MrBeast (YouTube), October 17, 2026

On the Oct 17, 2026 episode of MrBeast, 3 of the 12 words Polymarket listed were said; Parrot’s count agreed with all 12 settlements. The transcript is searchable below (quotes of at most 25 words).

Updated

Markets

12 words · 3 settled yes · our count agreed on 12 of 12

backtest The probabilities on settled rows are a walk-forward backtest: the model as of before each event, computed after Parrot went live; they were not published at the time.

Listed words: result, our count under the market rule, the count over every speaker, whether they agree, and the probability (a walk-forward backtest on settled rows)
WordResultOur countAll speakersAgreesProbabilityMarket
Hundred / Thousand / Million 10+ timesYes3460✓63%n=14 from settlement history–
Challenge Yes1525✓61%n=24 from settlement history–
Dollar 10+ timesYes1423✓35%n=11 from settlement history–
Contestant No00✓47%n=34 from settlement history–
Subscribe / Subscribes No00✓44%n=27 from settlement history–
Huge No00✓–n=1 too little history for a probability–
Feastable / Feastables No00✓38%n=42 from settlement history–
Insane No02✓28%n=30 from settlement history–
Africa No00✓28%n=4 from settlement history–
Sponsor / Sponsored No00✓23%n=14 from settlement history–
AI / Artificial Intelligence No00✓10%n=15 from settlement history–
Karl No00✓4%n=16 from settlement history–

Market prices are mid quotes from Kalshi and Polymarket, shown for context, may be delayed by several minutes and are not a signal. Quotes as of Oct 21, 2026 04:22 UTC.

Transcript

quotes of at most 25 words

Captions · machine-attributed · MrBeast (official YouTube) · Source · Quotes of at most 25 words; the full recording is on the publisher's official channel.

Machine-attributed. Speaker turns are labelled by a model, not the publisher.

25 matches for “Challenge”; 4 quoted, at least 25 words apart.

narratorother7:28

…the work in, 'cuz we don't have that much time until the challenge. Cooking healthy meals together… BEEF! We got the veggies. And dreaming of…

narratorother8:39

…are on FIREee. Bruhh, this is gonna be REALLY hard. And realizing how hard this challenge would be was starting to make Sara feel overwhelmed.

narratorother30:16

…this moment, they've had each other to lean on for motivation, and I wanted to see if they could crush this next challenge as individuals.

narratorother42:09

wooOooOOOo!! This is Tre's mom's first time seeing him since before the challenge. Look how happy she is. *crying* mwah, mwAhH, mWAH! I missed you…

Agents: this page as TSV at /api/v1/appearances/mrbeast:2026-10-17:podcast_episode · words: /api/v1/brief?appearance=mrbeast:2026-10-17:podcast_episode · columnar JSON in #parrot-data · llms.txt · MCP