Bitcoin's three-month price surge shows a clear internal structure that most traders might be overlooking—and understanding these patterns could sharpen market timing for anyone positioned in the digital asset space.
Market Context
The recovery from early February lows under $63,000 to current levels above $80,000 represents roughly a 31% gain over approximately three months. But as Velo's trading data reveals, those returns haven't been evenly distributed across the global trading day. The rally has clustered around specific sessions and hours, creating identifiable windows where liquidity and momentum have concentrated.
Analysis
Breaking down the trading day into three eight-hour sessions—APAC (00:00-08:00 UTC covering Tokyo, Singapore, Seoul, Sydney), Europe (08:00-16:00 UTC covering London and Frankfurt), and U.S. (16:00-00:00 UTC covering New York)—the data tells a clear story about where price discovery has been most active.
APAC hours have produced a return of 13% during this rally period, while the U.S. session contributed 11.5%. Europe lagged significantly at just 6.5%. The shift is particularly notable: for most of February and March, returns during U.S. hours were flat to negative while APAC led the recovery. But that flipped decisively in early April, with the U.S. session turning decisively positive.
Looking deeper into optimal entry windows, the midnight UTC candle—representing 00:00-01:00—has been the best-performing hour, generating an average return of 0.10% over three months. This sits at the intersection of late U.S. trading and early APAC hours when fresh liquidity enters markets. The second strongest hour is 15:00 UTC during the European session, while 06:00 UTC ranks as the worst single hour for positioning.
On a day-of-week basis, Monday emerges as the clearest edge in the data, averaging approximately 1.5% return over the past three months. Wednesday comes in a distant second at around 0.65%, with Friday mildly positive at roughly 0.3%. Thursday stands out as the worst single day at negative 0.55%. The weekday average sits around positive 0.4% while weekends average negative 0.25%.
Key Numbers
- Bitcoin's rally from early February lows to current levels: approximately 31% gain, moving from under $63,000 to over $80,000
- APAC session contribution: 13% of total three-month returns (00:00-08:00 UTC)
- U.S. session contribution: 11.5% of total returns (16:00-00:00 UTC)
- Europe session contribution: 6.5% of total returns (08:00-16:00 UTC)
- Best hour performance: midnight UTC candle averaging 0.10% return over three months
- Monday average daily return: approximately 1.5%—strongest day by wide margin
- Thursday average daily return: approximately negative 0.55%—worst single day
What to Watch
Traders looking to time entries should note that liquidity and momentum have concentrated in APAC and U.S. sessions, suggesting these windows remain critical for price discovery. The midnight UTC hour at the session crossover could continue offering optimal risk-reward for directional positioning. Monday's historical edge makes it particularly relevant for weekly swing traders establishing long exposure.
The data doesn't guarantee continuation of these trends, but understanding when price action has been most active in this cycle phase may help with position sizing and stop management. Watch whether APAC continues leading or if U.S. hours reclaim dominance as the rally matures through mid-May.