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📖 The AI Tool Bible

Coze Studio vs Langflow

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

Coze Studio logo
Coze Studio
Agents
Langflow logo
Langflow
Agents
Tagline
Coze Studio
Self-hostable visual AI agent development platform from ByteDance with workflows, RAG, and plugin tooling.
Langflow
Open-source visual builder for LangChain-style AI agents and RAG pipelines.
Pricing
Coze Studio
Free· Free, Apache 2.0; self-hosted
Langflow
Freemium· Open-source free; hosted free tier + paid enterprise via DataStax
Free trial
Coze Studio
Yes
Langflow
Yes
API
Coze Studio
Yes
Langflow
Yes
Platforms
Coze Studio
api
Langflow
webslack
Open source
Coze Studio
Yes · Apache-2.0
Langflow
Yes · MIT
GitHub stars
Coze Studio
21,656
checked 2026-09-29
Langflow
155,378
checked 2026-09-29
Last GitHub push
Coze Studio
2026-07-29
Langflow
2026-09-29
First commit
Coze Studio
2025-06
Langflow
2023-02
Model used
Coze Studio
Multi-model
Langflow
Multi-model
Best for
Coze Studio
Pick Coze Studio if you want a self-hosted, enterprise-shaped alternative to Dify or hosted Coze with a real visual agent + workflow canvas.
Langflow
Pick Langflow if you're a Python developer who wants a visual scratchpad for LangChain-style agents and RAG flows without giving up code-level control.
Not for
Coze Studio
Skip it if you need a managed SaaS, want plug-and-play public hosting, or expect feature parity with the commercial Coze cloud.
Langflow
Skip it if you're a non-technical user hoping to build production agents by dragging boxes, or if you need a stable, slow-moving platform.
Editorial score
Coze Studio
7.2 / 10
Langflow
8.1 / 10
Use cases
Coze Studio
ai-agentsworkflow-automationragchatbotsplugin-orchestration
Langflow
agent-prototypingrag-pipelinesworkflow-automationllm-orchestrationchatbot-development
Pros
Coze Studio
  • 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
Langflow
  • Open source and self-hostable with a permissive license
  • Visual graph maps cleanly to LangChain concepts developers already know
  • Broad LLM and vector-DB coverage out of the box
  • Every node is editable Python, not a locked black box
  • Flows deploy as APIs without extra glue code
Cons
Coze Studio
  • 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
Langflow
  • Fast-moving codebase; version upgrades can break existing flows
  • Visual metaphor still assumes LangChain-level familiarity
  • Hosted tier is tied to DataStax's Astra ecosystem
Website
Coze Studio
github.com
Langflow
www.langflow.org

Editorial score: rule-based, 0–10, from AI-assisted profile inputs (see /methodology) — not a user rating; “—” means unscored. “Not listed” means we have no record of it, not that it is absent. GitHub figures and prices carry the date they were checked or captured; prices are shown as published, unconverted.

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 Langflow if
  • ✅ Open source and self-hostable with a permissive license
  • ✅ Visual graph maps cleanly to LangChain concepts developers already know
  • ✅ Broad LLM and vector-DB coverage out of the box
  • ✅ Every node is editable Python, not a locked black box
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