AI Inference Cost

DataFunSummit

Nov 13, 2026 · Artificial Intelligence

Decision Models Cut AI Inference Costs 98%, But 97% Accuracy ≠ 63% Document Success

Google's Gemini Decision 1 and Amazon's Strands Decider show specialized decision models can slash inference costs by 98% for high-volume classification tasks, but benchmarks reveal per-item accuracy (97%) doesn't guarantee whole-document success (63%), urging enterprises to measure cost per correctly completed business transaction rather than per-model-call.