Reasoning (low/medium/high/xhigh/ultra/max...) 如何选择?
我之前一直都是顶着 max/ultra 跑,现在模型越来越贵,一个月花了几百美金实在是不够用,开始要审视模型的 token 消耗了。
我看了下 [这个链接](https://artificialanalysis.ai/agents/coding-agents?agents=codex-gpt-5-6-sol-max%2Ccodex-gpt-5-6-sol-high%2Ccodex-gpt-5-6-sol-low%2Ccodex-gpt-5-6-sol-medium%2Ccodex-gpt-5-6-sol-none%2Ccodex-gpt-5-6-sol-xhigh%2Cclaude-code-opus-5-high%2Cclaude-code-opus-5-low%2Cclaude-code-opus-5-max%2Cclaude-code-opus-5-medium%2Cclaude-code-opus-5-xhigh%2Cgrok-build-grok-4-5-high%2Cclaude-code-glm-5-2&coding-agents-token-usage-chart=token-usage)。其实这些模型的 Artificial Analysis Coding Agent Index 差别不大,但是 Token Usage 差异巨大,导致最终的成本差异也巨大。



所以,请问各位大佬,平时 vibecoding ,一般在推理上怎么做选择,到底差异大不大,我自己体感是差异没那么大,难道做 plan 先用强模型,执行用稍微弱一点的?
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原文链接:[点击查看](https://www.v2ex.com/t/1229846)
我看了下 [这个链接](https://artificialanalysis.ai/agents/coding-agents?agents=codex-gpt-5-6-sol-max%2Ccodex-gpt-5-6-sol-high%2Ccodex-gpt-5-6-sol-low%2Ccodex-gpt-5-6-sol-medium%2Ccodex-gpt-5-6-sol-none%2Ccodex-gpt-5-6-sol-xhigh%2Cclaude-code-opus-5-high%2Cclaude-code-opus-5-low%2Cclaude-code-opus-5-max%2Cclaude-code-opus-5-medium%2Cclaude-code-opus-5-xhigh%2Cgrok-build-grok-4-5-high%2Cclaude-code-glm-5-2&coding-agents-token-usage-chart=token-usage)。其实这些模型的 Artificial Analysis Coding Agent Index 差别不大,但是 Token Usage 差异巨大,导致最终的成本差异也巨大。



所以,请问各位大佬,平时 vibecoding ,一般在推理上怎么做选择,到底差异大不大,我自己体感是差异没那么大,难道做 plan 先用强模型,执行用稍微弱一点的?
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原文链接:[点击查看](https://www.v2ex.com/t/1229846)
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