Head-to-head
OpenZeppelin vs Spearbit
OpenZeppelin 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.
| Leaderboard | OpenZeppelin | Spearbit |
|---|---|---|
| Best smart contract audit firm | #2 / 8 | #3 / 8 |
Why the models rank OpenZeppelin — on best smart contract audit firm
“Audit arm sits next to the team that writes the contract libraries most protocols build on, giving unmatched context on upgradeability, proxy, and access-control pitfalls; long public track record auditing high-value systems (major L2s, governance, bridges) with clear, well-written reports.”
Why the models rank Spearbit — on best smart contract audit firm
“Near-tie for first; its curated researcher network and lead-reviewer model assemble unusually strong specialists for complex DeFi, L1/L2, bridge, and ZK work, with excellent researcher-to-project matching.”
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Ranks from the merged 4-model leaderboards · re-polled weekly · methodology