ModelsAgree

Head-to-head

Kernel vs Steel

Steel 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 on demand, reasoning shown verbatim.

Kernel0 wins
Steel1 win

Why the models rank Kernel — on best hosted browser infrastructure for agents using authenticated websites

Best authentication stack: persistent profiles, automated re-authentication, 1Password, SSO/OAuth, MFA, encrypted credentials, isolated VMs, stealth, and human handoff. Usage pricing and standby mode suit intermittent agents.

Why the models rank Steel — on best hosted browser infrastructure for agents using authenticated websites

Open-source browser infrastructure paired with a managed cloud service, providing persistent session profiles, built-in proxy rotation, and full deployment flexibility without vendor lock-in; near-tie with Browserbase for teams prioritizing self-hosting capabilities. (Assumes open control and data sovereignty are critical).

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