Saastr iconSaastrAug 18, 2026

Rippling Ran 2,100 Scored Agent Runs Per Model on Real Payroll Data. The Cheapest Model Tied the Most Expensive One.

Rippling's President and CPO Matt MacInnis published something most B2B companies have and almost none share: a real test of AI models doing real work inside a real production system.

Rippling Ran 2,100 Scored Agent Runs Per Model on Real Payroll Data. The Cheapest Model Tied the Most Expensive One.

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Rippling's President and CPO Matt MacInnis published something most B2B companies have and almost none share: a real test of AI models doing real work inside a real production system. Rippling Tested 15 AI Models on Real Payroll Data.

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