Unverified50% confidenceBenchmarkExact time
When committing to 95% accuracy, a difficulty-based routing strategy costs 32% of what always using the large model costs.
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Long-term
Relevance
10/12/2026
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Related Claims
UnverifiedWhen committing to 90% accuracy, a cascade strategy with a verifier costs only 28% of what always using the large model costs.79% similarUnverified23% of organizations have already built model routing capabilities to flexibly dispatch across different models and control costs.71% similarUnverifiedUnder a 512-token inference budget, the approach achieves 100% routing accuracy and 98.3% overall accuracy, with word problem accuracy reaching 93.3%.70% similarUnverifiedThe oracle router knows in advance which cases the small model will get wrong, sends only the wrong requests to the large model, and achieves accuracy comparable to always using the large model at only 29% of the cost.66% similarUnverifiedIn model selection, pursuing the last few percentage points of performance often requires paying several times or even dozens of times more in cost.66% similar
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