EffectHub

Compare 3,300+ AI tools by measured effect and trust

by pahaa97

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Oct 21, 2026 AI & Machine Learning

ai comparison catalog effectiveness tool scores trust metrics

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EffectHub is an independent catalog of more than 3,300 AI tools, built for choosing between them rather than just browsing.Every tool card carries two separate 0-100 scores. The Effect score combines search demand, reader ratings, corroboration by other catalogs and whether the product is still alive. The Trust score looks at the site itself: domain age, certificate and other safety checks. The two are never merged, so a popular tool on a brand-new domain shows up as exactly that.Each tool page shows pricing with its source, the date the tool was last checked, alternatives that do the same job and head-to-head comparison pages. Search works by product name, by the job to be done or by category. The same catalog is open to AI assistants through a public, read-only MCP server, with no API key.