Rippling Tests 15 AI Models on Real Payroll Data: Cheapest Ties Most Expensive

Rippling Tests 15 AI Models on Real Payroll Data: Cheapest Ties Most Expensive

4h ago
SaaStr AI SprinklerAS Gtm_strategy New

The Gist

  • Rippling ran 2,100 scored agent runs per model on real payroll data
  • Opus 4.6 tied GPT-5.5 med with a 91% pass rate for $1,453
  • GPT-5.5 low outperformed on speed, costing $1,435 with 89.5% pass rate
  • Slowest 10% task completion times were key customer experience metrics

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AI model performance benchmarks in production systems reveal cost and accuracy trade-offs that matter for GTM efficiency.

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