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Canli Capital

Research

Crypto Multi-Venue Funding Aggregation (probe): a killed candidate

Verdict: KILLED Stage: screen prototype
Identity: multivenue_funding

Would aggregating funding across exchanges beat our Binance-only carry signal? No — null by its own pre-registered rule (promote required +0.10 Sharpe at 90% bootstrap confidence). The reason is structural: Binance and Bybit annualized funding are 0.94 correlated across 12,425 instrument-weeks, so there is almost no independent information to aggregate. The adjacent 'harvest on the best-paying venue' idea dies on arithmetic too — a median cross-venue gap of ~2.4%/yr against a four-legged ~30bp round trip implies a 22-day breakeven hold, marginal before you even price second-tier venue custody risk. The live sleeve stays Binance-only on its blessed config. Byproduct kept: a multi-exchange funding lake (Bybit deep history via mirror; OKX public history is depth-capped at ~90 days, a data finding worth recording). Reproduce: scripts/probe_multivenue_funding.py.

Why it was worth testing

This died at the screen stage, before a full walk-forward was ever run. Screening exists so that ideas which cannot clear a coarse, cost-aware bar do not consume the far more expensive machinery behind it. A screen kill is a cheap kill, and it is published for the same reason as an expensive one: the trial was still spent, and it still raises the evidence bar for everything already in the book.

The result

Measure Value
Screen net Sharpe not separately measured

What this does and does not say

It says this configuration, on this data, net of the costs we charge, did not clear the bar it pre-registered. It does not say the underlying economic effect does not exist, that no implementation of it works, or that someone with different data or different execution would reach the same conclusion. A null is evidence about a test, not a proof about a market.

It also does not say the trial was free. Every hypothesis tested raises the deflated-Sharpe hurdle for every sleeve already in the book, including the ones that survived. That is why the kill count is published beside the survivor count rather than behind it.