Unverified50% confidenceOpinionExact time
效率型模型以远低于旗舰模型的推理成本（通常低5-10倍）提供接近旗舰模型80-90%的能力表现
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/11/2026
First Seen
Valid until: 11/9/2026
Sources
Google SDK代码泄露Gemini 4 Flash：新一代轻量模型即将到来？
Related Claims
UnverifiedA carefully designed workflow can enable a mid-tier model to produce results close to those of top-tier models at less than one-tenth of the cost.80% similarUnverifiedThrough a gradient-based model scheduling strategy, 80% of simple tasks are handled by the cheapest model and only 5% of complex tasks invoke the top-tier model, reducing overall costs by 60–70%.76% similarUnverified大模型的推理成本与参数量大致成正比，而实际业务中约80%的任务可以由中小规模模型胜任76% similarUnverifiedModel distillation technology can reduce inference costs by 5–10 times.76% similarUnverified轻量版模型单次推理的算力消耗往往只有旗舰版本的十分之一甚至更低75% similar
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