LlamaIndex 推出 OpenDocRouter：文档解析统一 API，一次接入 10 个模型
LlamaIndex 出了个 OpenDocRouter，一个 API 接 10 个文档解析模型，换模型改一行代码，每千页最低 $0.86，处理 PDF 转 markdown 的可以试试。
LlamaIndex 发布 OpenDocRouter，把文档解析模型整合到一个统一 API 中。首发覆盖 10 个模型，包括 Claude Opus 5.5、Gemini 3.8 Flash、GPT-6 Luna、MinerU2.5-Pro 和 PaddleOCR-VL-1.6，每个模型在 ParseBench 上有质量与成本评分。价格按 token 计费，每 1000 页成本从 $0.86 到 $48.82 不等，失败页不收费，充值起步 $25。开启 layout 参数可获得带边界框的输出，即使模型本身不支持也能补充 grounding。新 OCR 模型上线后会先在 ParseBench 上跑分再接入路由。
Today I’m excited to introduce OpenDocRouter - a unified API for document parsing with the latest frontier and open-weight models. There are a lot of VLMs and OCR models that can be used for document parsing: we have over 130+ models on ParseBench, and a HuggingFace search for “ocr” turns up thousands of results. It’s extremely time consuming to choose between OCR vendors. You need to figure out the right prompts, handle rate limits, manage deployments, integrations with all models you’re using, and benchmark new models as they come out. OpenDocRouter provides a comprehensive, transparent set of models along the price-performance frontier. It manages a unified API to transcribe documents to markdown. It serves all frontier and open-weight models “at-cost”, with a small transaction cut. It handles rate limits with all models to ensure you can put massive volume through. It even offers bounding boxes and layout as a service, so that you can add grounding to any model that you’re using. When new OCR candidate models ship, we will benchmark them on ParseBench and immediately add them to OpenDocRouter. We’re adding a lot more models very quickly, and also adding some extremely exciting feature improvements (e.g. automated routing) as we speak. We welcome your feedback! Check it out: opendocrouter.ai Blog: llamaindex.ai/blog/introduci… Your browser does not support the video tag. 🔗 View on Twitter LlamaIndex 🦙 @llama_index Today we're announcing OpenDocRouter: every model for document parsing under one API. There are ~4,000 OCR models on Hugging Face, and the frontier labs ship a new one nearly every month. Whatever's best for your docs today won't be by Q1. So stop asking which model to use for doc parsing. Ask how fast you can switch. ✅ Switch models in one line: same request, same markdown output, no new prompts or integrations ✅ Any model you want: 10 frontier and open-source models at launch, including Claude Opus 5.5, Gemini 3.8 Flash, GPT-6 Luna, MinerU2.5-Pro and PaddleOCR-VL-1.6 ✅ Choose with receipts: every model scored on ParseBench for quality and cost ✅ Traceable output from any model: "layout: true" adds grounded bounding boxes and the same layout classes, even for models that don't support it natively ✅ Pay only for what works: per-token pricing, failed pages never charged, top up from $25 The spread is the point: $0.86 to $48.82 per 1,000 pages, depending on what your documents actually need. Live now → opendocrouter.ai Your browser does not support the video tag. 🔗 View on Twitter 🔗 View Quoted Tweet 💬 18 🔄 8 ❤️ 74 👀 4447 📊 31 ⚡
