Twelvet vs Spider Cloud
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Twelvet | Spider Cloud |
|---|---|---|
| Primary Use Case | Microservices backend framework with admin UI | Web scraping & crawling API for AI agents and RAG |
| Core Technology | Spring Boot 3.X, Spring Cloud Alibaba/Tencent, React + Ant Design | Rust engine, AI extraction, browser automation |
| Data Output | N/A (framework output is code/API endpoints) | Markdown, HTML, JSON, CSV, XML, plain text, screenshots |
| Integrations | None listed | LangChain, LlamaIndex, CrewAI, Flowise, S3, GCS, Supabase, etc. |
| Latest News Relevance | Unrelated news (Adrafinil, vLLM course) | Browser AI commands, scraper catalog, data connectors (2026) |
Free Apache-2.0 microservices framework pairing Spring Boot 3 and Spring Cloud Alibaba/Tencent with a React admin panel.
Visit Website
Spider Cloud is a web scraping API that renders, crawls, and searches the web for agents and RAG pipelines.
Visit WebsiteWhat real users say: Twelvet vs Spider Cloud
Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.
Twelvet
33 mentions across 3 sources · 33% positive — critical (averaged across 3 sources)
YouTube, GitHub, Lemmy
What users praise
- • Apache-2.0 license, free for commercial use.
- • Built on Spring Boot 3.X, the latest stable version.
- • Integrates both Alibaba and Tencent cloud governance ecosystems.
- • Includes RBAC, code generation, and distributed transactions out of the box.
What frustrates them
- • No real community feedback or user reviews available anywhere.
- • Name collides with popular watch brand, causing search confusion.
- • Documentation is Chinese only, limiting global adoption.
- • Experimental AI features are not core and may be unstable.
Researched Aug 1, 2026
Spider Cloud
No verifiable community signal. We scanned public discussion on Sep 29, 2026 and found posts matching the name “Spider Cloud”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.
Who should pick which
- AI startup building RAG pipelinePick: Spider Cloud
Spider Cloud is designed for AI agents and RAG, with low-cost scraping ($0.03/1k pages), AI extraction, and integrations with LangChain/LlamaIndex. Recent scraper catalog and data connectors speed up data ingestion.
- Enterprise Java microservices teamPick: Twelvet
Twelvet provides a pre-built Spring Boot 3.X microservices framework with RBAC, code generation, and distributed transactions, ideal for Alibaba/Tencent cloud environments.
- Solo developer needing web scraping for LLM appPick: Spider Cloud
Spider Cloud's free tier and simple API allow quick integration. Browser AI commands (Act, Extract, Observe) enable complex interactions without coding a browser bot.
- Small team building admin panel with RBACPick: Twelvet
Twelvet's built-in permission management and code generation reduce development time for standard admin CRUD modules, especially for Spring Boot developers.
Frequently Asked Questions
Are Spider Cloud and Twelvet direct competitors?
No. Spider Cloud is a web scraping API for AI data pipelines; Twelvet is a Java microservices framework. They target different problems.
Can Twelvet be used for web scraping?
Twelvet does not include scraping capabilities. It is a backend framework for building microservices, not for extracting web data.
Is Spider Cloud open-source?
Spider Cloud's core engine is open-source on GitHub, but the cloud service with AI features and Browser AI is hosted and paid.
Does Twelvet support AI integration?
Twelvet has experimental Chat GPT integration (RAG, TTS, STT, LLM), but these are not production-tested and may not be stable.
What is the pricing model of Spider Cloud?
Freemium: pay per usage ($0.03/1k pages on average) plus optional $6/mo AI Studio add-on. Failed requests are not billed.
Is Twelvet free for commercial use?
Yes, Twelvet is licensed under Apache-2.0, which allows free commercial use, modification, and distribution.
Which tool is better for RAG pipelines?
Spider Cloud is purpose-built for RAG, providing structured data extraction, integrations with LLM frameworks, and low cost per page.
Can I deploy Twelvet on any cloud?
Twelvet is designed for Spring Cloud Alibaba/Tencent but can be adapted to other clouds with additional configuration.
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Last reviewed: July 3, 2026