Unverified50% confidenceOpinionExact time

AI产业正从训练侧向推理侧转型，推理侧竞赛以每秒Token吞吐量、每Token能耗和首Token延迟为核心指标

1

Sources

50%

Confidence

Long-term

Relevance

7/25/2026

First Seen

Sources

中国开源AI模型为何越打越强？三条逆袭路径深度拆解

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UnverifiedAI基础设施正在从'训练优先'向'推理优先'转变84% similar UnverifiedAI行业正在经历从比谁更强到比谁更便宜、更好用的范式转变，推理效率取代训练规模成为竞争新制高点82% similar Unverified当前行业趋势是AI训练与推理的算力配比正从早期的8:2逐步转向3:7甚至2:879% similar VerifiedAI编程范式的核心转变是：编程的瓶颈已从'记忆语法'转移到'需求表达的精准度'78% similar UnverifiedAI服务的算力消耗主要发生在推理（Inference）阶段，而非一次性完成的模型训练阶段78% similar

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