Comparison

ECC vs langflow

No clear leader: ECC (62.5) and langflow (59.9) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

ECC full profile →langflow full profile →

Machine formatsJSON Markdown GraphQLor send Accept: application/json

ECC63

langflow60

Attribute comparison across 2 tools
Attribute	ECC	langflow
Vioscale score	63 / 100high · 77%updating	60 / 100medium · 67%updating
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	commercial	commercial
Price levelpricing.price_level	mid	free
Transparentpricing.transparent	✓	✗
Integrations
Countintegrations.count	7	12
Security
Vulnerabilitiessecurity.vulnerabilities	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Faffaan-m%2FECC&per_page=100 · Last 12m: 0	Count: 33 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=langflow&per_page=100 · Last 12m: 26 · Max severity: CRITICAL
Reliability
Sla pctreliability.sla_pct	99.9	-
Status pagereliability.status_page	✓	-
Adoption
Dependent reposadoption.dependent_repos	0	11
Github starsadoption.github_stars	243,435	153,712
Activity
Commits last 30dactivity.commits_last_30d	100	100
Release
Cadence daysrelease.cadence_days	6	7
Historyrelease.history	15 items	20 items
License
Spdxlicense.spdx	MIT	MIT
Language
Primarylanguage.primary	JavaScript	Python
Market
Availabilitymarket.availability	Available worldwide · Popular in US	Available worldwide
Content
Faqcontent.faq	6 items	8 items

Score

Vioscale score

ECC63 / 100high · 77%updating

langflow60 / 100medium · 67%updating

Pricing

Free tier

ECC✓

langflow✓

Model

ECCcommercial

langflowcommercial

Price level

ECCmid

langflowfree

Transparent

ECC✓

langflow✗

Integrations

Count

ECC7

langflow12

Security

Vulnerabilities

ECCCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Faffaan-m%2FECC&per_page=100 · Last 12m: 0

langflowCount: 33 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=langflow&per_page=100 · Last 12m: 26 · Max severity: CRITICAL

Reliability

Sla pct

ECC99.9

langflow–

Status page

ECC✓

langflow–

Adoption

Dependent repos

ECC0

langflow11

Github stars

ECC243,435

langflow153,712

Activity

Commits last 30d

ECC100

langflow100

Release

Cadence days

ECC6

langflow7

History

ECC15 items

langflow20 items

License

Spdx

ECCMIT

langflowMIT

Language

Primary

ECCJavaScript

langflowPython

Market

Availability

ECCAvailable worldwide · Popular in US

langflowAvailable worldwide

Content

Faq

ECC6 items

langflow8 items

Features

The capabilities each product documents. These tools do not share a category taxonomy, so this aligns what each vendor states rather than a normalised feature set.

Declared feature comparison
Feature	ECC	langflow
Agent memory and persistent conversation threads	-	✓
Architecture model	-	open_source_self_hosted
Custom api tool calling and webhook execution	-	✓
Mit or apache permissive oss license	-	✓
Multi model selection openai anthropic local	-	✓
Notion google drive confluence sync connectors	-	✓
Pricing model	-	free_open_source
Rag knowledge base document upload and chunking	-	✓
Team sharing and role based access control rbac	-	✓
Visual drag and drop node canvas builder	-	✓

What each one is

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

ECC

ECC analyzes repository history to generate reusable AI agent skills, commands, and security policies that work across Claude Code, Codex, Cursor, and OpenCode. AgentShield scans agent configurations to prevent unsafe patterns from spreading across teams.

Independently observed

langflow

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.

ECC

from $19/moSubscriptionFree tier

Free for public repos; Pro from $19/seat/month or $190/year; Enterprise with custom pricing

FreeFree
- Public repo analysis
- Issue-comment triggered PRs
- Core and developer install profiles
- Community support
- Open source toolkit
Pro$19/seat/mo or $190/seat/year, billed monthly or annually
- Private repo analysis
- PR-triggered config audits
- 50 analyses per active seat per month
- 1,000 commits per run
- AgentShield-backed scanning
- +7 more
EnterpriseContact sales
- Unlimited analyses
- 5,000 commits per run
- Private repo analysis
- PR-triggered config audits
- AgentShield-backed scanning
- +5 more

as of 2026-08-14verify ↗

langflow

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	ECC	langflow
WebPlatforms	✓	✓
macOSPlatforms	✗	✓
WindowsPlatforms	✗	✓
LinuxPlatforms	✗	✓
CLIPlatforms	✓	✓
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✗	✓
HybridDeployment	✗	✓

Platforms

Web

ECC✓

langflow✓

macOS

ECC✗

langflow✓

Windows

ECC✗

langflow✓

Linux

ECC✗

langflow✓

CLI

ECC✓

langflow✓

Deployment

Cloud / SaaS

ECC✓

langflow✓

Self-hosted

ECC✗

langflow✓

Hybrid

ECC✗

langflow✓

Integrations

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

ECC

7 total

Claude Code
Codex
Cursor
OpenCode
GitHub
Anthropic Claude API
Cloudflare

Independently observed

langflow

14 total

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

Independently observed

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