Best Dify Alternatives
A sourced shortlist of Flowise, Langflow, Stack AI, Microsoft Copilot Studio and Relevance AI, compared with Dify on pricing, free plan, automation, AI and fit. No rankings and no paid placement.
- Verified 13 Nov 2026Sources are dated on this page
- 5 alternativesEach with a full sourced profile
- Not a rankingFit depends on your priorities
- Not tested by Stack18Editorial summary of documented facts
What are the best alternatives to Dify?
The alternatives to Dify covered here are Flowise, Langflow, Stack AI, Microsoft Copilot Studio and Relevance AI. Each is reviewed on pricing structure, free plan, automation, AI and fit, and none is best for everyone: the right choice depends on team size, budget, workflow and how much control you need.
Teams look for Dify alternatives when they need an OSI-approved licence, a code-first framework, or a fully managed enterprise builder.
The shortlist below covers Flowise, Langflow, Stack AI, Microsoft Copilot Studio and Relevance AI.
Why teams look for Dify alternatives.
The most common reasons teams evaluate other options, drawn from the sources reviewed.
Open source and self-hosting
Licences, self-hosting options and the health of the community differ.
Visual vs code
Some are visual canvases; others are code-first libraries.
Ownership and roadmap
Several frameworks changed owners in 2025 and 2026, affecting roadmaps and hosting.
Production features
Observability, evaluation, deployment and access control vary.
Best Dify alternatives at a glance.
Suitability depends on company size, budget, use case and technical requirements. Open a profile for sources and caveats.
| Alternative | Best for | Pricing | Free plan | Trade-offs |
|---|---|---|---|---|
 Flowise | Developers who want an Apache 2.0 visual agent builder. | Free self-hosted; Cloud Pro about $65 a month; Enterprise custom. | Yes | Workday ownership; cloud caps. |
 Langflow | Developers who want an MIT-licensed visual agent builder. | Free (MIT open source and desktop app); enterprise support custom. | Yes | No managed cloud since April 2026. |
 Stack AI | Regulated enterprises building no-code agents over private data. | Free plan; Enterprise custom (Builder $99 and Team $499 plans withdrawn in 2026). | Yes | No mid-tier; Asana ownership. |
 Microsoft Copilot Studio | Microsoft 365 organisations building agents for Teams and the web. | $0.01 per Copilot Credit pay-as-you-go, or $200 a month for 25,000 credits. | No | Credit consumption hard to predict. |
 Relevance AI | Teams building multi-agent workforces for sales and operations. | Docs list Pro from $19 and Team from $234 a month (annual); public page shows Enterprise only. | No | Two meters; Enterprise-only public pricing. |
Each Dify alternative described.
Flowise
Workday (acquired 2025) · Open-source low-code builder for AI agents and chatflows
Flowise is an open-source, low-code platform for building AI agents, from simple chatbots to multi-agent workflows, on a visual canvas with tracing, evaluations and human-in-the-loop review. It can be self-hosted (including air-gapped) or used as Flowise Cloud. Workday acquired Flowise in August 2025.
- Pricing
- Free self-hosted; Cloud Pro about $65 a month; Enterprise custom.
- Free plan
- Yes
- Apache 2.0 open source with air-gapped option.
- Transparent cloud pricing.
- Workday ownership; cloud caps.
Langflow
DataStax, an IBM company · Open-source visual builder for AI agents and RAG (MIT)
Langflow is an open-source, low-code visual framework for building AI agents, RAG pipelines and multi-agent workflows on a drag-and-drop canvas, with hundreds of components for models, vector stores and tools. Flows can be served as APIs or MCP servers. It is maintained by DataStax, which IBM acquired.
- Pricing
- Free (MIT open source and desktop app); enterprise support custom.
- Free plan
- Yes
- MIT licence with a very large community.
- Flows as APIs and MCP servers.
- No managed cloud since April 2026.
Stack AI
Stack AI, part of Asana · No-code enterprise AI agent builder ("AI Agent Factory")
Stack AI is a no-code platform for building AI agents and workflows that run inside enterprise back-office processes, combining a drag-and-drop builder, knowledge bases over private documents, interfaces and analytics, with private model deployment and compliance features. Asana acquired the company in May 2026.
- Pricing
- Free plan; Enterprise custom (Builder $99 and Team $499 plans withdrawn in 2026).
- Free plan
- Yes
- Strong enterprise deployment and compliance.
- No-code for non-engineers.
- No mid-tier; Asana ownership.
Microsoft Copilot Studio
Microsoft · Low-code agent builder for Microsoft 365, Teams, websites and Power Platform
Microsoft Copilot Studio is a low-code platform for building, testing and publishing AI agents and conversational bots that work in Microsoft Teams, Microsoft 365 Copilot, websites and other channels, grounded in company data and connected to systems through Power Platform connectors and flows. It is billed in Copilot Credits rather than per user.
- Pricing
- $0.01 per Copilot Credit pay-as-you-go, or $200 a month for 25,000 credits.
- Free plan
- No
- Native to Microsoft 365 and Teams.
- No per-user fee; free maker licence.
- Credit consumption hard to predict.
Relevance AI
Relevance AI · AI workforce platform for building and managing teams of AI agents
Relevance AI is a no-code and low-code platform for building AI agents and multi-agent workforces that research, write, update systems and run calls and meetings, with tools, knowledge and integrations. It bills two meters: Actions for each tool run and Vendor Credits for AI model costs passed through at wholesale.
- Pricing
- Docs list Pro from $19 and Team from $234 a month (annual); public page shows Enterprise only.
- Free plan
- No
- Model costs passed through at wholesale.
- Multi-agent workforces.
- Two meters; Enterprise-only public pricing.
Which Dify alternative should you choose?
No single alternative is best for everyone. Match the scenario to your own requirements, then test your shortlist against a real process.
Consider Flowise if you…
- Developers who want an Apache 2.0 visual agent builder.
Consider Langflow if you…
- Developers who want an MIT-licensed visual agent builder.
Consider Stack AI if you…
- Regulated enterprises building no-code agents over private data.
Consider Microsoft Copilot Studio if you…
- Microsoft 365 organisations building agents for Teams and the web.
Consider Relevance AI if you…
- Teams building multi-agent workforces for sales and operations.
How to switch from Dify.
Moving away from Dify means porting flows or code to the new framework, reconnecting models, vector stores and tools, and re-running evaluations. Prototype one workflow first.
- Export a sample of your data and test an import into the new product.
- List the automations, integrations and permissions you would need to rebuild.
- Pilot with one team before a full cut-over.
- Check contract terms and notice periods with the current vendor.
General guidance, not specific to any vendor. Confirm migration options with the vendors.
Dify alternatives: questions and answers
What is the best alternative to Dify?
No single alternative is best for everyone. Flowise, Langflow, Stack AI, Microsoft Copilot Studio and Relevance AI each suit different needs; test two or three on a real task before choosing.
Is there a free alternative to Dify?
Yes. Flowise, Langflow and Stack AI document a free plan, free tier or free open-source use. Free tiers usually cap usage, and model costs may still apply.
What is the cheapest alternative to Dify?
Entry prices from the profiles: Flowise: Free self-hosted; Cloud Pro about $65 a month; Enterprise custom.; Langflow: Free (MIT open source and desktop app); enterprise support custom.; Stack AI: Free plan; Enterprise custom (Builder $99 and Team $499 plans withdrawn in 2026).; Microsoft Copilot Studio: $0.01 per Copilot Credit pay-as-you-go, or $200 a month for 25,000 credits.; Relevance AI: Docs list Pro from $19 and Team from $234 a month (annual); public page shows Enterprise only. Compare total cost at your expected usage, not just the entry price.
Is there an open-source alternative to Dify?
Yes. Flowise and Langflow are documented as open source or source-available.
Where this shortlist comes from.
- Dify pricing teardown 2026 DEV Community (Beton) Third-party Accessed 13 Nov 2026
- Dify pricing blueprint UsagePricing Third-party Accessed 13 Nov 2026
- Dify listing Beri Third-party Accessed 13 Nov 2026
- Workday acquires Flowise Workday Official Accessed 13 Nov 2026
- Flowise AI Wiki Third-party Accessed 13 Nov 2026
- Flowise review AI Agent Square Third-party Accessed 13 Nov 2026
- Langflow Automation Atlas Third-party Accessed 13 Nov 2026
- DataStax, an IBM company IBM Official Accessed 13 Nov 2026
- Langflow pricing AI Tools Atlas Third-party Accessed 13 Nov 2026
- How much does Stack AI cost in 2026? Automation Atlas Third-party Accessed 13 Nov 2026
- Stack AI Automation Atlas Third-party Accessed 13 Nov 2026
- Stack AI: the complete guide (2026) Macha Third-party Accessed 13 Nov 2026
- Copilot Studio pricing CloudZero Third-party Accessed 13 Nov 2026
- Copilot Studio pricing in 2026 Coworker Third-party Accessed 13 Nov 2026
- Copilot Studio pricing, licensing and governance (2026) DEV Community Third-party Accessed 13 Nov 2026
- Relevance AI pricing blueprint UsagePricing Third-party Accessed 13 Nov 2026
- Relevance AI pricing explained Macha Third-party Accessed 13 Nov 2026
- Relevance AI Anavem Third-party Accessed 13 Nov 2026
Alternatives are summarised from the linked profiles and their sources. Confirm current details with each vendor. Stack18 has not tested these products.
Evaluating Dify alternatives?
Compare your shortlist side by side, read the full profiles, or talk to Stack18 if off-the-shelf software is not the answer.
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