Village报告：闭源大模型在性价比前沿重获主导地位
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2026年11月6日，Village发布的LLM Atlas数据显示，闭源大模型已在各预算区间的性价比前沿重新占据统治地位。数据显示，开源权重模型目前仅在3%的预算点位保持性价比最优，较同年6月的41%呈现骤降态势。这主要是由于OpenAI的GPT-6 Luna、GPT-6.1 Terra以及Anthropic的Claude Haiku 5.5等闭源模型，覆盖了此前由DeepSeek等占据的价格区间。
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- Hacker News · AISelectedClosed-source LLMs regain dominance on the cost-performance frontier
Data from Village's LLM Atlas indicates that closed-source models have regained dominance on the cost-performance frontier across all budget tiers, with open-weight models remaining the most cost-effective option at only 3% of budget points. This share plummeted from 41% in June, primarily because OpenAI's GPT-6 Luna and GPT-6.1 Terra, along with Anthropic's Claude Haiku 5.5, have captured price segments previously held by models such as DeepSeek.
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