Dify suits teams building AI applications that need configurable workflows, knowledge retrieval or multiple publishing options.
Free plan Open source From $590 a year WebWindowsMacLinuxBrowser extensionAPI+1
Best AI Orchestration Software 2026
Every product here is ranked by Samsung Mobile US Press's record score: what its maker publishes about it, where it runs (Android first), whether it is free to try, and how recently the facts were read.
02
Voiceflow
It suits CX and support leaders, engineers and enterprise teams building chat or voice agents.
AndroidiPhone & iPadWeb+2 Record6.0 Visit
03
Flowise
Flowise suits developers and teams building agent or LLM workflows who want visual orchestration, deployment choices, and developer access.
WebWindowsMac+3 Record5.5 Visit
04
Relevance AI
Relevance AI suits teams or individuals looking to build specialist AI agents and connect them to app workflows.
Web Record5.2 Visit
05
Botpress
Botpress may suit teams building AI agents for customer support or other workflows, especially those needing visual flow design, knowledge grounding or integrations.
WebAPI Record5.0 Visit
6
Dust
WebBrowser extensionAPI €288 a year Record5.0 Visit Dust is aimed at AI operators in fast-moving companies, with use cases across engineering, customer support, sales, marketing, and data teams.
7
LangChain
APISelf-hosted $39 usage-based Record4.8 Visit LangChain suits developers building model-and-tool agents in Python or JavaScript/TypeScript.
8
LlamaIndex
WebLinuxAPI+1 $50 usage-based Record4.8 Visit LlamaIndex is aimed at developers and enterprises automating document processing and knowledge work.
9
Portkey
WebAPISelf-hosted $49 a month Record4.7 Visit Portkey suits teams building or operating applications that use multiple AI models and need routing, activity monitoring, and prompt management.
10
Haystack
APISelf-hosted Free plan Record4.6 Visit Haystack is aimed at AI developers and engineers building modular, transparent systems.
11
LiteLLM
WebAPISelf-hosted Free plan Record4.6 Visit LiteLLM suits platform teams that need a shared API for multiple model providers and controls for usage, routing, and spend.
12
Conductor
WebAPISelf-hosted Free plan Record4.5 Visit Conductor is designed for developers who write code and build workers and tasks in a preferred language.
14
Orkes Conductor
WebAPISelf-hosted Free plan Record4.4 Visit Orkes Conductor suits developers and teams building business processes that combine AI agents with workflow automation.
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