AI Tools
Best AI Orchestration Software in 2026
- 01
Dify Dify suits teams building AI applications that need visual workflows, knowledge grounding, model connections, and multiple publishing options.
From $49.17/mo Free plan Open source Web · Windows · macOS · Linux9.3 Visit Specs - 02
Botpress It suits teams building AI agents for customer support or other workflows, especially those needing visual flow design, knowledge grounding, or integrations.
From $150/mo Free plan Web · API8.9 Visit Specs - 03
Voiceflow Voiceflow is presented for CX and support leaders, engineers, enterprise teams, and agencies or partners building agents for clients.
From $81/mo Free plan Web · iOS · Android · API8.6 Visit Specs - 04 Flowise
Flowise suits teams building agent or LLM workflows with visual tools, APIs, or self-hosted deployment.
From $35/mo Free plan Web · Windows · macOS · Linux8.3 Visit Specs - 05
Relevance AI Relevance AI suits teams building specialist agents and connecting them to multi-step workflows.
From $19/mo Free plan Web8.3 Visit Specs - 06
Dust Dust suits AI Operators in fast-moving companies, with listed use cases across engineering, customer support, sales, marketing, and data teams.
From €24/mo Free plan Web · API · Browser extension8.2 Visit Specs - 07
LangChain It suits developers building configurable model-and-tool agents in Python or JavaScript/TypeScript.
From $39/mo Free plan API · Self-hosted8.1 Visit Specs - 08 CrewAI AMP Free plan Web · API · Self-hosted8.0 Visit Specs
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Haystack Haystack is built for AI developers and engineers creating modular, transparent systems, including agent workflows, RAG and multimodal applications.
Free plan API · Self-hosted8.0 Visit Specs - 10 Portkey
Portkey suits teams that need a common API and operational controls for generative AI models and providers.
From $49/mo Free plan Web · API · Self-hosted8.0 Visit Specs - 11
Conductor Conductor is aimed at developers who build workers and tasks in a programming language.
Free plan Web · API · Self-hosted7.9 Visit Specs - 12
LiteLLM LiteLLM is aimed at platform teams that need a shared gateway, model routing and spend controls.
Free plan Web · API · Self-hosted7.6 Visit Specs - 13
LlamaIndex LlamaIndex suits developers and enterprises building document-processing, retrieval and knowledge-work workflows.
From $50/mo Web · Linux · API · Self-hosted7.6 Visit Specs - 14 DSPy API · Self-hosted7.5 Visit Specs
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Orkes Conductor It suits teams coordinating AI agents and business workflows that need durable execution, human approvals or event-driven triggers.
Free plan Web · API · Self-hosted7.5 Visit Specs - 16 Martian Gateway Web · API7.1 Visit Specs
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StackAI Web · API · Self-hosted · Browser extension6.9 Visit Specs - 18 IBM watsonx Orchestrate From $530/mo Web6.5 Visit Specs
- 19 AWS Strands Agents Windows · macOS · Linux6.2 Visit Specs
- 20 Vertex AI Prompt Optimizer Web5.3 Visit Specs