{"data":{"post":{"title":"GLM-5.2：高性价比套餐、视觉支持和 Agent 设置","subtitle":"","isPublished":true,"createdTime":"2026-06-26T00:00:00.000Z","lastModifiedTime":null,"license":null,"tags":["AI","Agent"],"category":"Programming","file":{"childMdx":{"excerpt":"上周 Claude Code 和 Codex 额度用光之后，我试了一下 GLM 5.2，发现它的能力和 GPT 5.…","code":{"body":"function _objectWithoutProperties(source, excluded) { if (source == null) return {}; var target = _objectWithoutPropertiesLoose(source, excluded); var key, i; if (Object.getOwnPropertySymbols) { var sourceSymbolKeys = Object.getOwnPropertySymbols(source); for (i = 0; i < sourceSymbolKeys.length; i++) { key = sourceSymbolKeys[i]; if (excluded.indexOf(key) >= 0) continue; if (!Object.prototype.propertyIsEnumerable.call(source, key)) continue; target[key] = source[key]; } } return target; }\n\nfunction _objectWithoutPropertiesLoose(source, excluded) { if (source == null) return {}; var target = {}; var sourceKeys = Object.keys(source); var key, i; for (i = 0; i < sourceKeys.length; i++) { key = sourceKeys[i]; if (excluded.indexOf(key) >= 0) continue; target[key] = source[key]; } return target; }\n\nconst layoutProps = {};\nreturn class MDXContent extends React.Component {\n  constructor(props) {\n    super(props);\n    this.layout = null;\n  }\n\n  render() {\n    const _this$props = this.props,\n          {\n      components\n    } = _this$props,\n          props = _objectWithoutProperties(_this$props, [\"components\"]);\n\n    return React.createElement(MDXTag, {\n      name: \"wrapper\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `上周 Claude Code 和 Codex 额度用光之后，我试了一下 GLM 5.2，发现它的能力和 GPT 5.5 是一档的。`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `但是，中国官方网站的套餐买不到，并且服务稳定性和速度都较差。我这边自己探索了一些替代方案，分享给大家。`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `这篇文章讲三件事：`), React.createElement(MDXTag, {\n      name: \"ul\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ul\"\n    }, `高性价比 GLM-5.2 套餐有哪些，以及它们各自的取舍。`), React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ul\"\n    }, `缺少视觉支持实际会卡在哪里，现在的 agent 又是怎么绕过去的。`), React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ul\"\n    }, `怎么在主流 coding agent 里通过文中所展示的套餐配置 GLM-5.2。`)), React.createElement(MDXTag, {\n      name: \"h2\",\n      components: components\n    }, `高性价比套餐`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `我现在会这样看这些套餐。`), React.createElement(MDXTag, {\n      name: \"table\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"thead\",\n      components: components,\n      parentName: \"table\"\n    }, 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React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `200K`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `5/5`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `自动路由到支持视觉的模型。`)), React.createElement(MDXTag, {\n      name: \"tr\",\n      components: components,\n      parentName: \"tbody\"\n    }, React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `Devin`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `付费用户 7 月 5 日前免费。`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `免费期间几乎没有实际上限。`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `200K`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `未验证。`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `未验证。`)), React.createElement(MDXTag, {\n      name: \"tr\",\n      components: components,\n      parentName: \"tbody\"\n    }, React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `OpenCode Go`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `首月 `, React.createElement(MDXTag, {\n      name: \"inlinemath\",\n      components: components,\n      parentName: \"td\"\n    }, `{5 USD/月，之后}`), `10 USD/月。`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `$60 USD/月 使用上限。`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `1M`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `5/5`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `不支持。`)), React.createElement(MDXTag, {\n      name: \"tr\",\n      components: components,\n      parentName: \"tbody\"\n    }, React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `Ollama Pro/Max`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `Pro `, React.createElement(MDXTag, {\n      name: \"inlinemath\",\n      components: components,\n      parentName: \"td\"\n    }, `{20 USD/月，Max}`), `100 USD/月。`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `按我的使用记录估算，大约每周 3,200 个请求。`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `1M`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `5/5`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `不支持。`)))), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `如果你已经在付费使用 `, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"p\"\n    }, `Cursor`), `，它过去是最省事的入口。但现在情况变了：GLM-5.2 High 对付费用户不再免费，所以 Cursor 不再是默认的高性价比路线。但是它的优势还在视觉路由。如果任务里经常有图片，它仍然值得放在备选里；如果你只关心低成本 GLM-5.2 访问，我不会从它开始。`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"p\"\n    }, `Devin`), ` 免费期内很有吸引力。付费用户可以免费用 GLM-5.2 到 7 月 5 日，而且免费期间的用量体感也接近无限。我没有 Devin 付费账号，没法替你验证它的视觉支持。`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"p\"\n    }, `OpenCode Go`), ` 便宜也快，不过 $60 USD/月 的用量上限会影响长程 agent 任务的使用体验。如果你想在 OpenCode 里用 GLM-5.2，或者想用一个低成本套餐在多个 agent 里试水，它很合适。`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"p\"\n    }, `Ollama Pro/Max`), ` 更适合重度用户。我的使用记录是 412 个请求用了 87.2% session 用量，961 个请求用了 30% 周用量，换算下来大约每周 3,200 个请求。我在 8 小时内做了两个客户端/服务器端架构的 web app，用掉了 15% 周用量。`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `我不建议选择 `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"p\"\n    }, `bigmodel.cn`), ` 或 `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"p\"\n    }, `z.ai`), `。它们都由智谱运营，而智谱正是开发 GLM-5.2 的团队。`, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"p\"\n    }, `bigmodel.cn`), ` 不保证 SLA，还需要实名验证。`, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"p\"\n    }, `z.ai`), ` 的价格是 `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"p\"\n    }, `bigmodel.cn`), ` 的两倍。`), React.createElement(MDXTag, {\n      name: \"h2\",\n      components: components\n    }, `视觉支持`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `视觉支持是硬限制。GLM-5.2 看不了图片。所以这里关键是 agent 能不能把任务里的视觉部分转给别的地方处理。`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `Cursor 做得最好。它会把视觉理解任务自动路由到支持视觉的模型，然后让 GLM-5.2 继续写代码。`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `我无法验证 Devin 的视觉支持，因为我没有 Devin 付费账号。`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `使用 `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"p\"\n    }, `bigmodel.cn`), ` 或 `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"p\"\n    }, `z.ai`), ` 的套餐时，ZCode 会自动路由视觉理解任务。但如果走的是 Ollama Pro/Max 或 OpenCode Go，就没法这样处理。`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `在 OpenCode 里，替代方案是把视觉任务交给一个使用具备视觉能力模型的 subagent。这个办法能用，但交接很别扭。视觉 subagent 不能和 browser-use 或 computer-use MCP 无痛共享状态。我正在做一个 plugin，让这套流程更自然；目前我还不知道有可用的开源替代方案。`), React.createElement(MDXTag, {\n      name: \"h2\",\n      components: components\n    }, `配置你的 Agent`), React.createElement(MDXTag, {\n      name: \"h3\",\n      components: components\n    }, `OpenCode Go`), React.createElement(MDXTag, {\n      name: \"h4\",\n      components: components\n    }, `在 OpenCode 里使用 OpenCode Go`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `按 OpenCode 自带的设置流程来：`), React.createElement(MDXTag, {\n      name: \"ol\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ol\"\n    }, `订阅 OpenCode Go。`), React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ol\"\n    }, `在 OpenCode Go 的 API Keys 页面创建一个 `, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"li\"\n    }, `API key`), `。`), React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ol\"\n    }, `在 OpenCode 中运行 `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"li\"\n    }, `/connect`), `。`), React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ol\"\n    }, `选择 `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"li\"\n    }, `OpenCode Go`), `。`), React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ol\"\n    }, `粘贴你在 OpenCode Go 的 API Keys 页面创建的 `, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"li\"\n    }, `API key`), `。`), React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ol\"\n    }, `运行 `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"li\"\n    }, `/models`), `。`), React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ol\"\n    }, `选择 `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"li\"\n    }, `GLM-5.2`), `。`)), React.createElement(MDXTag, {\n      name: \"h4\",\n      components: components\n    }, `在 ZCode 里使用 OpenCode Go`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `使用下面这些值：`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"p\"\n    }, `Base URL:`), ` `, React.createElement(MDXTag, {\n      name: \"a\",\n      components: components,\n      parentName: \"p\",\n      props: {\n        \"href\": \"https://opencode.ai/zen/go/v1\"\n      }\n    }, `https://opencode.ai/zen/go/v1`)), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"p\"\n    }, `API Format:`), ` Chat Completions`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"p\"\n    }, `Model Name:`), ` glm-5.2`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"p\"\n    }, `Context Window Size:`), ` 976000`), React.createElement(MDXTag, {\n      name: \"h3\",\n      components: components\n    }, `Ollama Pro/Max`), React.createElement(MDXTag, {\n      name: \"h4\",\n      components: components\n    }, `在 OpenCode 里使用 Ollama Pro/Max`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `使用官方启动命令：`), React.createElement(MDXTag, {\n      name: \"pre\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"code\",\n      components: components,\n      parentName: \"pre\",\n      props: {\n        \"className\": \"language-shell\"\n      }\n    }, `ollama launch opencode --model glm-5.2:cloud\n`)), React.createElement(MDXTag, {\n      name: \"h4\",\n      components: components\n    }, `在 Claude Code 里使用 Ollama Pro/Max`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `使用官方启动命令：`), React.createElement(MDXTag, {\n      name: \"pre\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"code\",\n      components: components,\n      parentName: \"pre\",\n      props: {\n        \"className\": \"language-shell\"\n      }\n    }, `ollama launch claude --model glm-5.2:cloud\n`)), React.createElement(MDXTag, {\n      name: \"h4\",\n      components: components\n    }, `在 Codex 里使用 Ollama Pro/Max`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `使用官方启动命令：`), React.createElement(MDXTag, {\n      name: \"pre\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"code\",\n      components: components,\n      parentName: \"pre\",\n      props: {\n        \"className\": \"language-shell\"\n      }\n    }, `ollama launch codex --model glm-5.2:cloud\n`)), React.createElement(MDXTag, {\n      name: \"h4\",\n      components: components\n    }, `在 ZCode 里使用 Ollama Pro/Max`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `使用下面这些值：`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"p\"\n    }, `Base URL:`), ` `, React.createElement(MDXTag, {\n      name: \"a\",\n      components: components,\n      parentName: \"p\",\n      props: {\n        \"href\": \"https://ollama.com/v1\"\n      }\n    }, `https://ollama.com/v1`)), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"p\"\n    }, `API Format:`), ` Chat Completions or Responses`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"p\"\n    }, `Model Name:`), ` glm-5.2-cloud`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"p\"\n    }, `Context Window Size:`), ` 976000`), React.createElement(MDXTag, {\n      name: \"h2\",\n      components: components\n    }, `我的结论`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `GLM-5.2 High 对付费用户不再免费之后，Cursor 不再是默认起点。它仍然是视觉路由做得最好的客户端，所以当任务需要处理图片，并且你能接受 Cursor 当前价格时，可以把它留在备选里。`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `如果你主要用 CLI，而且想要更大的上下文，Ollama Pro 是现实的起点。如果你是重度用户，Ollama Max 更合理。两者都很快，都给你 1M 上下文，而且 launch 命令省掉了大部分 setup。`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `如果你想要最便宜的能在多个 agent 中使用的订阅，OpenCode Go 仍然有用。不过 $60 USD/月 的使用限制会让它跑重度循环时最难受。`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `我的结论就是这样。GLM-5.2 是一个很强的 coding 模型，而这些高性价比套餐让它真正实用。视觉仍然是短板。`));\n  }\n\n}\nMDXContent.isMDXComponent = true;","scope":""},"headings":[{"value":"高性价比套餐","depth":2},{"value":"视觉支持","depth":2},{"value":"配置你的 Agent","depth":2},{"value":"OpenCode Go","depth":3},{"value":"在 OpenCode 里使用 OpenCode Go","depth":4},{"value":"在 ZCode 里使用 OpenCode Go","depth":4},{"value":"Ollama Pro/Max","depth":3},{"value":"在 OpenCode 里使用 Ollama Pro/Max","depth":4},{"value":"在 Claude Code 里使用 Ollama Pro/Max","depth":4},{"value":"在 Codex 里使用 Ollama Pro/Max","depth":4},{"value":"在 ZCode 里使用 Ollama Pro/Max","depth":4},{"value":"我的结论","depth":2}]}}},"earlierPostExcerpt":{"slug":"/post/2026/05/how-i-built-the-dynamic-workflow-4-month-before-anthropic-3d29","title":"我是如何领先 Anthropic 四个月做出 Dynamic Workflow 的","subtitle":"","createdTime":"2026-05-29T00:00:00.000Z","tags":["AI","Agent"],"category":"Programming","file":{"childMdx":{"excerpt":"上周，Opus 4.8 与 Claude Code  dynamic workflows  同时发布。而早在四个月前，我就在 Opus 4.5 上构建了一个等效插件  charge ，只需提供 prompt，它就能创建并编排由 subagent 驱动的可复用工作流。 Charge 在这里是「冲锋」的意思——即很多个 subagents 冲锋帮你完成任务。 不久后，我便放弃了这个项目，因为事实证明，动态生成 subagent(s) 并复用其工作流只是个伪需求。不过，基于 subagent 的编排依然是我在 Claude Code 日常工作的核心。如今，我已转用  amplify…"}}},"laterPostExcerpt":null},"pageContext":{"postId":"6ad54098-95c6-5831-ada9-07a82bb659d6","earlierPostId":"21aa96bf-a1fc-5942-852c-61f445a812ef","laterPostId":null}}