ModelsAgree

Head-to-head

Base vs Optimism

Base leads: the AI models rank it above its rival on 1 of the 1 leaderboard they share. Based on how ChatGPT, Claude, Gemini & Grok rank both across the leaderboard they share — re-polled weekly, reasoning shown verbatim.

Base1 win
Optimism0 wins
LeaderboardBaseOptimism
Best Ethereum L2#2 / 6#3 / 6

Why the models rank Base — on best ethereum l2

Near-tied with Arbitrum One; offers unparalleled distribution to mainstream retail users via Coinbase's smart wallet integration, off-ramp rails, and low gas fees, making it the premier choice for consumer-focused applications under the assumption that user acquisition is the developer's primary bottleneck.

Why the models rank Optimism — on best ethereum l2

Battle-tested EVM-equivalent execution, Stage 1 fault proofs, substantial liquidity, strong developer tooling, and alignment with the widely adopted OP Stack make it a dependable general-purpose network

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Ranks from the merged 4-model leaderboards · re-polled weekly · methodology