📖 The AI Tool Bible

Coze Studio vs Izlo

A side-by-side look at pricing, capabilities, pros, cons, and our editorial scores.

 
Coze Studio
Agents
Izlo
Agents
TaglineSelf-hostable visual AI agent development platform from ByteDance with workflows, RAG, and plugin tooling.Prompt management platform with version control, collaboration, and an API for production deployment.
CategoryAgentsAgents
PricingFree· Free, Apache 2.0; self-hostedPaid· Solo $20/mo; Pro $25/user/mo; Enterprise $39/user/mo
ModelMulti-modelModel-agnostic
Editorial score7.2 / 106.9 / 10
Use cases
ai-agentsworkflow-automationragchatbotsplugin-orchestration
prompt-managementversion-controlteam-collaborationprompt-testingproduction-deployment
Pros
  • Apache 2.0 open source with full visual agent builder
  • Backed by ByteDance's production Coze platform
  • Ships OpenAPI and Chat SDK for embedding agents
  • Visual workflow canvas plus RAG, plugins, and DB primitives
  • Docker Compose deploy on modest hardware
  • Git-style version history and activity log for every prompt change
  • Remix sandbox isolates experiments from production prompts
  • REST API lets you swap prompts without redeploying the app
  • Built for multi-user team editing, not just solo developers
Cons
  • Some features (e.g. tone customization) gated to commercial edition
  • Security hardening required before public-network deploy
  • Newer project; smaller community than Dify or LangFlow
  • No free tier; cheapest plan is $20/mo
  • Stingy token allowance (5K/seat) for in-app testing
  • Lighter on observability/analytics than Langfuse or Helicone
  • Supported model providers not clearly listed on the site
Websitegithub.comgetizlo.com
Pick Coze Studio if
  • ✅ Apache 2.0 open source with full visual agent builder
  • ✅ Backed by ByteDance's production Coze platform
  • ✅ Ships OpenAPI and Chat SDK for embedding agents
  • ✅ Visual workflow canvas plus RAG, plugins, and DB primitives
Pick Izlo if
  • ✅ Git-style version history and activity log for every prompt change
  • ✅ Remix sandbox isolates experiments from production prompts
  • ✅ REST API lets you swap prompts without redeploying the app
  • ✅ Built for multi-user team editing, not just solo developers
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