polyshadow

Tech: Product Launches, Earnings, and Regulatory Bets

Markets analysed

2

Avg lead changes

12.5

per market

Avg probability swing

36%

winner min to loser max

One-sided markets

0%

never changed leader

Technology markets on Polymarket cover a wide range: product release dates, price milestones for major tech stocks, regulatory decisions (antitrust rulings, app store cases), and earnings outcomes. These markets tend to have moderate baseline volatility punctuated by sharp moves around scheduled events.

Unlike sports or crypto, tech markets often have publicly known resolution dates tied to earnings calendars, product event schedules, or court dates. This makes them more predictable in terms of when volatility will spike, even if the direction is uncertain.

Lead Changes

Lead Change Distribution

How many times did the market leader flip during the market's lifetime? Zero means one side dominated from open to close. Higher numbers mean contested, back-and-forth outcomes: the kind that create the most trading opportunity.

1
1
0
1
2
3
4
5
6
7
8
9+

Number of lead changes per market

Probability Ranges

Probability Range by Market

Each bar is one resolved market. The coloured zone spans from the winner's lowest point (left edge) to the loser's peak (white marker) — this is where a reversal was possible. The dim green tail extends from the loser's peak to 100%, where the winner eventually resolved. A wide red zone means the market was nearly overturned.

0%Winner probability range100%
Low drama — winner dominatedHigh drama — near comebackWinner's clear zone → 100%
Reversal Timing

When Did Reversals Happen?

Each dot is a market that had at least one lead change. The x-axis shows when the last reversal happened as a percentage of the market's total lifetime. Points in the shaded red zone (75-100%) reversed in the final quarter, the highest-risk window for certainty sellers.

Trading Angle

The best edges in tech markets appear in the hours immediately after a major product announcement or earnings release, before the market fully adjusts. Positions taken in the 48 hours before a scheduled event (Apple keynote, major earnings) often carry a premium that mean-reverts after the event regardless of outcome.

Smart Money

Where Smart Money Enters

Every $10,000+ trade on a Tech market plotted by two dimensions: what probability was the market at when the trade happened (x-axis), and how far through the market's lifetime it was placed (y-axis). Brighter cells mean more large-capital entries at that combination. A cluster at low probability early suggests informed contrarian positioning. A cluster at high probability late suggests momentum-following by large accounts.

0%10%20%30%40%50%60%70%80%90%Outcome probability at trade time0%10%20%30%40%50%60%70%80%90%% through market at trade timefewermore
Market Extremes

Most Dramatic Resolved Markets

Ranked by probability swing (the gap between the winner's lowest point and the loser's highest point). These are the markets where the eventual winner was most seriously challenged.

Act on these patterns in real time

Polyshadow signals fire when smart money bets match the patterns described above: late-money whale positions, new-account bets, and convergence across unconnected wallets.

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