FULL STREAM INTELLIGENCE · IRL
Jul 22, 2026 · VOD 2826242966
keyword lexicon heuristic · not a language model
19 emote msgs — ×7.4 the average
48 emote msgs — ×18.7 the average
40 emote msgs — ×15.6 the average
27 emote msgs — ×10.5 the average
26 emote msgs — ×10.1 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 442 | 1.00 | known | known bot account |
| streamelements | 2 | 1.00 | known | known bot account |
| user725396 | 54 | 0.55 | medium | 13 messages fired <2s apart · 15.3 msgs/min sustained |
| lucy_lou135 | 26 | 0.55 | medium | 6 messages fired <2s apart · 11.1 msgs/min sustained |
| moo926 | 12 | 0.55 | medium | 9 messages fired <2s apart · 12 msgs/min sustained |
| dshannx | 17 | 0.45 | medium | repeated one message ×9 (53% of output) |
| cademcfc19 | 15 | 0.45 | medium | repeated one message ×9 (60% of output) |
| brodyscott1234 | 15 | 0.45 | medium | repeated one message ×11 (73% of output) |
| dankcombo420 | 14 | 0.45 | medium | repeated one message ×8 (57% of output) |
| randriamamy_58 | 12 | 0.45 | medium | repeated one message ×6 (50% of output) |
| nottinghamlad | 11 | 0.45 | medium | repeated one message ×6 (55% of output) |
| dillonmarr1878 | 11 | 0.45 | medium | repeated one message ×6 (55% of output) |
| nj46utb | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| ethan_payne1877 | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| georgia51579 | 8 | 0.45 | medium | repeated one message ×5 (63% of output) |
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