A look at the staking ratio and what its continued growth means for Ethereum.
Analysis of 6 weeks of post-merge on-chain data: validator returns, block building trends, and the rise of MEV-boost.
A look at the impact of execution layer fees (MEV) on Ethereum validator economics post-merge, modelling the full distribution of validator returns.
Evaluating EIP-1559 against its stated goals: did it reduce overpayment and improve transaction inclusion speed?
Analysis of how the Altair beacon chain fork changes validator reward structures, including increased variability from sync committees and harsher penalties for delayed attestations.
Comparing modelled beacon chain validator rewards against real mainnet data, analysing attestation efficiency and proposal performance.
How much can Ethereum validators earn? A model of beacon chain rewards covering base rewards, block proposal variability, and the impact of imperfect participation.
Key findings from analysis of the Medalla Ethereum testnet data challenge.
Comparing the performance of Prysm, Lighthouse, Teku, Nimbus and Lodestar on the Medalla testnet.
Analysis of network health metrics from the Medalla testnet, including attestation effectiveness and anomaly detection.
Analysis of Medalla testnet validator participation rates, introducing a taxonomy of validator behaviour.
Data pre-processing steps for an entry to the Ethereum Medalla Data Challenge, covering canonical block identification and attestation decoding.
Examining EIP-1559’s fee burn mechanism through the lens of fairness.
A deep dive into how Uniswap returns are calculated for liquidity providers.
An analysis of Uniswap’s liquidity provider returns.
