Langflow vs AgentX

Langflow8.5Visit AgentX8.4Visit

Higher score Langflow #3 in Multi Agent Systems 8.5/10 Free plan Free plan✓ 1 of 3 features Visit Langflow

vs

AgentX #4 in Multi Agent Systems 8.4/10 Free plan Free plan✓ 3 of 3 features Visit AgentX

• Langflow fits best

  Builders wanting flexible visual flows and self-hosting

• AgentX fits best

  Teams needing visual workflows, monitoring, and channels

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Side by side

Feature	Langflow 8.5/10 Visit ↗	AgentX 8.4/10 Visit ↗
At a glance
Editor score	8.5	8.4
Ranking	#3 in Multi Agent Systems	#4 in Multi Agent Systems
Best for	Builders wanting flexible visual flows and self-hosting	Teams needing visual workflows, monitoring, and channels
Pricing model	Free	Free plan + paid
Starting price	Free plan	$490/yr
Free plan	✓	✓
Free trial	—	—
Deployment	Cloud, Self-hosted, Desktop	Cloud, Self-hosted
Platforms	Web, Windows, macOS, Linux	Web
Support	Community, Docs	Email, Docs
Integrations	12 integrations	1,000+ integrations
Built for	Solo, Small business, Mid-market, Enterprise	Solo, Small business, Mid-market, Enterprise
Features Langflow 1/3 · AgentX 3/3
Visual workflow builder	✓	✓
Human approval steps	Not checked yet	✓ (best)
Agent tracing	Not checked yet	✓ (best)
Specs
Deployment options	Not checked yet	Both
Supported model providers	Not checked yet	Not checked yet
Coordination patterns	Not checked yet	Orchestrator with team members; sequential agent/team steps; parallel branches
Our review
Pros	Connect models, tools, components, and outputs in a visual flow builder Combine agents, knowledge retrieval, voice, and human approval in workflows Deploy through APIs, Docker, Kubernetes, or self-hosted environments	Branches workflows by conditions and runs parallel steps Adds human approvals, evaluation, logs, and runtime traces Deploys agents to websites, Slack, Discord, and WhatsApp
Cons	Voice mode is not available in Langflow Desktop Provider integrations are delivered through installable extensions Support channels listed are community and documentation	Free plan's 200 credits are one-time, not monthly Production deployment starts with the $49/month Solo Builder plan Some advanced needs, including SSO and dedicated infrastructure, require Enterprise
Our verdict	Langflow is a visual, Python-powered platform for building, testing, and deploying AI agents and LLM applications. It suits builders who want to connect models, tools, and outputs in visual flows, while retaining options for local or… Read the review →	AgentX provides a visual environment for building and operating AI agents and coordinated teams. Builders can configure agents with roles, instructions, models, memory, and tools, then connect them into workflows. Its audience ranges from… Read the review →

Strengths and trade-offs

• Langflow — where it wins

  • Connect models, tools, components, and outputs in a visual flow builder
  • Combine agents, knowledge retrieval, voice, and human approval in workflows
  • Deploy through APIs, Docker, Kubernetes, or self-hosted environments

  Where it doesn't

  • Voice mode is not available in Langflow Desktop
  • Provider integrations are delivered through installable extensions
  • Support channels listed are community and documentation

• AgentX — where it wins

  • Branches workflows by conditions and runs parallel steps
  • Adds human approvals, evaluation, logs, and runtime traces
  • Deploys agents to websites, Slack, Discord, and WhatsApp

  Where it doesn't

  • Free plan's 200 credits are one-time, not monthly
  • Production deployment starts with the $49/month Solo Builder plan
  • Some advanced needs, including SSO and dedicated infrastructure, require Enterprise

• Langflow8.5/10 · Free plan

  A visual, open-source builder for multi-agent workflows, retrieval, and deployment.

  Visit LangflowFull verdict →
• AgentX8.4/10 · Free plan

  Visual agent workflows with branching, approvals, testing, and runtime traces.

  Visit AgentXFull verdict →