{"data":{"post":{"title":"GLM 5.2: Affordable Providers, Vision, and Agents","subtitle":"","isPublished":true,"createdTime":"2026-06-26T00:00:00.000Z","lastModifiedTime":null,"license":null,"tags":["AI","Agent"],"category":"Programming","file":{"childMdx":{"excerpt":"After running out of Claude Code and Codex quota last week, I tried GLM-5.2 on real code. It felt…","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    }, `After running out of Claude Code and Codex quota last week, I tried GLM-5.2 on real code. It felt like a GPT-5.5-tier model for coding-agent work.`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `The official China domestic plans were not practical for me: it is always out of stock, and the stability and speed were poor. So I tested alternative ways to use GLM-5.2.`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `This post gives you three things:`), React.createElement(MDXTag, {\n      name: \"ul\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ul\"\n    }, `A provider comparison for using GLM-5.2 affordably.`), React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ul\"\n    }, `A practical map of the vision gap and how current agents work around it.`), React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ul\"\n    }, `A setup guide for OpenCode Go and Ollama Pro/Max in mainstream coding agents.`)), React.createElement(MDXTag, {\n      name: \"h2\",\n      components: components\n    }, `Affordable Providers`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `My current provider map looks like this.`), React.createElement(MDXTag, {\n      name: \"table\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"thead\",\n      components: components,\n      parentName: \"table\"\n    }, React.createElement(MDXTag, {\n      name: \"tr\",\n      components: components,\n      parentName: \"thead\"\n    }, React.createElement(MDXTag, {\n      name: \"th\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `Provider`), React.createElement(MDXTag, {\n      name: \"th\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `Price`), React.createElement(MDXTag, {\n      name: \"th\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `Usage Limits`), React.createElement(MDXTag, {\n      name: \"th\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `Context Window`), React.createElement(MDXTag, {\n      name: \"th\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `Speed`), React.createElement(MDXTag, {\n      name: \"th\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `Vision Support`))), React.createElement(MDXTag, {\n      name: \"tbody\",\n      components: components,\n      parentName: \"table\"\n    }, 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    }, `Cursor`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `$20 USD/month`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `Depends on Cursor's current paid model limits.`), 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    }, `Auto-routes to vision-capable models.`)), 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    }, `$0 USD/month for paid users until July 5.`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `Almost no practical limit while it is free.`), 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    }, `Unverified.`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `Unverified.`)), 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    }, `First month: `, React.createElement(MDXTag, {\n      name: \"inlinemath\",\n      components: components,\n      parentName: \"td\"\n    }, `{5 USD/month. 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Max:}`), `100 USD/month.`), React.createElement(MDXTag, {\n      name: \"td\",\n      components: components,\n      parentName: \"tr\",\n      props: {\n        \"align\": null\n      }\n    }, `About 3,200 requests per week in my observed use.`), 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    }, `Not supported.`)))), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"p\"\n    }, `Cursor`), ` used to be the easiest path if you already paid for it because GLM-5.2 High came at no extra cost. Now that paid users no longer get it for free, Cursor is no longer the obvious affordable route. It still has the edge when you need the client to route visual work to another model, but for low-cost GLM-5.2 access, I would start elsewhere.`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"p\"\n    }, `Devin`), ` is attractive during the free window. GLM-5.2 is free for paid users until July 5, and usage also feels close to unlimited while it remains free. I cannot speak to its vision path because I do not have a paid Devin account to test it.`), 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`), ` is cheap and fast, but its $60 USD/month usage cap changes the feel of long agent runs. It is a good fit when you want GLM-5.2 in OpenCode or when you want to experiment with a low-cost provider across agents.`), 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`), ` is the better fit for heavy users. My observed usage: 412 requests for 87.2% session usage, and 961 requests for 30% weekly usage, which implies about 3,200 requests per week. I built two client-server web apps within 8 hours and spent 15% weekly usage.`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `I do not recommend `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"p\"\n    }, `bigmodel.cn`), ` or `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"p\"\n    }, `z.ai`), ` as the default route for this setup. Zhipu, the lab that builds GLM-5.2, runs both. `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"p\"\n    }, `bigmodel.cn`), ` does not guarantee SLA and requires KYC verification. `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"p\"\n    }, `z.ai`), ` is twice as expensive as `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"p\"\n    }, `bigmodel.cn`), `.`), React.createElement(MDXTag, {\n      name: \"h2\",\n      components: components\n    }, `Vision Support`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `Vision is the hard boundary. GLM-5.2 does not see images. The useful question is whether the agent can route the visual part of the task somewhere else.`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `Cursor handles this best. It auto-routes vision-understanding tasks to a model that supports vision, then lets GLM-5.2 continue the coding work.`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `I cannot verify Devin's vision support because I do not have a paid Devin account.`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `ZCode auto-routes vision-understanding tasks when you use a `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"p\"\n    }, `bigmodel.cn`), ` or `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"p\"\n    }, `z.ai`), ` plan. That path does not work with images through Ollama Pro/Max or OpenCode Go.`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `In OpenCode, the workaround is to delegate visual tasks to a subagent backed by a vision-capable model. It works, but the handoff is clumsy: the vision subagent does not share state smoothly with browser-use or computer-use MCP sessions. I am building a plugin to make that flow feel native, and I do not know of an open-source alternative yet.`), React.createElement(MDXTag, {\n      name: \"h2\",\n      components: components\n    }, `Configure Your Agents`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `The setup is simple, but the routes differ. 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components: components,\n      parentName: \"p\"\n    }, `Context Window Size:`), ` 976000`), React.createElement(MDXTag, {\n      name: \"h2\",\n      components: components\n    }, `Where I Landed`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `Cursor is no longer the default starting point now that GLM-5.2 High is not free for paid users. It still handles vision routing better than the other paths, so keep it in mind when visual tasks matter and you accept Cursor's current pricing.`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `If you work mostly in terminal agents and want a larger context window, Ollama Pro is the practical starting point. If you are a heavy user, Ollama Max is the one that makes sense. Both are fast, both give you a 1M-class context window, and the launch commands remove most setup work.`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `If you want the cheapest cross-agent subscription, OpenCode Go is still useful, but the $60 USD/month usage cap makes it the least comfortable option for heavy loops.`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `That is where I land: GLM-5.2 is a strong text-first coding model, and the affordable providers make it practical. Vision remains the boundary.`));\n  }\n\n}\nMDXContent.isMDXComponent = true;","scope":""},"headings":[{"value":"Affordable Providers","depth":2},{"value":"Vision Support","depth":2},{"value":"Configure Your Agents","depth":2},{"value":"OpenCode Go","depth":3},{"value":"Using OpenCode Go in OpenCode","depth":4},{"value":"Using OpenCode Go in ZCode","depth":4},{"value":"Ollama Pro/Max","depth":3},{"value":"Using Ollama Pro/Max in OpenCode","depth":4},{"value":"Using Ollama Pro/Max in Claude Code","depth":4},{"value":"Using Ollama Pro/Max in Codex","depth":4},{"value":"Using Ollama Pro/Max in ZCode","depth":4},{"value":"Where I Landed","depth":2}]}}},"earlierPostExcerpt":{"slug":"/post/2026/05/how-i-built-the-dynamic-workflow-4-month-before-anthropic-3d29","title":"How I Built The Dynamic Workflow 4 Months Before Anthropic","subtitle":"","createdTime":"2026-05-29T00:00:00.000Z","tags":["AI","Agent"],"category":"Programming","file":{"childMdx":{"excerpt":"Last week, Opus 4.8 shipped with Claude Code  dynamic workflows . 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