{"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 using GLM-5.2 on real code, I would put it in the GPT-5.5 tier for coding-agent work. This…","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    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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   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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      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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`), ` is the easiest path if you already pay for it. 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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. Both of them are run by Zhipu, the lab builds GLM 5.2. `, 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 details are mechanical, but the distinction matters: OpenCode Go and Ollama Pro/Max expose different routes. Keep their endpoints separate.`), React.createElement(MDXTag, {\n      name: \"h3\",\n      components: components\n    }, `OpenCode Go`), React.createElement(MDXTag, {\n      name: \"h4\",\n      components: components\n    }, `Using OpenCode Go in OpenCode`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `Use OpenCode's native setup:`), React.createElement(MDXTag, {\n      name: \"ol\",\n      components: components\n    }, React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ol\"\n    }, `Subscribe to OpenCode Go`), React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ol\"\n    }, `Create an `, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"li\"\n    }, `API key`), ` from the OpenCode Go's API Keys page.`), React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ol\"\n    }, `Run `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"li\"\n    }, `/connect`), ` in OpenCode.`), React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ol\"\n    }, `Select `, 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    }, `Paste the `, React.createElement(MDXTag, {\n      name: \"strong\",\n      components: components,\n      parentName: \"li\"\n    }, `API key`), ` you created in the OpenCode Go's API Keys page.`), React.createElement(MDXTag, {\n      name: \"li\",\n      components: components,\n      parentName: \"ol\"\n    }, `Run `, 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    }, `Select `, React.createElement(MDXTag, {\n      name: \"inlineCode\",\n      components: components,\n      parentName: \"li\"\n    }, `GLM-5.2`), `.`)), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `The official docs describe this path directly. Use it before trying any manual provider file.`), React.createElement(MDXTag, {\n      name: \"h4\",\n      components: components\n    }, `Using OpenCode Go in ZCode`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `Use these values:`), 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    }, `Using Ollama Pro/Max in OpenCode`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `Use the official launch command:`), 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    }, `Using Ollama Pro/Max in Claude Code`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `Use the official launch command:`), 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    }, `Using Ollama Pro/Max in Codex`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `Use the official launch command:`), 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    }, `Using Ollama Pro/Max in ZCode`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `Use these values:`), 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    }, `Where I Landed`), React.createElement(MDXTag, {\n      name: \"p\",\n      components: components\n    }, `If you already pay for Cursor, start there. It gives the best GLM-5.2 experience right now because the model is free for paid users in my account, and the client handles vision routing.`), 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. The provider or agent has to supply the eyes.`));\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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