Citation
Ladóczki, B., Rásonyi, M., Tapolcai, J. “Where Does MEV Really Come From? Revisiting CEX–DEX Arbitrage on Ethereum.” arXiv:2604.15973v1 [cs.CR] (17 Apr 2026). BME / HUN-REN Rényi Institute / ELTE, Budapest.
Core Question
Where does MEV revenue originate, and how “dark” is it (i.e. does it harm users)? CEX–DEX arbitrage is the benign form — it keeps AMM prices aligned with the external market. But theory has underestimated its scale while empirics show it dwarfs atomic arb and sandwiches by orders of magnitude. The paper reconciles the gap.
Key Argument
- Most prior AMM models use the Black–Scholes SDE (geometric Brownian motion) with continuous price paths — prices move only in small increments.
- BS underestimates arbitrage profit by ignoring price jumps, which are precisely where arbitrage opportunities arise.
- They build an extended discrete-time AMM model where the price process = diffusive component + stochastic jumps with arbitrary noise distributions.
- A general discrete-time SDE lets them compute the stationary probability distribution via function iteration with geometric convergence, and they prove the mispricing process is an ergodic Markov chain.
- Implemented in C++; fit to Ethereum spot + AMM data (Uniswap V2 ETH–USDT pool).
Headline Findings
- Corrected theory shows CEX–DEX arbitrage requires trading volumes on the order of the total activity of major liquidity pools and yields profits comparable to total MEV — matching empirical observations that earlier (BS-based) models missed by orders of magnitude.
- Provides a natural theoretical explanation for why CEX–DEX volume exceeds atomic arb and sandwich volume by several orders of magnitude.
Connection to Wiki
- Strengthens Arbitrage: CEX-DEX and AMM Arb’s thesis that CEX–DEX arb (≈ LVR) is the dominant, largely-benign MEV source; the jump-diffusion correction is the theoretical complement to the empirical LVR literature.
- Methodologically adjacent to Paper Cluster (Apr–May 2026): AMM/LP Mathematics — IL, Path-Independent Fees, Stability, Polymarket, State Twins (ergodicity / stationary-distribution AMM models) and Paper: Pricing and Hedging for Liquidity Provision in CFMMs.
- Reframes the “how dark is MEV” question central to the MEV attribution literature.
See Also
- Arbitrage: CEX-DEX and AMM Arb — CEX-DEX arb and LVR
- Paper Cluster (Apr–May 2026): AMM/LP Mathematics — IL, Path-Independent Fees, Stability, Polymarket, State Twins — adjacent AMM stochastic-model cluster
- PropAMMs: Proportional AMMs and On-Chain Market Making — active liquidity as the LVR/CEX-DEX mitigation