Quant-Lab · Research Archive

Crypto research, including what failed

Crypto perpetual-futures research: market structure, order flow, and systematic strategies. Negative results kept.

34documents
6themes
26figures
15result write-ups

Market structure & intraday

When the market is open, how deep it is, and how that changes across the clock and the calendar.

Note27 Oct 2026

When is the market actually awake? Intraday activity in IST

The intraday activity profile of 49 perps on the Indian clock: where liquidity lives, where it dies, and why the quiet hours are quieter rather than dead.

17 KB · html
Note25 Oct 2026

BTC volatility: 2025 vs 2026 (YTD)

BTC realized volatility in 2025 against 2026 year-to-date, decomposed into close-to-close, intraday, Parkinson and range measures.

5 KB · html
Note23 Sep 2026

BTC–ZEC Daily Correlation Study — September 2026

A suspected BTC–ZEC inverse relationship that turns out to live entirely in the levels of two non-stationary price series. ETH as control.

146 KB · html

Order flow & CVD

Hypothesis-driven tests of cumulative volume delta: absorption, failed sweeps, spot–perp divergence and flow-confirmed breakouts.

Brief9 Oct 2026

Task: Research and Backtest Historical CVD–Price Relationships

The original research brief: formulate falsifiable CVD–price hypotheses, implement them rigorously, and keep the negative results.

13 KB · html
Report9 Oct 2026

CVD Research — Hypothesis Report (2026)

Combined dashboard across the H-series order-flow hypotheses.

22 KB · html
Design9 Oct 2026

Spot–Perp CVD Divergence Study — Methodology (frozen)

Spot versus perp CVD divergence: frozen design.

15 KB · html
Results9 Oct 2026

Spot–Perp CVD Divergence — Results (exploratory, in-sample 2026)

First result in the series — no edge from spot–perp flow divergence.

2 KB · html
Design9 Oct 2026

H1 — Price Absorption: Design & Repository Assessment

H1, price absorption: design and repository assessment.

13 KB · html
Results9 Oct 2026

H1 — Price Absorption — Results (exploratory, 2026 in-sample)

H1 exploratory pass, 2026 in-sample.

3 KB · html
Findings9 Oct 2026

H1 — Price Absorption: Findings & Recommendation

H1 verdict: all seven preregistered criteria fail. Retained as a negative.

4 KB · html
Design9 Oct 2026

H2 — Failed Liquidity Sweeps: Design (frozen)

H2, failed liquidity sweeps: frozen design.

10 KB · html
Results9 Oct 2026

H2 — Failed Liquidity Sweeps — Results (exploratory, 2026 in-sample)

H2 exploratory pass, 2026 in-sample.

3 KB · html
Findings9 Oct 2026

H2 — Failed Liquidity Sweeps: Findings & Recommendation

H2 verdict: aggressive flow after a failed sweep does not predict reversal.

4 KB · html
Design9 Oct 2026

H3 — Flow-Confirmed Breakout Continuation: Design (frozen)

H3, flow-confirmed breakout continuation: frozen design.

9 KB · html
Results9 Oct 2026

H3 — Flow-Confirmed Breakout — Results (62 crypto perps)

H3 on 62 crypto perps.

4 KB · html
Results9 Oct 2026

H3 — Flow-Confirmed Breakout — Results (100-symbol universe)

H3 on the full 100-symbol universe including TradFi.

5 KB · html
Findings9 Oct 2026

H3 — Flow-Confirmed Breakout Continuation: Findings & Recommendation

H3 verdict: aligned flow adds nothing to the breakout itself.

4 KB · html

Trend & EMA systems

Signal and parameter sweeps on 1-hour candles, with walk-forward selection and explicit execution costs.

Design12 Oct 2026

Research Study: EMA Crossover Strategies on Binance Data

EMA crossover study design.

9 KB · html
Results12 Oct 2026

EMA-Crossover Strategies on Binance 1h Data — Research Results

143 EMA pairs × 6 variants on 10 perps: no configuration survives walk-forward selection.

16 KB · html
Note12 Oct 2026

EMA9/20 crosses as a directional signal — 10 coins, 1h

EMA9/20 crosses as a directional signal on ten coins, 1h.

6 KB · html
Design12 Oct 2026

DeepSeek Research Prompt: Bollinger Basis SMA vs EMA Crossover — Quantitative Study

EMA/SMA cross study design.

16 KB · html
Results12 Oct 2026

Bollinger Basis (SMA20) vs EMA Crossovers — 1h Crypto Perps

EMA/SMA crossover results across the 1h universe.

39 KB · html
Design14 Oct 2026

Untitled

EMA momentum study design.

18 KB · html
Results14 Oct 2026

EMA Momentum (ROC), Acceleration & Spread Dynamics — Binance 1h Perps

EMA momentum results.

40 KB · html
Design14 Oct 2026

DeepSeek Research Prompt: Multi-Factor Alpha Discovery Using EMA Momentum, CVD, Volatility, and Price Response

EMA crosses filtered by flow (MFA) — design.

23 KB · html
Results14 Oct 2026

EMA Momentum × CVD × Volatility × Price Response — Multi-Factor Alpha Study

Does CVD improve EMA cross entries? Results.

24 KB · html

Breakouts, regimes & out-of-sample

Range expansion, confluence filters, and the frozen-method re-run on a genuine temporal split.

Study22 Sep 2026

Breakout, Confluence and Regime Study — BTCUSDT

Breakouts, confluence filters and volatility regimes on BTCUSDT — the prior negative that later flow studies have to beat.

20 KB · html
Results10 Oct 2026

Out-of-Sample Order-Flow Hypotheses — design 2025 / test 2026

Out-of-sample order-flow hypotheses: design 2025, test 2026.

17 KB · html
Report10 Oct 2026

Out-of-Sample Order-Flow Hypotheses — 2025 design / 2026 test

The frozen H-series methods re-run on a genuine 2025-design / 2026-test split.

15 KB · html

Low-volatility structure

Quiet upward grinds after a bearish impulse — do they break up or break down?

Design17 Oct 2026

AlphaFlow Quant Research: Low-Volatility Upward Drift Breakdown Study (1H)

How often does a small, low-volatility upward consolidation break down rather than up?

14 KB · html
Results17 Oct 2026

Low-Volatility Grind Break-Down — Results (v1)

Low-volatility grind, v1 results.

35 KB · html
Design17 Oct 2026

AlphaFlow Quant Research V2: Low-Volatility Upward Grind → Breakout Continuation (1H)

V2: does the same structure break upward and continue, beyond ordinary drift?

9 KB · html
Results17 Oct 2026

Low-Volatility Grind Break-Up — Results (v2)

Low-volatility grind, v2 results.

48 KB · html

Data & infrastructure

What the lab needs next to answer questions it currently cannot.

Proposal10 Oct 2026

Hyperliquid Market-Data Acquisition — Proposal

Acquiring the full Hyperliquid universe — 1m OHLCV with taker-buy split, funding and OI — in the shape the lab already uses.

16 KB · html

Data