Survived out-of-sample so far: 0 / 4 — every death published

We test crypto strategies with academic rigor. When they don't work, we publish that too.

Most crypto strategies look profitable — until you test them on data they've never seen. We run that test on every idea, in public, and document the result whether it survives or dies.

4Hypotheses tested
143.5kFunding settlements
4.4Years of data
1Strategy invalidated
IS/OOSStrict validation
Market Structure

Current regime, recalculated from market data

Our research infrastructure classifies the structural state of the crypto market — trend and volatility — from real price history. ApexQuant classifies market structure. It does not predict returns.

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Strategy Graveyard

The strategies we tested and rejected

Every failed hypothesis, documented publicly with full IS/OOS results. Nobody else in crypto does this.

Now testing

Hypothesis #5 — spec frozen before any code.

Verdict published when out-of-sample completes: survives or joins the graveyard.

Get the verdict
✕ InvalidatedOOS Failed

Funding Rate Arbitrage

Promise

15–30% APR delta-neutral

Reality

-0.05% CAGR OOS · Sharpe -0.71

2022–2026 · 143k settlements

Read full postmortem
Coming soonOverfit

Volatility Breakout

Promise

Trend capture on volatility expansion

Status

Postmortem in preparation

Single-asset

In preparation
Coming soonMarginal

Cross-Sectional Reversion

Promise

Mean reversion across the cross-section

Status

Postmortem in preparation

Cross-sectional

In preparation
Methodology

How we test honestly

The crypto research industry has a survivorship bias problem. Our method is built to remove it.

The validation pipeline
HypothesisDefine a priori
In-Sample2022 — 2024
Freeze universeNo leakage
Out-of-Sample2025 — 2026
VerdictValidated / Invalidated

Strict IS/OOS splits

We never optimize on the same data we report. Out-of-sample is frozen and touched exactly once.

A priori verdicts

Pass/fail thresholds are defined before we see any results. No moving goalposts after the fact.

No parameter mining

One parameter choice, justified in advance. We don't sweep fifty thresholds until one looks good.

Public Strategy Graveyard

Every failed hypothesis is documented with full results. Negative findings are first-class output.

Market Intelligence

Data, validated before it ships

A small set of free, daily-updated views. The rest is reserved for subscribers — and only published once it passes our own validation.

Opportunity RankingsFree

Cross-asset funding & carry, ranked by structural quality.

Structural Quality Pro

Persistence and autocorrelation scoring per symbol.

Regime OverlayFree

BTC return-regime classification, updated daily.

Funding Dispersion Pro

Cross-sectional funding rate spread across 24 pairs.

Exchange Divergence Pro

Basis and funding divergence across venues.

Full dashboards open as the research lab validates each layer.

See what's included →

Be there when the first strategy survives.

So far: 0 of 4 made it past out-of-sample. Every verdict lands in your inbox — survivors and casualties alike. Free, no spam, unsubscribe anytime.

Join researchers and allocators who prefer method over hype.