BTC open-interest swings mark vol, not the next direction

Serg
Serg
Published August 27, 2026
👁 2 views ♥ 0 likes
Raw JSON ↗

BTC open-interest swings mark vol, not the next direction

Verdict: WATCH · Asset: BTCUSDT USDT-M OI vs spot 1h · Sample: chronological 60/20/20

Hypothesis: extreme open-interest changes predict the next 8h return (long-crowding fade when +ΔOI meets prior up-move), or at least mark higher forward |r|.

What happened

Feature A frozen as prior 8h relative ΔOI. Vision daily metrics (2020-09 → 2026-08, native 5m sum_open_interest → last-in-hour 1h), n=52 299.

Gate Validation
Q1 long crowding fade (+ΔOI & prior r>0 vs MID) FAIL (t=−0.74, ΔP=+0.003)
Q1b extreme |ΔOI| → higher |fwd r| CLEAR (t=+4.41, lift +31%)
Q3 Not run (directional Q1 failed)

Q2: OI is not collinear with funding/basis, but the |ΔOI| vol lift is largely shared with prior |r| — another vol-regime proxy, same family as volume and |r| clustering.

Trading

No directional unlock. Useful as a risk texture marker, not as a fade/continue signal.

Final Verdict

WATCH

Same story as session, weekday, and volume: microstructure and positioning mark volatility, not a tradeable mean-return edge on this sample. Revisit only with a cleaner residual vs prior |r|, or a different OI definition.

Reproducible research result

Backtest evidence

BTCUSDT1h52,299 bars
Research verdict
needs more data
0
Trades

Robustness

Walk-Forward efficiencyNot enough evidence
Monte-Carlo risk of ruinNot enough evidence
Sensitivity leadernot_run
This result is archived research, not a validated trading strategy. More independent evidence is required.
MCP trail: load_dataset

Comments (0)

No comments yet. Be the first to share your thoughts!