能力 - 钛刻 - 科技风向旗 - 深度刻画技术趋势,引领数字未来 - 第11页 - 钛刻科技

[程序员] glm5.1， kimi2.6， minimax2.7， mimo v2.5， deepseek v4，编程能力上的排名如何？

先抛个砖：GLM5.1 > deepseek v4 > minimax2.7 ≥ mimo v2.5 ≈ kimi2.6

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tech v2ex.com 2026-04-26 16:38:27+08:00

codex的前端小技巧

新人加入L站，分享个前端开发小技巧: 鉴于gpt短期的前端能力相较于gemini等llm相对不足，在当前可以提供一个曲线救国的思路: 利用google当前的较高的stitch调用次数(无论是否pro账号)，可以白嫖高质量的特调gemini的前端开发能力，配合目前高质量的aweso

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tech linux.do 2026-04-26 15:21:58+08:00

表白我最喜欢的模型：Gemini-3-flash

快速，稳的，清晰的能力边界不会动不动出现幻觉结构化输出稳固全面强大的多模态能力 agent开发中，处理快速任务永恒的第一选择 sota模型一直在变，flash系列永远是我的白月光 15 个帖子 - 13 位参与者阅读完整话题

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tech linux.do 2026-04-26 13:40:11+08:00

[程序员] glm5.1， kimi2.6， minimax2.7， mimo v2.5， deepseek v4，编程能力上的排名如何？

先抛个砖：GLM5.1 > deepseek v4 > minimax2.7 ≥ mimo v2.5 ≈ kimi2.6

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tech v2ex.com 2026-04-26 12:25:08+08:00

glm5.1， kimi2.6， minimax2.7， mimo v2.5， deepseek v4，编程能力上的排名如何？

先抛个砖：GLM5.1 > deepseek v4 > minimax2.7 ≥ mimo v2.5 ≈ kimi2.6

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tech www.v2ex.com 2026-04-26 11:25:08+08:00

刚测完DeepSeek 4P前端，我表示很可以

它前端自主发挥能力不太行，但是抄作业能抄明白，它真的明白你要抄什么，比codex强很多！把原型给codex抄都抄不明白！！前端DS后端GPT稳了！ 5 个帖子 - 4 位参与者阅读完整话题

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tech linux.do 2026-04-26 01:35:01+08:00

有什么比较权威公正的平台测评大模型能力？

现在大模型跑分有可能是被注水的，也就是提前只针对题库特别训练或者搞一些特调的模型去跑分刷榜，也有各种野榜或者是那种商业平台刷榜花钱定制冠军，让人难以分辨，有没有公认比较公正无商业化的测评平台 4 个帖子 - 4 位参与者阅读完整话题

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tech linux.do 2026-04-26 00:57:15+08:00

DeepSeek V4 的防御能力好像提升了，破限更难了

以前的破限提示词用在 V4 上竟然不起作用了 3 个帖子 - 3 位参与者阅读完整话题

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tech linux.do 2026-04-26 00:39:59+08:00

gpt-image2究极套娃，你能过第几关？

豆包对于这个AI图片的辨认能力看上去能力一般啊。但是，真的是这样吗？第二关来袭（点击了解更多详细信息）其实这个图是gpt-image2生成的，各位佬友有没有发现呢？现在gpt-image2生图的能力已经可以做到让大部分人第一眼发现不出端倪了。不过他们最近好像加强了第三方

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tech linux.do 2026-04-25 23:58:14+08:00

计算机类工程博士都要带资进组吗

大龄硕士一枚，代码能力尚可，但没成果（之前在工业届做码农），最近了解到貌似工程博士在扩招，但是要带资进组，懂得佬来说说，有没有穷人读博的建议 2 个帖子 - 2 位参与者阅读完整话题

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tech linux.do 2026-04-25 23:28:20+08:00

感觉dsv4的数学能力应该是国内第一

国内其他大模型几乎没有做得对的，特别第二题，gpt用上代码解释器也得做非常久 (k2.6能对第一题，但明显背出来的，一上来就在验证正确答案) 2 个帖子 - 2 位参与者阅读完整话题

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tech linux.do 2026-04-25 21:23:47+08:00

这就是claude effort max的能力吗?我有点无力吐槽

我回答的是B,然后他说是D. 上下文只有15%. 1 个帖子 - 1 位参与者阅读完整话题

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tech linux.do 2026-04-25 21:13:42+08:00

[分享创造] 用古法网页端对话模式搞了一个网站测试 ChatGPT pro 的能力

公众号上看到有博主说 ChatGPT pro 模型的编程能力非常🐂🍺,很多 codex 开 xhigh 解决不了的问题,用 pro 能解决.我心想着测试一下,给了 ChatGPT 一个网站的模板代码,让他基于模板代码和设计稿完成一个网站的搭建. 坑次坑次干了 30 分钟,给我了一

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tech v2ex.com 2026-04-25 15:18:11+08:00

关于吹爆DS捞针能力下我对企业级RAG的思考

叠甲: 企业级RAG开发初学者, 还是有很多我不太明白的地方, 不吝赐教! 这两天高强度刷L站发现大家对于DS长上下文能力的赞誉,我现在对我当前在做的企业级RAG产生了巨大的怀疑… 当前我的RAG大量是基于适配短上下文而建立的,写了超级多的分段逻辑/向量化流程等,那现在我怀疑,如

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tech linux.do 2026-04-25 14:18:51+08:00

一个简单的任务实测，简单测试deepseekv4flash的能力

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tech linux.do 2026-04-25 12:13:15+08:00

gpt5.5 前端能力

感觉 gpt5.5 比 5.4 前端审美、代码重构能力强了不少啊, 处理前端屎山的能力也强了，项目真实场景使用后的个人感受，不是用那些测试 case. 1 个帖子 - 1 位参与者阅读完整话题

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tech linux.do 2026-04-25 10:19:54+08:00

是我的打开方式不对吗？dsv4怎么体感做题能力还下降了

放学回来听说dsv4出来了还听说特别厉害兴高采烈地打开，随便抛了几道题看看，然而做题时间动辄10分钟以上（怎么比v3.2还慢了呀），做出来的方法也很丑陋，同样的题G3.1pro能在2min的时间做全对并且能讲得很明白（这点是最需要的），v3.2也能在10分钟内做全对，这是怎么回

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tech linux.do 2026-04-25 09:32:51+08:00

今天烧了一百块钱让deepseekv4帮我改大论文，随便聊几句

v4的中文表达能力个人觉得确实强了很多。之前我一直用kimi辅助完成中文写作和润色，现在我觉得v4的写作比k2.6要强。 v4的1M上下文是真1M啊，太舒服了。我没测试那么多但是两三百K上下文的时候也很强很舒服。我一开始是接在claude code里用的（官方最新版），但是后来

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tech linux.do 2026-04-25 01:14:52+08:00

佬友们有没有什么“闪电般”快速的模型推荐

佬友们有没有什么“闪电般”快速的模型推荐，想做智能需求路由模型，所以意图理解能力要至少能用 9 个帖子 - 6 位参与者阅读完整话题

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tech linux.do 2026-04-25 00:54:31+08:00

chat.deepseek.com 还没有上线V4版本吗？

在官网对话，还是V3，没有多模态的能力 4 个帖子 - 4 位参与者阅读完整话题

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