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Strategies / Stat arb / Cross-DEX basis trade

Cross-DEX basis trade

A market-neutral pairs strategy that captures price dislocations between Uniswap v4 spot and Hyperliquid perps using a Kalman-filtered z-score. MEV-protected via solver routing.

@kira.eth
0x9c4a...8e21 · verified Q1 2026
running · LIVE Sharpe 3.42 $12.4M AUM v4.2.1
Cumulative return · live
+218.4% +24.8% · 30d
since inception · Jan 12 2024
Strategy HODL ETH S&P 500
+200% +150% +100% +50% 0%
Drawdown
−6.2% max · 84 days to recover
since Jan 2024
0% −4% −8%

How it works

The strategy maintains a long-short pair between ETH spot (Uniswap v4 on Base) and ETH perpetual futures (Hyperliquid). The thesis: when funding rates diverge from the spot-perp basis, a mean-reverting arbitrage window opens.

Signal generation

We compute the rolling z-score of the basis spread using a Kalman filter with adaptive Q/R, then enter when |z| > 1.8 and exit when |z| < 0.4. The Kalman update lets the model react to regime changes without a hard lookback.

Risk model

  • Position sizing capped at 8% of NAV per leg
  • Hard stop at z > 4.5 (regime-break detection)
  • Funding-rate sanity check before any entry
  • MEV-protected execution via 1inch Fusion solver

Capacity

Live tested up to $50M AUM in simulation; current capacity floor is ~$25M before slippage starts eating 30bp+ of monthly return. The strategy is intentionally closed at $25M to protect Sharpe.

Kira Eleftheriou @kira.eth

Former Citadel statistical arb desk. Published 12 strategies on Quantum since Jan 2024. Specializes in cross-venue basis trades and Kalman-based signal filtering.

12 strategies
+22.4% median 90d
8.4k followers
$48M total AUM

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