Skip to main content

Overview

This section provides step-by-step guides for common validator operations. Each guide includes code examples, best practices, and links to the relevant API endpoints.
Use-case guides focus on choosing endpoints, sequencing requests, and turning responses into operational decisions.

Calculate Validator Rewards

Track and calculate validator earnings across consensus and execution layers.

Introduction

Overview of reward endpoints, when to use aggregate vs. list APIs, and quick start examples.

Custom Range Rewards

Calculate rewards for any date range by iterating through epochs.

Tax Year Calculations

Get per-epoch rewards for tax reporting with fiat conversion guidance.

Dashboard Private Sets

Organize validators into groups and query by dashboard_id or group_id.

Epoch & Time Zones

Convert between epochs, timestamps, and local time zones.

Monitor Validator Performance

Track efficiency, identify issues, and measure returns.

BeaconScore Overview

Understand BeaconScore components and how to fetch performance metrics.

Rank & Compare Entities

Rank staking entities by BeaconScore, validator count, network share, and distribution.

Benchmark Entity vs Network

Benchmark a selected entity against the network baseline and inspect sub-entities.

Private Entity Benchmarking

Use dashboards as private entity definitions and benchmark them against network performance.

Embed BeaconScore

Integrate BeaconScore into your product with attribution guidelines.

Analyze Missed Rewards

Identify lost rewards by duty type and quantify downtime costs.

APY & ROI Metrics

Calculate annual returns with execution/consensus layer breakdown.

MEV Analysis

Measure relay bid timing, compare operators and validator sets, and investigate individual proposals.

Introduction

Choose the right MEV timing endpoint and understand timing bands, histograms, and data freshness.

Compare MEV Timing

Benchmark daily entity behavior against the network and profile your validator sets.

Investigate a Block

Audit the winning bid, later alternatives, value left on the table, and full relay bid ladder.

Track Queues & Operations

Monitor network queues and plan validator operations.

Introduction

Overview of the Queue APIs, the staking queues, and how to choose an endpoint.

Estimate Queue Wait Times

Turn queue lengths and churn rates into activation and exit ETAs.

Staking Inflows & Outflows

Measure pending ETH in transit — deposits awaiting activation and exits awaiting redemption.

Quick Reference

Each guide includes Python and JavaScript code examples. Look for the API Endpoint note at the top of each document to find the relevant API.