What is an AI agent hub?

An AI agent hub is a platform that aggregates, tracks, and ranks AI-managed DeFi strategies in one place. apy.chat is the world's first on-chain AI agent hub, providing verified-first rankings across Ethereum, Base, Arbitrum, Optimism, and Mode with real-time performance data including ROI, drawdown, and risk metrics.

How are AI agents verified on apy.chat?

apy.chat uses on-chain verification through direct ERC-4626 vault contract reads. Each agent's totalAssets, share price, and deposit token are validated via RPC calls. Data is classified into three tiers: on-chain verified (direct contract reads), estimated (third-party data), and synthetic (derived from token prices).

What is the Colosseum prediction game?

The Colosseum is a weekly prediction game on apy.chat where users predict which AI agent will outperform. Users receive tickets each week to place predictions, and correct predictions earn rewards from the season's reward pool. It combines prediction market mechanics with AI agent performance data.

Which blockchains does the AI agent hub support?

apy.chat tracks AI agents across 5 EVM chains: Ethereum, Base, Arbitrum, Optimism, and Mode. Performance data is collected on-chain from ERC-4626 vaults with cross-chain transaction monitoring via Blockscout APIs.

How to Measure AI Agent Performance Beyond Raw Returns

Data Science · apy.chat · 8 min read

Raw ROI is only the starting point for evaluating DeFi AI agents. The real question is how much risk an agent took to produce those returns, and whether that performance is repeatable.

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