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Rippling ran 2,100 scored agent runs per model across 15 models on real payroll data. The cheapest model, GLM 5.2, matched GPT-5.5 low's accuracy at a fraction of the cost. Opus 4.6 beat newer Anthropic models on accuracy and cost less.
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