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Head-to-head · Multi Agent Systems

Flowise vs AgentX

  • Updated Oct 2026
  • Both researched from official sources
  • 4 checks side by side
Higher score Flowise #2 in Multi Agent Systems 8.7/10 Free plan Free plan✓ 1 of 3 features Explore Flowise
AgentX #4 in Multi Agent Systems 8.4/10 Free plan Free plan✓ 3 of 3 features Visit AgentX

Flowise leads on 0 checks, AgentX on 0, and 4 are even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreFlowise · 8.7/10
  • Free planboth
  • Most featuresAgentX · 3 of 3

Flowise scores higher on our rubric for multi agent systems: 8.7 against 8.4 out of 10; our editors rank them #2 and #4.

Flowise is the better fit for teams evaluating its archived open-source agent builder. AgentX is the better fit for teams needing visual workflows, monitoring, and channels.

  • Flowise fits best

    Teams evaluating its archived open-source agent builder

  • AgentX fits best

    Teams needing visual workflows, monitoring, and channels

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Side by side

Feature Flowise 8.7/10 Visit ↗ AgentX 8.4/10 Visit ↗
At a glance
Editor score 8.7 8.4
Ranking #2 in Multi Agent Systems #4 in Multi Agent Systems
Best for Teams evaluating its archived open-source agent builder Teams needing visual workflows, monitoring, and channels
Pricing model Free plan + paid Free plan + paid
Starting price $35/mo $490/yr
Free plan ✓ ✓
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Web
Support Community, Docs, Email Email, Docs
Compliance SSO/SAML SOC 2, SSO/SAML
Integrations 6 integrations 1,000+ integrations
Built for Solo, Small business, Mid-market, Enterprise Solo, Small business, Mid-market, Enterprise
Features Flowise 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
  • Visual builders cover assistants, chatflows, and agentflows.
  • Supports coordinated agents, knowledge retrieval, and approval checkpoints.
  • Offers cloud and self-hosted deployment, plus APIs and embedded chat.
  • 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
  • Feature development ceased July 29, 2026, and the repository was archived August 10, 2026.
  • Official core-team operations ended August 31, 2026.
  • Historical paid plans started at $35/month; ongoing service is not assured.
  • 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

Flowise was an open-source visual platform for building AI agents, chatbots, and LLM workflows. Its Assistant, Chatflow, and Agentflow builders were aimed at teams that wanted to assemble agent workflows visually, from solo builders to…

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 →
  1. FlowiseMulti Agent Systems 8.7Free plan
  2. AgentXMulti Agent Systems 8.4Free plan

Strengths and trade-offs

  • Flowise — where it wins

    • Visual builders cover assistants, chatflows, and agentflows.
    • Supports coordinated agents, knowledge retrieval, and approval checkpoints.
    • Offers cloud and self-hosted deployment, plus APIs and embedded chat.

    Where it doesn't

    • Feature development ceased July 29, 2026, and the repository was archived August 10, 2026.
    • Official core-team operations ended August 31, 2026.
    • Historical paid plans started at $35/month; ongoing service is not assured.

  • 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

More comparisons

All multi agent systems comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update