Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
#1Devozy.ai records 610 monthly visits with -91.3% month-over-month growth and Free Trial, Contact for Pricing pricing. Dify records 819,691 monthly visits with -15% growth and Freemium pricing.

AI-powered self-service platform for multi-cloud app delivery
| -6.42K (-91.3%) |
| -144.26K (-15%) |
| Primary Market & Share | 🇩🇪 Germany (89.8%) | 🇨🇳 China (46.7%) |
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| Direct Visits / mo | 259 | 470.6K |
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| User Rating | 4 | 4.8 |
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| Supported Platforms | Website | Website |
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AI-powered self-service platform for multi-cloud app delivery
Set up subscriptions and runtime platforms on AWS, Azure, and GCP — VMs, storage, containers, EKS/AKS/GKE — through ready-made automations.
Generate pipelines for common technology stacks so developers can ship without writing infrastructure scripts.
Dedicated automation for Qlik Sense app promotion, Qlik Talend job deployment, and Qlik Replicate data replication.
A conversational assistant that answers deployment requests and provisions environments in plain language.

Build, deploy, and govern production-ready agentic AI workflows
A visual canvas where retrieval, branching, tool calls, human review, and model steps form a visible, testable execution path you can debug and hand off.
Create agents through chat or manual configuration, give them skills, tools, and knowledge, then ship them as apps, embeds, or reusable nodes inside workflows.
Build repeatable ingestion pipelines for documents, sites, and drives, with extraction, cleaning, chunking, indexing, and retrieval testing before you go live.
Install model providers, tools, data sources, and MCP integrations once and reuse approved plugins across every app in the workspace.
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
#1Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.

Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
#3
The environments frontier AI trains on, and the agents that do the recurring work

Multiplayer AI where people and agents work side by side

SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.

Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.

Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.

Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.

Provides an all-in-one visual workspace for building custom AI agents and publishing them to messaging platforms.


Free / Open-sourceAn open-source AI workspace providing visual workflow builders for designing and governing agent systems.

Free / Open-sourceAn open-source drag-and-drop builder specifically designed for chaining foundation models into automated AI pipelines.
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.
Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
The environments frontier AI trains on, and the agents that do the recurring work
Multiplayer AI where people and agents work side by side
SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.
Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.
Free / Open-sourceAn open-source drag-and-drop builder specifically designed for chaining foundation models into automated AI pipelines.