Bitcoin ATH after each halving: timing, volume patterns, and what 2024 suggests

Quant look at when Bitcoin set its ATH after each halving, how the current cycle compares, and what the volume profile (2020 vs 2024) may be signaling.

Bitcoin Halving Cycle Volume Analysis ⏱ 8 min 🗓 Aug 31, 2025
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by BytesInFinance
Quant analysis • Crypto markets

1. ATH timing by halving

The chart below aligns each cycle to its halving (Day 0) and marks the day the cycle ATH was set: ≈371 days after the 2012 halving, ≈525 after 2016, and ≈546 after 2020. In the current cycle, a new ATH occurred near ≈481 days — earlier than 2016/2020 but later than 2012. That doesn't automatically settle the cycle: it simply places 2024 between the “early” and “late” historical patterns.

Bitcoin price after each halving with ATH markers and volume subplot
Bitcoin — log-scale price by cycle (top) and daily volumes by cohort (bottom). Vertical dashed lines mark the day-of-cycle ATH for each halving. Credit: bytesinfinance.com.

Historically, halving cycles have delivered their final highs at different tempos. The current placement around Day ≈481 implies three plausible paths: (A) continuation to a later, higher high; (B) the high is already in; (C) an extended structure (double-top or broad top) before resolution. Timing alone is a blunt instrument; we need volume and breadth to confirm.

2. Volume profile & cycle analogs

The 2020 cycle (blue bars) printed a pronounced volume spike roughly ~250 days before the ultimate ATH, followed by a relative maximum ahead of the final push. In the current cycle (orange), we see a potentially similar setup: a prior burst of activity before a local (relative) high. Analog ≠ certainty, but it’s a useful prior.

Watchlist:
  • Breakout confirmation: higher highs on expanding spot+perp volume and improving OBV.
  • Fail-break risk: new highs on shrinking volume, heavy funding/OOI skew, narrowing breadth.
  • Market breadth: leadership broadening beyond a few names usually accompanies durable advances.

If breakouts occur on rising volume with healthy breadth, probability of a later higher high increases (Path A). Conversely, repeated fail-breaks with fading volume elevate the odds that the ATH is already in (Path B), while choppy breadth and alternating squeezes often precede a double-top/extended structure (Path C).

3. Methodology

  • Data: daily OHLCV. Prices in USD; cycles anchored at halving dates (2012-11-28, 2016-07-09, 2020-05-11, 2024-04-19).
  • Charting: log-scale price for comparability across magnitudes; cohort-colored volume subplot.
  • Annotations: vertical dashed lines mark day-of-cycle ATHs (~371, ~525, ~546; current ~481).
  • Caveats: exchange coverage and methodology for “volume” differ; treat signals comparatively, not absolutely.

This is descriptive research, not investment advice. Blend with your own trend, volatility, and risk signals.

4. Reproducibility & code

Chart generated with a custom Python script (pandas + numpy + matplotlib). The script aligns cycles by halving date, computes ATH days, and renders the volume subplot by cohort.

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