Flowise vs. VATES Comparison


Flowise Flowise AI	VATES STANDOUT Inc.	+	+
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About Flowise is an open-source platform that enables developers and teams to build AI agents and LLM-powered applications through a visual interface. The platform provides modular building blocks that allow users to create everything from simple chatbot workflows to complex multi-agent systems. With its drag-and-drop design environment, developers can rapidly prototype and deploy AI-powered applications without extensive coding. Flowise supports integrations with more than 100 large language models, embeddings, and vector databases. It also includes features such as human-in-the-loop workflows, observability tools, and execution tracing for monitoring agent behavior. Developers can extend applications through APIs, SDKs, and embedded chat interfaces using TypeScript or Python. By combining visual development tools with scalable infrastructure, Flowise simplifies the process of building and deploying production-ready AI agents.	About VATES is AI knowledge infrastructure for organizations that need reliable answers from information they control. It keeps knowledge structured, human-readable, and directly editable instead of turning it into opaque vector embeddings. Changes can be reflected in AI responses without rebuilding or re-indexing a vector database. VATES can be used as a standalone conversational interface, embedded into an existing website, or integrated into products and AI workflows through its API. Answers are multilingual and traceable to their underlying knowledge sources. It is designed for operational knowledge such as internal procedures, product information, policies, manuals, and customer support where accuracy, ownership, and traceability matter. The architecture is informed by publicly available research published as DOI-indexed preprints, with the author's research record maintained through ORCID. VATES uses prepaid, usage-based billing with no required monthly subscription.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers, AI engineers, and businesses looking to visually build and deploy AI agents, chatbots, and LLM-powered applications with flexible integrations and scalable infrastructure	Audience Businesses of any size that want to add a multilingual AI assistant to their website, and developers who need chat infrastructure they can embed via API.
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing $5 deposit, pay-as-you-go Usage-based prepaid deposit. No subscription, no monthly minimum, no cancellation fee. $5.00 minimum per top-up. Billed per request from the balance. Current rates are listed on the pricing page. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 Read all reviews	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Pros & Cons from Real Users Pros Flowise is great because it makes AI workflow building feel much more tangible. Instead of writing every integration from scratch, you can visually connect models, tools, retrieval, memory, and agent steps on a canvas. I like that it is open source and still developer-friendly. You can move fast with the visual builder, but you are not completely trapped in a black box because Flowise also offers API, CLI, SDK, and deployment options. The agent and chatbot use cases are especially strong. Flowise works well for building RAG apps, internal AI assistants, support bots, multi-step workflows, and prototypes that need to become real products. Cons Flowise still needs careful setup if you are putting it into production. Visual builders make things easier, but they do not remove the need for testing, monitoring, permissions, version control, and security.
Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Flowise AI Founded: 2023 United States flowiseai.com	Company Information STANDOUT Inc. Founded: 2024 Japan vates.standout.jp/
Alternatives StackAI	Alternatives PageIndex
Lyzr Lyzr AI	Vectorize
Dify	txtai NeuML
LangChain	Pinecone
CrewAI View All	LlamaIndex View All
Categories Agentic AI Supported Agentic Orchestration Supported Agentic Process Automation Supported AI Agent Builders Supported AI Agent Infrastructure Supported AI Agents Supported AI Development Supported AI Orchestration Supported Context Engineering Supported	Categories Agentic AI Supported

Integrations Activepieces Supported Arize AI Supported ChatGPT Not Supported Claude Not Supported Claude Fable 5 Supported Claude Mythos 5 Supported Claude Opus 4.7 Supported Claude Opus 5.5 Supported Ejentum Supported Firecrawl Supported GPT-5.4 Pro Supported GPT-5.4 mini Supported GPT-5.4 nano Supported GPT-5.5 Supported GPT-5.6 Sol Supported GPT-6 Luna Supported GPT-6 Sol Supported GPT-6.1 Sol Supported Holo4 Supported Mistral AI Not Supported Show More Integrations View All 59 Integrations	Integrations Activepieces Not Supported Arize AI Not Supported ChatGPT Supported Claude Supported Claude Fable 5 Not Supported Claude Mythos 5 Not Supported Claude Opus 4.7 Not Supported Claude Opus 5.5 Not Supported Ejentum Not Supported Firecrawl Not Supported GPT-5.4 Pro Not Supported GPT-5.4 mini Not Supported GPT-5.4 nano Not Supported GPT-5.5 Not Supported GPT-5.6 Sol Not Supported GPT-6 Luna Not Supported GPT-6 Sol Not Supported GPT-6.1 Sol Not Supported Holo4 Not Supported Mistral AI Supported Show More Integrations View All 3 Integrations
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