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Updates, guides, and deep dives into Ethereum infrastructure

2026

Introducing EthIQ

Introducing EthIQ

March 5, 20265 min readsamcm, parithosh, qu0b

An Ethereum protocol knowledge benchmark for AI models

#ethiq#ai#ethereum#benchmark
EVM Gas Profiling: New Execution Trace Data

EVM Gas Profiling: New Execution Trace Data

February 11, 20265 min readmatty, savid 🚂

New EVM execution trace data in the Xatu dataset, a Gas Profiler in The Lab, and a Gas Repricing Simulator for testing gas schedule changes against real blocks.

#xatu#execution-layer#gas#evm#lab#data
Fusaka: More Blobs, Less Votes, Broken Hearts?

Fusaka: More Blobs, Less Votes, Broken Hearts?

January 15, 20265 min readsamcm

Investigating how attestation performance changes as blobs change through Fusaka, BPO1, and BPO2.

#xatu#data#timing-games#blobs
Our Roadmap for 2026

Our Roadmap for 2026

January 9, 202611 min readsavid 🚂, samcm, matty, pk910, skylenet, qu0b, barnabasbusa, parithosh

A look at what's coming up for ethPandaOps in 2026!

#xatu#data#execution#l2#roadmap#l1

2025

Introducing The Lab

Introducing The Lab

November 14, 20257 min readsamcm, savid 🚂, matty

Introducing the new The Lab platform

#data#lab
Fusaka bandwidth estimation

Fusaka bandwidth estimation

October 3, 202512 min readparithosh, samcm

Analysis of bandwidth used by various types of nodes after Fusaka

#fusaka
Fusaka-Devnet-5 BPO Analysis

Fusaka-Devnet-5 BPO Analysis

September 18, 202513 min readsamcm

Analysis of blob parameter optimization values from fusaka-devnet-5 to inform safe initial values for the Fusaka fork.

#fusaka
Scaling Ethereum: The Path to 45M Gas Limit and Beyond

Scaling Ethereum: The Path to 45M Gas Limit and Beyond

June 30, 20256 min readparithosh, pk910

An analysis of Ethereum’s gas limit scaling strategy through performance testing and security analysis

#ethereum#gaslimit#scaling
EIP-7691 Retrospective

EIP-7691 Retrospective

May 30, 202512 min readsamcm

Deep dive into EIP-7691 and the impact on the network

#ethereum#eip7691#analysis