A review of 48 earnings-related prediction events involving 24 U.S.-listed companies found that beating a preset earnings target provided little guidance on whether a stock would rise on the next full trading day. Exactly 12 companies produced opposite outcomes across the two questions: either they cleared the earnings bar but did not register a first-day gain under the event rules, or they missed the bar and still rose.
Among the 16 companies that met the preset earnings thresholds, seven recorded a first-day rise, or 43.8%, according to the review. Three of the eight companies that missed their thresholds also rose, a 37.5% rate. The roughly six-percentage-point difference suggests that the events captured two related but separate judgments: whether a company delivered against an operating benchmark and whether the market's immediate reaction would be positive.
Each company was assessed through two contracts, one tied to the earnings threshold and another to the stock's direction on the first full trading day following results. The price question followed the event's own settlement rules rather than measuring a particular percentage change in the cash equity market.
Earnings optimism faded before several misses
Forecasts three hours before results leaned heavily toward companies meeting their profitability thresholds. Twenty of the 24 companies had a 'Yes' lean at that point, but only 16 eventually cleared their designated bars.
Six results ran counter to the late pre-release consensus. Five were cases where the market favored a successful earnings outcome but the company failed to meet the threshold: SK hynix, Alphabet, Amazon, Robinhood and Meta. Oklo was the sole company that moved in the other direction, clearing its target despite low 'Yes' pricing shortly before the disclosure.
The pattern points to a recurring limitation in trading binary outcomes around earnings. A consensus can be directionally confident without being especially resilient to details such as a profit-margin target, guidance assumption, accounting item, or the specific metric selected in the contract.
Near-even probabilities also produced sharply different results. Intel's earnings event traded at a 51% 'Yes' level around 12 hours before its release and ultimately cleared the bar. Amazon traded near 53% over the same time frame but did not meet its threshold.
More decisive-looking pricing did not always help. Oklo's 'Yes' levels fell from 20% six hours ahead of results to 18% three hours ahead and 11% one hour ahead, yet the company cleared the event's earnings requirement. SanDisk moved the opposite way, with 'Yes' rising from 57% at 12 hours before results to 65% three hours before, and it also met its benchmark.
Late trading improved price calls, not earnings calls
The review found that the overall number of predictions matching final outcomes rose from 35 to 42 as the events approached settlement, lifting the combined match rate from roughly 73% to 88%. That improvement came entirely from the price-direction questions.
Correct price calls rose from 17 to 24, while earnings calls remained unchanged at 18 correct predictions at both measurement points. In other words, participants became better at anticipating the market's immediate reaction as results drew closer, but did not improve their collective hit rate on the underlying performance thresholds.
Seven companies experienced late reversals in their price-direction lean. Netflix, Microsoft, Tesla, Meta and AST SpaceMobile shifted from expecting a first-day gain to expecting no gain. Rocket Lab and AAOI moved from a no-rise lean to an expectation of a gain.
That split fits the mechanics of earnings season. Financial results arrive at a fixed moment, but the interpretation of those figures can change quickly as traders weigh guidance, valuation, capital spending, management commentary and prior expectations. A company can post strong growth and clear an earnings benchmark while its shares still fail to rise if markets had expected a larger surprise.
Microsoft and Robinhood illustrate the divide
Microsoft was one of the clearest examples. The company reported 19% revenue growth and 21% operating-profit growth, while Azure revenue rose 48%. It met the event's performance bar, yet its stock did not register as up on the first full trading day under the event rules.
The company's cash flow figures offered context for the market's sensitivity to spending. Microsoft reported roughly $58.0 billion in operating cash flow and about $39.37 billion in cash spending on property and equipment. That left approximately $18.63 billion after the subtraction, down from $25.66 billion a year earlier, a decline of about 27% excluding finance-lease additions.
Robinhood showed the reverse combination: a record revenue quarter alongside an earnings miss under the event's criteria. The company reported third-quarter revenue of $1.42 billion, up 12% year over year. GAAP earnings per share fell 16% to $0.51, while adjusted EPS declined 3% to $0.60, missing the specified EPS threshold.
Its revenue mix showed why headline sales growth did not settle the profitability question. Options trading revenue increased 31% and equity trading revenue rose 41%, but cryptocurrency trading revenue dropped 55% and net interest revenue declined 9%, according to the company's results.
AMD, by contrast, paired a successful earnings outcome with a first-day rise. The chipmaker reported 45% third-quarter revenue growth, a GAAP operating margin of 21% compared with 14% a year earlier, and 97% growth in data-center revenue. Its fourth-quarter revenue guidance midpoint of about $17.0 billion implied roughly 66% year-over-year growth.
Apple also reported strong headline results, with revenue up 12% and EPS up 14%. The company said tariff refunds contributed approximately $0.05 to EPS and added about one percentage point to gross margin, showing how one-off items can affect a contract tied to a predefined threshold.
Valuation remains part of the earnings reaction
The earnings window also coincided with lower market valuations. FactSet reported that the S&P 500's forward price-to-earnings ratio declined from 19.0 at the end of September to 17.7 by Nov. 6. A falling valuation backdrop can make positive results less likely to translate mechanically into immediate price gains, especially for companies whose growth assumptions had already been reflected in share prices.
A related prediction contest drew more than 1,400 participants and ended with three tied winners after each answered 26 questions correctly in succession. They split a 10,000 USDT prize pool, receiving about 3,333 USDT each, and all used one revive.
Each finalist recorded a first incorrect answer on SK hynix, divided between its earnings and price-direction events. In the final round, all three selected AMD and Circle not to rise after earnings. Both companies rose on the first full trading day and met their event thresholds, underscoring how difficult it remained to pair fundamental results with immediate market direction.
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