Independent AI Benchmarks
Cutting through the hype with real benchmarks and evaluations — no marketing claims, just repeatable results.
Which AI agents handle real incidents best? We run structured SRE scenarios and measure agent performance across fault categories and environment complexity.
Which extensions actually improve your workflow? We evaluate coding-agent extensions — plugins, MCP servers, and skills — with repeatable benchmark suites.
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SRE agent benchmarks run structured incident-response scenarios against real infrastructure — measuring fault detection, remediation speed, and accuracy across difficulty levels. Extension evaluations use repeatable benchmark suites to score coding-agent plugins, MCP servers, and skills on real-world workflow tasks.
Read the full methodology“As an engineer, I was missing practical day-to-day guidance that cuts through the AI hype and marketing claims. n8t.dev runs real benchmarks and evaluations so you don't have to take anyone's word for it.”