{"slug":"spearbit","name":"Spearbit","domain":null,"verdict":"As of 2026-07-19, ChatGPT, Claude, Gemini, Grok collectively rank Spearbit #3 of 8 for smart contract audit firm. Source: https://modelsagree.com/product/spearbit (modelsagree.com, CC BY 4.0).","best_rank":3,"categories":1,"brief":{"category":"best-smart-contract-audit-firm","title":"Best smart contract audit firm","rank":3,"of":8,"top":"Trail of Bits","day":"2026-07-20","why":[{"t":"curated elite independent researchers","m":["ChatGPT","Claude","Gemini"],"q":"curates elite independent security researchers into dedicated audit squads"},{"t":"specialists matched to protocol type","m":["ChatGPT","Claude"],"q":"matched to the exact protocol type"},{"t":"top-tier manual review quality","m":["ChatGPT","Claude","Gemini"],"q":"delivering top-tier manual review quality without junior auditor dilution"}],"gap":[{"t":"formal methods and fuzzing","m":["ChatGPT"],"q":"exceptional cryptography, formal methods, fuzzing, protocol-design review"},{"t":"open-source tooling","m":["ChatGPT","Claude","Gemini"],"q":"open-source tooling such as Slither, Echidna, and Medusa"},{"t":"consistently rigorous public reports","m":["Claude"],"q":"consistently rigorous public reports with findings other firms miss"}],"fix":[{"t":"quality depends on researchers assigned","m":["ChatGPT","Claude"],"q":"Quality and availability depend partly on the particular researchers assigned"},{"t":"scheduling depends on researcher availability","m":["ChatGPT","Gemini"],"q":"Scheduling depends heavily on specific researcher availability"},{"t":"premium process is costly","m":["ChatGPT"],"q":"the premium process is costly"}]},"entries":[{"slug":"best-smart-contract-audit-firm","title":"Best smart contract audit firm","rank":3,"of":8,"score":10,"appearances":3,"modelRanks":{"ChatGPT":2,"Claude":3,"Gemini":3},"reason":"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.","reasons":[{"model":"ChatGPT","reason":"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."},{"model":"Claude","reason":"Marketplace model assembles bespoke teams of top independent researchers (many ex-top-5-firm leads and elite contest performers) matched to the exact protocol type, so you get specialist depth (e.g., perp DEX or restaking expertise) a generalist firm can't guarantee; Cantina adds competitive-review coverage on top of the private engagement."},{"model":"Gemini","reason":"Decentralized network that curates elite independent security researchers into dedicated audit squads, delivering top-tier manual review quality without junior auditor dilution."}],"fixes":[{"model":"ChatGPT","fix":"Quality and availability depend partly on the particular researchers assigned, and the premium process is costly."},{"model":"Claude","fix":"Quality varies with which researchers you land — it's a curation layer, not a single accountable bench, so outcomes depend on team composition and a strong internal point of contact to manage the engagement."},{"model":"Gemini","fix":"Scheduling depends heavily on specific researcher availability, requiring protocol teams to plan timelines well in advance."}],"updated":"2026-07-19","api":"https://modelsagree.com/api/v1/best/best-smart-contract-audit-firm.json"}],"page":"https://modelsagree.com/product/spearbit","check":"https://modelsagree.com/check?q=Spearbit","updated":"2026-07-21T04:28:25.186Z","attribution":"modelsagree.com, CC BY 4.0"}