FULL STREAM INTELLIGENCE · VALORANT
Jul 17, 2026 · VOD 2822322966
keyword lexicon heuristic · not a language model
116 first-time chatters in one minute (raid-like influx)
32 emote msgs — ×6.1 the average
32 emote msgs — ×6.1 the average
32 emote msgs — ×6.1 the average
40 emote msgs — ×7.6 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 499 | 1.00 | known | known bot account |
| fossabot | 160 | 1.00 | known | known bot account |
| ocollective | 19 | 0.55 | medium | 12 messages fired <2s apart · 7.4 msgs/min sustained |
| toecollector234 | 10 | 0.55 | medium | 3 messages fired <2s apart · 9.7 msgs/min sustained |
| wyczka00 | 30 | 0.45 | medium | repeated one message ×15 (50% of output) |
| daniartemis | 28 | 0.45 | medium | repeated one message ×15 (54% of output) |
| newdimens | 16 | 0.45 | medium | repeated one message ×8 (50% of output) |
| martinka1602 | 12 | 0.45 | medium | repeated one message ×6 (50% of output) |
| moe_liatea | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| vickster012 | 10 | 0.45 | medium | repeated one message ×6 (60% of output) |
| lexastardrop | 8 | 0.45 | medium | repeated one message ×5 (63% of output) |
| rubi_red_8 | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| im_a_potato34 | 8 | 0.45 | medium | repeated one message ×5 (63% of output) |
| ashleyfaithhh | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
| crystalparis | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
goat
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@TenZ gm tenz we lock in for the tourne
@tenzedddd oh its not that just wanna face other teams lol
@tenzedddd they didnt face tenz ( just the others lol )
@TenZ do ctrl+win+shift+B
TenZ's VALORANT stream "Twitch Rivals VALORANT - Day 1" on Jul 17, 2026 generated 26,969 messages from 3,478 unique chatters (56.3 msgs/min average, peaking at 506/min). Sentiment ran 1,730 positive vs 85 negative, and the top keyword was "letsgo" (×1641). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.