Betting on the exact number of social media posts a specific politician makes within a random week is a highly niche, novelty market with entertainment value, falling outside typical news or macro events.

Between May 2 and May 5, 2026, multiple options experienced drastic movements exceeding 10c. For instance, the '160-179' yes price plummeted from 27c to 11.2c, '180-199' fell from 27c to 5.5c, '200+' dropped from 25c to 5.6c, '60-79' declined from 26.5c to 11.5c, and '20-39' crashed from 23.5c to 0.35c. The reason is that the extreme inefficient pricing at market inception (with sums approaching 300%) gradually converged toward a rational probability sum as liquidity increased or market makers intervened, squeezing out massive premiums.

The market asks for the 'second-highest' rather than the highest revenue, which could trap inattentive traders. Additionally, resolution relies entirely on short-term estimated data from a specific third-party platform (Anera) rather than official earnings, introducing risk of unexpected outcomes due to changes in estimation methodology or data delays.

While predicting the revenue performance of top AI companies is relatively common, targeting the 'second place' for estimated inference revenue within a specific single week is highly niche and obscure, giving it a moderate level of novelty.

May 2, 2026 - May 4, 2026: OpenAI's price surged from 29c to 96c, while Anthropic's price plummeted from 65.1c to ~1c. This was due to a major reversal and subsequent stabilization in market expectations, with early data or analysis ultimately confirming OpenAI securely in second place. May 1, 2026 - May 2, 2026: OpenAI's price plummeted from 97.2c to 29c, while Anthropic's price surged from 1.1c to 65.1c, reflecting extreme volatility in expectations for inference revenue rankings during the period. April 30, 2026 - May 1, 2026: OpenAI's price surged from 48c to 97.2c, while all other options (e.g., Google, Anthropic) crashed, as early data indicated OpenAI was securely in second place.

Moderate risk exists. The market relies on a third-party tracker (xtracker) rather than native X data. The main trap is the definition of 'replies': standard replies are excluded, but main-feed replies count. Deleted posts must survive for ~5 minutes to be captured. Traders relying on manual observation may face discrepancies.

Highly exotic. The general public rarely cares about or predicts the exact number of tweets a specific person (even Elon Musk) posts in a given week. This is a classic novelty/degen bet catering to a niche crypto community.

May 5, 2026 - May 6, 2026: The price of the 140-159 option climbed from 11.5c to 17.5c, likely due to a lower tweet count on the first day causing the market to adjust its expected range slightly downwards. May 2, 2026 - May 5, 2026: The price of the 160-179 option surged from 9c to 20.5c, and the 180-199 option jumped from 9.5c to 20.5c. This is because, as time progressed, market expectations increasingly consolidated around this range, which best aligns with Musk's recent tweeting frequency.

May 4, 2026 - May 5, 2026, multiple options like 60-61°F, 62-63°F, and 64-65°F experienced high volatility of over 15c (e.g., 64-65°F crashed from 26c to 4c). This was driven by short-term micro-adjustments in weather models as the resolution date approaches, causing frequent shifts in market expectations.

Mainstream sources and typical weather sites (like Google and AccuWeather) forecast LGA's low at around 51°F or 52°F, whereas Polymarket heavily favors 60-61°F. This divergence might stem from Wunderground's specific station forecast differing from generic forecasts, or discrepancies in how overnight/early morning lows are categorized by date.

The rules exclude normal replies but state that replies recorded on the main feed by the tracker (xtracker) will count, as will deleted posts if they remain for ~5 minutes. This technical reliance on a specific tracking tool creates a moderate risk of discrepancy compared to direct manual observation on X.

Predicting the exact number of posts from a government social media account within a specific week is a very niche and novel topic that falls far outside the general public's normal sphere of interest.

May 2, 2026 - May 3, 2026, the prices of all low-probability high-frequency posting options (100-119, 120-139, 140-159, 160-179, 180-199, 200+) saw varied movements. Notably, the Yes price for 140-159 fell from 48c to 37c, and 100-119 fell from 48c to 29.5c. This is likely due to the market initially being in an extremely illiquid and randomly priced state, followed by a slight regression towards reality, though it remains severely decoupled from fair value.

Current Polymarket prices imply a very high probability that the White House will post over 140 times in a week (the sum of the 140+ options is very large). This strongly conflicts with the White House's normal social media operations (avg 8-15 posts/day, 60-100/week). This divergence is purely driven by mispricing due to a lack of liquidity in the prediction market.