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Hacker News:AI 熱帖·· 5 小時前AI 評分27

封閉式 AI 模型主導性價比前沿

Closed AI models dominate the price-performance frontier

AI 導讀

文章指出,封閉式 AI 模型在性價比前沿佔主導。評論指出,這種優勢會隨新模型推出而變動,性價比亦非唯一考量。開放模型可供檢視和客製化,尤其可在本機執行的模型仍具重要性。

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Closed AI models dominate the price-performance frontier (village.dev) 19 points by kevin_hu1 hour ago | hide | past | favorite | 6 comments help Image 2hedora2 minutes ago | next[–] Without knowing which dots are which, this is useless. Let’s say I want to run qwen 27B or flash next on a machine I own, off solar panels that are also sunk cost. How did they price the marginal cost of a token? Depreciation on the box + reverse billing opportunity cost with the power company? reply Image 3dofm4 minutes ago | prev | next[–] Despite its simplicity, price-performance is not the only metric; this obsession is a typical consequence of extreme overextension of the Friedman doctrine, and it is why so much software and hardware has been qualitatively shitty even when it matters that it’s not. That something can be measured doesn’t automatically make it preferable as a decision-making basis over intangibles. reply Image 4noosphr26 minutes ago | prev | next[–] That's to be expected since all the proprietary models were just released. Give it six months and the Chinese labs will distill from the proprietary models like they did last time. reply Image 5meowface23 minutes ago | parent | next[–] Yes, but then at that point the newest proprietary models will dominate the price-performance frontier. reply Image 6yogthos37 minutes ago | prev | next[–] Even as the article points out, this fluctuates constantly. In a few months, we're guaranteed to get a new batch of open models, and the balance will shift again. What's more important is that open models can be inspected, they can be customized, and you don't have to worry that a company will decide that you're not allowed to use them for stuff like reverse engineering things or do security work. That's why open models, and especially ones you can run locally will always be important. When you're renting closed models, you're basically a serf who has no say in how the model can be used. reply Image 7pupppet3 minutes ago | prev[–] Oh really? I have tasks that DeepSeek 4.1 Flash is absolutely murdering everything else on price–performance. reply Image 8 Guidelines | FAQ | Lists | API | Security | Legal | Apply to YC | Contact Search:

來源:Hacker News:AI 熱帖 · news.ycombinator.com