Comparison

Coze vs langflow

On the evidence we track, langflow leads this comparison with a composite score of 62/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Coze full profile →langflow full profile →

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.

Coze50

★langflow62

Attribute comparison across 2 tools
Attribute	Coze	langflowLeader
vioscaleAI score	50 / 100low · 8%	62 / 100high · 79%
Pricing
Free tierpricing.free_tier	-	✓
Modelpricing.model	-	open_source
Price levelpricing.price_level	-	free
Transparentpricing.transparent	-	✓
Integrations
Countintegrations.count	16	14
Security
Vulnerabilitiessecurity.vulnerabilities	-	Count: 47 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=langflow&per_page=100 · Last 12m: 40 · Max severity: CRITICAL
Adoption
Dependent reposadoption.dependent_repos	-	11
Github starsadoption.github_stars	-	155,648
Activity
Commits last 30dactivity.commits_last_30d	-	100
Release
Cadence daysrelease.cadence_days	-	6
Historyrelease.history	-	20 items
License
Spdxlicense.spdx	-	MIT
Language
Primarylanguage.primary	-	Python
Market
Availabilitymarket.availability	-	Available worldwide
Content
Faqcontent.faq	4 items	8 items

Score

vioscaleAI score

Coze50 / 100low · 8%

langflow62 / 100high · 79%

Pricing

Free tier

Coze–

langflow✓

Model

Coze–

langflowopen_source

Price level

Coze–

langflowfree

Transparent

Coze–

langflow✓

Integrations

Count

Coze16

langflow14

Security

Vulnerabilities

Coze–

langflowCount: 47 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=langflow&per_page=100 · Last 12m: 40 · Max severity: CRITICAL

Adoption

Dependent repos

Coze–

langflow11

Github stars

Coze–

langflow155,648

Activity

Commits last 30d

Coze–

langflow100

Release

Cadence days

Coze–

langflow6

History

Coze–

langflow20 items

License

Spdx

Coze–

langflowMIT

Language

Primary

Coze–

langflowPython

Market

Availability

Coze–

langflowAvailable worldwide

Content

Faq

Coze4 items

langflow8 items

Capabilities

Feature-by-feature on the axes that matter for no code agent builders. “-” means undocumented, not absent.

Capability comparison for No Code Agent Builders
Capability	Coze	langflow
Capabilities
Architecture model	Managed cloud saas	Open source self hosted
Rag knowledge base document upload and chunking	-	✓
Notion google drive confluence sync connectors	-	✓
Visual drag and drop node canvas builder	✓	✓
Multi model selection openai anthropic local	✓	✓
Custom API tool calling and webhook execution	✓	✓
Team sharing and role based access control RBAC	-	✓
Embeddable iframe or chat widget export	✓	-
Agent memory and persistent conversation threads	-	✓
Slack or microsoft teams bot deployment	-	-
SOC2 type ii	-	-
Mit or apache permissive oss license	-	✓
Pricing model	-	Free open source

Capabilities

Architecture model

CozeManaged cloud saas

langflowOpen source self hosted

Rag knowledge base document upload and chunking

Coze-

langflow✓

Notion google drive confluence sync connectors

Coze-

langflow✓

Visual drag and drop node canvas builder

Coze✓

langflow✓

Multi model selection openai anthropic local

Coze✓

langflow✓

Custom API tool calling and webhook execution

Coze✓

langflow✓

Team sharing and role based access control RBAC

Coze-

langflow✓

Embeddable iframe or chat widget export

Coze✓

langflow-

Agent memory and persistent conversation threads

Coze-

langflow✓

Slack or microsoft teams bot deployment

Coze-

langflow-

SOC2 type ii

Coze-

langflow-

Mit or apache permissive oss license

Coze-

langflow✓

Pricing model

Coze-

langflowFree open source

What each one is

The product in its own terms, so the numbers below have context.

Coze

Coze is an AI app development platform that enables you to build intelligent agents and automated workflows without coding, then deploy them through web SDKs, APIs, and across multiple platforms.

Independently observed

langflow

Leader

An open-source platform that simplifies building and deploying AI agents and workflow automation with a visual drag-and-drop interface. Supports multiple LLMs, vector databases, and integrations with built-in cloud deployment options.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Coze

Pricing not documented yet.

langflow

Leader

HybridFree tier

Free open-source + free cloud tier

Open SourceFree
CloudFree

as of 2026-07-31verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platform and deployment support comparison
Supports	Coze	langflow
WebPlatforms	✓	✓
macOSPlatforms	✗	✓
WindowsPlatforms	✗	✓
LinuxPlatforms	✗	✓
CLIPlatforms	✗	✓
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✗	✓

Platforms

Web

Coze✓

langflow✓

macOS

Coze✗

langflow✓

Windows

Coze✗

langflow✓

Linux

Coze✗

langflow✓

CLI

Coze✗

langflow✓

Deployment

Cloud / SaaS

Coze✓

langflow✓

Self-hosted

Coze✗

langflow✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Coze

16 total

OpenAI GPT-4 Turbo
OpenAI GPT-4o
OpenAI GPT-4o-mini
Anthropic Claude 3.5 Sonnet
Anthropic Claude 3 Haiku
OpenAI O1-Preview
OpenAI O1-mini
Google Gemini 1.5 Flash
Google Gemini 1.5 Pro
Google Web Search
LinkedIn
TikTok
Kling
Runway Gen-3
Luma AI
Pika

Independently observed

langflow

Leader

14 total

LangSmith
LangFuse
Airbyte
Anthropic
Azure
Cassandra
Confluence
Couchbase
Google Cloud
Google Drive
Notion
OpenAI
Serp API
Slack

Independently observed

Still deciding?

Coze or langflow: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.