Large token unlocks attract simple conclusions: more supply means lower price. The mechanism is more conditional. Unlock size matters, but holder type, cost basis, liquidity and hedging routes often matter more.

1. Measure the liquid impact

Compare the unlock with circulating supply and normal spot volume. A headline percentage of total supply can exaggerate an event when most tokens remain non-transferable. Conversely, a modest unlock can matter in a thin market.

2. Identify the recipient

Team, investor, ecosystem and community allocations have different incentives. Early investors with a low cost basis may have room to distribute aggressively. Treasury tokens may be earmarked for grants or market-making. The vesting contract and project disclosures are the starting points; aggregator calendars are discovery tools, not final evidence.

3. Look for advance positioning

Perpetual funding, basis, open interest and borrow demand can show how traders are preparing. A crowded short before an unlock can create a squeeze even if the medium-term supply story is bearish.

4. Define the observation window

Supply is not absorbed at midnight on the unlock date. Transfers, exchange deposits and negotiated sales can happen over days or weeks. We monitor the period before and after the event rather than grading the thesis on one candle.

The output is not a binary prediction. It is a pressure map: available supply, likely sellers, liquidity depth, derivative positioning and the evidence that would invalidate the view.