{"version":"1.0","generated_at":"2026-11-15T09:00:43.632242","id":3971,"slug":"gemini-4-carbon-takes-the-matharena-crown-but-costs-15-times-more-than-gpt-6-1-sol","title":"Gemini 4 Carbon 登顶 MathArena，但成本是 GPT-6.1 Sol 的 15 倍","summary":"Google 的 Gemini 4 Carbon 成为近期首个在 MathArena 数学基准上超越 OpenAI 的模型，把 GPT-6.1 Sol 挤到身后，Claude Fable 5.2 位列第二。但测试所用推理设置下，它的成本约为 GPT-6.1 Sol 的 15 倍，Fable 5.2 更高达 40 倍；其常见问题是超时，且几乎从不主动放弃任务。","abstract":"Gemini 4 Carbon 登顶 MathArena，但成本是 GPT-6.1 Sol 的 15 倍 Google 的 Gemini 4 Carbon 成为近期首个在 MathArena 数学基准上超越 OpenAI 的模型，把 GPT-6.1 Sol 挤到身后，Claude Fable 5.2 位列第二。但测试所用推理设置下，它的成本约为 GPT-6.1 Sol 的 15 倍，Fable 5.2 更高达 40 倍；其常见问题是超时，且几乎从不主动放弃任务。 Google 的 Gemini 4 Carbon 成为近期首个在 MathArena 数学基准上超越 OpenAI 的模型，把 GPT-6.1 Sol 挤到身后，Claude Fable 5.2 位列第二。但测试所用推理设置下，它的成本约为 GPT-6.1 Sol 的 15 倍，Fable 5.2 更高达 40 倍；其常见问题是超时，且几乎从不主动放弃任务。 原贴提到：Google's Gemini 4 Carbon has become the first non-OpenAI model in a whil 来源：the-decoder.com Google 的 Gemini 4 Carbon 成为一段时间以来首个登上 MathArena 数学基准榜首的非 OpenAI 模型。它把 GPT-6.1 Sol 从第一的位置挤了下来，而 Claude Fable 5.2 位列第二，这使它可能成为数学任务上最强的公开可用模型之一。 最近据称解出纳维-斯托克斯方程这类高难度方程的 OpenAI 模型，目前尚未公开可用。 G…","access_level":"member","access_label":"免费阅读","access_mode":"full","is_preview":false,"canonical_url":"https://opc.beizhux.com/content/3971/gemini-4-carbon-takes-the-matharena-crown-but-costs-15-times-more-than-gpt-6-1-sol","html_url":"https://opc.beizhux.com/content/3971/gemini-4-carbon-takes-the-matharena-crown-but-costs-15-times-more-than-gpt-6-1-sol","json_url":"https://opc.beizhux.com/content/3971/gemini-4-carbon-takes-the-matharena-crown-but-costs-15-times-more-than-gpt-6-1-sol.json","published_at":"2026-11-15T00:48:01","updated_at":"2026-11-15T08:56:40","category":{"slug":"ai-business","name":"AI小生意项目库"},"source":{"site":"the-decoder.com","author":"Matthias Bastian","url":"https://the-decoder.com/gemini-4-carbon-takes-the-matharena-crown-but-costs-15-times-more-than-gpt-6-1-sol/"},"tags":["Gemini 4 Carbon","MathArena","基准测试","基准评测","推理模型","模型成本","模型选型"],"topics":[{"slug":"ai-side-business","name":"AI副业","url":"https://opc.beizhux.com/topics/ai-side-business","reason":"这篇内容命中「项目、小生意、变现」等主题信号。"},{"slug":"ai-tools","name":"AI工具","url":"https://opc.beizhux.com/topics/ai-tools","reason":"这篇内容命中「模型、Claude」等主题信号。"}],"keywords":["AI小生意项目库","AI副业","AI工具","工具","自动化","模型","Cursor","Claude","Agent","工作流","副业","创业"],"questions":[{"question":"Gemini 4 Carbon 登顶 MathArena，但成本是 GPT-6.1 Sol 的 15 倍主要讲什么？","answer":"Google 的 Gemini 4 Carbon 成为近期首个在 MathArena 数学基准上超越 OpenAI 的模型，把 GPT-6.1 Sol 挤到身后，Claude Fable 5.2 位列第二。但测试所用推理设置下，它的成本约为 GPT-6.1 Sol 的 15 倍，Fable 5.2 更高达 40 倍；其常见问题是超时，且几乎从不主动放弃任务。"},{"question":"这篇文章最值得关注的要点是什么？","answer":"Google 的 Gemini 4 Carbon 成为近期首个在 MathArena 数学基准上超越 OpenAI 的模型，把 GPT-6.1 Sol 挤到身后，Claude Fable 5.2 位列第二。但测试所用推理设置下，它的成本约…；原贴提到：Google's Gemini 4 Carbon has become the first non-OpenAI model in a whil；来源：the-decoder.com"},{"question":"这篇文章和哪些AI专题相关？","answer":"它适合放在AI副业、AI工具专题里阅读。 关联原因：这篇内容命中「项目、小生意、变现」等主题信号。；这篇内容命中「模型、Claude」等主题信号。"},{"question":"阅读这篇文章建议先理解哪些关键词？","answer":"建议先理解AI工具、工具、自动化、模型、Cursor这些关键词，再结合正文判断工具、机会或风险是否值得进入自己的工作流。"}],"terms":[{"slug":"ai-tools-term","name":"AI工具","definition":"在AI觉醒星球里，「AI工具」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 不只看工具热度，更看它能不能进入真实流程。","topic_slug":"ai-tools","topic_name":"AI工具","topic_title":"AI工具：模型、插件、自动化与实战场景","topic_url":"https://opc.beizhux.com/topics/ai-tools","topic_path":"/topics/ai-tools","url":"https://opc.beizhux.com/glossary/ai-tools-term","path":"/glossary/ai-tools-term","json_url":"https://opc.beizhux.com/glossary/ai-tools-term.json"},{"slug":"tools","name":"工具","definition":"在AI觉醒星球里，「工具」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 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