killed
4 emote msgs — ×4 the average
- DiegoBrazuk4: gloriPepelaugh gloriPepelaugh gloriPepelaugh gloriPepelaugh gloriPepelaugh glori
- lian_rinzai: Talk about timing
10 first-time chatters in one minute (raid-like influx)
- cass_cdub: ANOTHER ONE
- electric_r: Thanks for the sub!
4 emote msgs — ×4 the average
- chavlin_: I wish the sound occlusion on doors worked as well as it did on labs on every ma
- RawRage84: DangerDance DangerDance
6 emote msgs — ×6 the average
- Tattoos_by_Sammy: My Dachshund will literally stop mid shit to bark at a neighbor LUL
- hailyuh: everytime our dogs eat they have to come burp in our faces after , anyone elses
Keyword tracker
- that429
- with306
- this294
- have252
- like239
- your238
- just236
- they206
- https181
- from176
- what151
- will150
- twitch139
- event130
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 285 | 1.00 | known | known bot account |
| streamelements | 9 | 1.00 | known | known bot account |
Emote pulse
- LUL346
- willerGATOR92
- KEKW55
- willerTaiga152
- willerBhop52
- willerMonkas28
- Kappa19
- viperusWhy16
Evidence tape
- 00:00StreamElementsOPENER
WillerZ is now live! Streaming Escape from Tarkov: BLACKOUT !EVENT | !OperaGX
- 06:00NightbotWALL
Hey Fellas! Did you know that Amazon and Twitch linked up to give you Prime users one free subscription to your favorite
- 17:00gorgionPING
they are too good on labs @WillerZ
- 17:00KurryKagePING
@willerz do you intentionally not like to have many rubles or its just you like to live ok edge?
- 19:00KurryKagePING
@willerz hoarding them because you reckon it might have a use rather than selling to traders?
- 19:00mister_roycePING
@WillerZ now that you are a Texan, should be summering Colorado with the rest of us...lul
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→552m | Share |
|---|---|---|---|---|---|
| 01 | Nightbot | MODBOT | 285 | 5.3% | |
| 02 | blookiecookie | SUB | 151 | 2.8% | |
| 03 | MrPoffGaming | VIP | 151 | 2.8% | |
| 04 | AyBeZe | VIP | 137 | 2.5% | |
| 05 | Im_Oldrat | MOD | 109 | 2.0% | |
| 06 | CANTDIE | MOD | 104 | 1.9% | |
| 07 | Gonzo536 | 94 | 1.7% | ||
| 08 | Braaap222 | MOD | 73 | 1.4% | |
| 09 | x_PBL | 72 | 1.3% | ||
| 10 | JDiamatti | 71 | 1.3% | ||
| 11 | the_fugg_ | SUB | 56 | 1.0% | |
| 12 | Al_Smizzle | MOD | 55 | 1.0% | |
| 13 | RobPrince | 51 | 0.9% | ||
| 14 | petsoup | 50 | 0.9% | ||
| 15 | beavermiller | SUB | 48 | 0.9% | |
| 16 | ManekTheGreat | 48 | 0.9% | ||
| 17 | blynch023 | VIP | 46 | 0.9% | |
| 18 | T4CT1CALCHA0S12 | 43 | 0.8% | ||
| 19 | SamwiseBagcheese | SUB | 43 | 0.8% | |
| 20 | thiccshawty | 43 | 0.8% |
User types · badge mix
- SUBSCRIBER1,276 · 24%
- PREMIUM814 · 15%
- MODERATOR767 · 14%
- VIP406 · 8%
- SUB-GIFTER397 · 7%
- BOT-BADGE294 · 5%
- TURBO256 · 5%
- RAGING-WOLF-HELM232 · 4%
New chatters · arrival curve
first-message arrivals · 0m → 552m
5 joined in the first 2 minutes = 1% of all chatters
Most mentioned
- @willerz102 · 46u
- @mrpoffgaming66 · 32u
- @blookiecookie38 · 13u
- @im_oldrat32 · 19u
- @blynch02317 · 10u
- @braaap22217 · 12u
- @disbeto15 · 5u
- @al_smizzle14 · 9u
Top interactors
- mrpoffgaming57
- aybeze38
- nightbot35
- im_oldrat26
- the_fugg_23
- blookiecookie18
- robprince15
- mandibledubs14
Chat tape
- 00:00StreamElementsOPENER
WillerZ is now live! Streaming Escape from Tarkov: BLACKOUT !EVENT | !OperaGX
- 06:00NightbotWALL
Hey Fellas! Did you know that Amazon and Twitch linked up to give you Prime users one free subscription to your favorite
- 17:00gorgionPING
they are too good on labs @WillerZ
- 17:00KurryKagePING
@willerz do you intentionally not like to have many rubles or its just you like to live ok edge?
- 19:00KurryKagePING
@willerz hoarding them because you reckon it might have a use rather than selling to traders?
- 19:00mister_roycePING
@WillerZ now that you are a Texan, should be summering Colorado with the rest of us...lul
- 20:00BlackAMBXIIPING
@WillerZ My G!
- 302:00StreamElementsWALL
ok so one time I had this girl come back to my house off of Craigslist and I was hooking up with her but she had a colos
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS1.7%
- QUESTIONS11.5%
- MENTIONS16.4%
- COMMANDS1.6%
Top multiplier
- 02willerGATOR×92
- 03KEKW×55
- 04willerTaiga1×52
Emote leaderboard
- LUL×346
- willerGATOR×92
- KEKW×55
- willerTaiga1×52
- willerBhop×52
- willerMonkas×28
- Kappa×19
- viperusWhy×16
- AYAYA×13
- gloriPepelaugh×12
- willerRAT×12
- bambzSUCCESS×12
- :(×9
- Sadge×8
- Pog×8
- willerRAGE×8
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | If you are looking for people to hang out with or find a group to play Escape from Tarkov . Feel free to join the WillerZ Discord; https://discord.gg/3XxX4nF | ×35 | 1 | 27m→551m | NICHE |
| 02 | If you are using your phone and you'd love to subscribe to this cob slayer. Click this link; https://www.twitch.tv/products/willer_z/ticket | ×27 | 1 | 26m→546m | NICHE |
| 03 | Hey Fellas! Did you know that Amazon and Twitch linked up to give you Prime users one free subscription to your favorite content creator every month!!?? All you've gotta do is Link your twitch to your amazon prime account and you'll be able to subscribe to WillerZ for free!! Use the link here to sub with Twitch Prime! ~ https://www.twitch.tv/subs/WillerZ ~ willerGATOR willerTaiga1 willerBhop | ×26 | 1 | 6m→546m | NICHE |
| 04 | If you are just lurking and enjoying the content. Will thanks you for being here but make sure you are followed so you can keep an eye on this cob slayer. | ×24 | 1 | 27m→531m | NICHE |
| 05 | Check out Girls’ Frontline 2: Exilium today https://sunborn.onelink.me/fxKG/pc81WillerZ #AD | ×22 | 1 | 336m→547m | NICHE |
| 06 | @WillerZ - BLACKOUT EVENT & TEARGAS PVP | Escape From Tarkov - https://youtu.be/bfm5nn1Bjug | ×21 | 1 | 28m→529m | NICHE |
| 07 | KEKW | ×21 | 13 | 40m→517m | VIRAL |
| 08 | Stop being boring! Mods have completely transformed the way OperaGX looks! Download the browser today! #AD - https://operagx.gg/WillerZaff | ×20 | 1 | 16m→531m | NICHE |
| 09 | why not? | ×15 | 1 | 24m→545m | NICHE |
| 10 | BLACKOUT EVENT ON LABS! https://x.com/tarkov/status/2077012312653775216?s=20 | ×10 | 1 | 75m→394m | NICHE |
Keyword cloud
Mood regime
Spam tape
- 06:00NightbotWALL
Hey Fellas! Did you know that Amazon and Twitch linked up to give you Prime users one free subscription to your favorite
- 302:00StreamElementsWALL
ok so one time I had this girl come back to my house off of Craigslist and I was hooking up with her but she had a colos
- 331:00StreamElementsWALL
ok so one time I had this girl come back to my house off of Craigslist and I was hooking up with her but she had a colos
- 346:00StreamElementsWALL
ok so one time I had this girl come back to my house off of Craigslist and I was hooking up with her but she had a colos
- 358:00StreamElementsWALL
ok so one time I had this girl come back to my house off of Craigslist and I was hooking up with her but she had a colos
- 372:00StreamElementsWALL
ok so one time I had this girl come back to my house off of Craigslist and I was hooking up with her but she had a colos
- 428:00Trash_Flavord_TrashPEAK
30 kinda old to be pretending to be a woman on twitch tho
User colors
Participation inequality
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Community split
Lorenz curve · cumulative share
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
User tiers · who carries the chat
- 1 msg277USERS277MSGS5.1%
- 2-4 msgs266USERS717MSGS13.3%
- 5-19 msgs183USERS1,590MSGS29.4%
- 20+ msgs58USERS2,816MSGS52.1%
58 super-active users (7.4% of chatters) wrote 52% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @willerz102 · by 46 users
- @mrpoffgaming66 · by 32 users
- @blookiecookie38 · by 13 users
- @im_oldrat32 · by 19 users
- @blynch02317 · by 10 users
- @braaap22217 · by 12 users
- @disbeto15 · by 5 users
- @al_smizzle14 · by 9 users
- @mandibledubs13 · by 4 users
- @jackbaloogn12 · by 9 users
Top interactors
- mrpoffgaming57 sent
- aybeze38 sent
- nightbot35 sent
- im_oldrat26 sent
- the_fugg_23 sent
- blookiecookie18 sent
- robprince15 sent
- mandibledubs14 sent
- gonzo53614 sent
- ahuru_duncan13 sent
Badge mix
- SUBSCRIBER1276 · 24%
- PREMIUM814 · 15%
- MODERATOR767 · 14%
- VIP406 · 8%
- SUB-GIFTER397 · 7%
- BOT-BADGE294 · 5%
- TURBO256 · 5%
- RAGING-WOLF-HELM232 · 4%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | nightbot | → | willerz | 21 | |
| 02 | aybeze | → | willerz | 13 | |
| 03 | aybeze | → | blookiecookie | 13 | |
| 04 | mrpoffgaming | → | blookiecookie | 10 | |
| 05 | saskasquach | → | im_oldrat | 8 | |
| 06 | nightbot | → | willerz4 | 7 | |
| 07 | streamelements | → | mrpoffgaming | 7 | |
| 08 | mandibledubs | → | disbeto | 6 | |
| 09 | disbeto | → | mandibledubs | 6 | |
| 10 | gorgion | → | willerz | 5 | |
| 11 | vlakell | → | willerz | 5 | |
| 12 | im_oldrat | → | saskasquach | 5 |
Chat tape
- 00:00StreamElementsOPENER
WillerZ is now live! Streaming Escape from Tarkov: BLACKOUT !EVENT | !OperaGX
- 06:00NightbotWALL
Hey Fellas! Did you know that Amazon and Twitch linked up to give you Prime users one free subscription to your favorite
- 17:00gorgionPING
they are too good on labs @WillerZ
- 17:00KurryKagePING
@willerz do you intentionally not like to have many rubles or its just you like to live ok edge?
- 19:00KurryKagePING
@willerz hoarding them because you reckon it might have a use rather than selling to traders?
- 19:00mister_roycePING
@WillerZ now that you are a Texan, should be summering Colorado with the rest of us...lul
Social share card
This is the exact image link unfurlers render when this stream is shared.
↓ Download card (1200×630)Ad equivalence
no viewer track captured
Engagement quality
Brand safety
- PROFANITY3.3%
- CAPS RAGE1.7%
- SPAM/PASTA5.4%
- BOT MSGS5.4%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | twitch.tv | ×58 | 3 | 6m→546m | BOT TIMER |
| LINK | discord.gg | ×37 | 1 | 27m→551m | BOT TIMER |
| LINK | sunborn.onelink.me | ×26 | 2 | 336m→547m | BOT TIMER |
| LINK | youtu.be | ×21 | 1 | 28m→529m | BOT TIMER |
| LINK | operagx.gg | ×20 | 1 | 16m→531m | BOT TIMER |
| LINK | x.com | ×12 | 2 | 75m→394m | BOT TIMER |
| CMD | !event | ×10 | 10 | 75m→394m | ORGANIC |
| LINK | youtube.com | ×7 | 1 | 27m→507m | BOT TIMER |
| CMD | !leakage | ×7 | 4 | 302m→520m | ORGANIC |
| CMD | !song | ×4 | 4 | 12m→273m | ORGANIC |
| CMD | !sens | ×4 | 4 | 123m→309m | ORGANIC |
| CMD | !breastfeed | ×4 | 1 | 165m→395m | ORGANIC |
| CMD | !disability | ×3 | 2 | 49m→403m | ORGANIC |
| CMD | !settings | ×3 | 3 | 166m→391m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES1.1%
- EN50.3%
- OTHER / EMOTE-ONLY48.7%
language of written messages · emote-only spam excluded from ES/EN
Audience overlap
- streamer_alpha34% shared
- streamer_beta21% shared
- streamer_gamma9% shared
- streamer_delta4% shared
shared active chatters · real version needs chat dumps of candidate streamers
Growth track
real version fetches channel history via twitchtracker / helix
WillerZ stream analytics summary
WillerZ's Escape from Tarkov stream "BLACKOUT !EVENT | !OperaGX" on Jul 16, 2026 generated 5,400 messages from 784 unique chatters (9.8 msgs/min average, peaking at 37/min). Sentiment ran 711 positive vs 41 negative, and the top keyword was "that" (×429). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.