Comparison

ECC vs open-webui

On the evidence we track, ECC 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.

ECC full profile →open-webui full profile →

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

★ECC62

open-webui56

Attribute comparison across 2 tools
Attribute	ECCLeader	open-webui
vioscaleAI score	62 / 100high · 77%	56 / 100high · 78%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	freemium	open_source
Price levelpricing.price_level	mid	free
Starting pricepricing.starting_price	$19	-
Transparentpricing.transparent	✓	✓
Integrations
Countintegrations.count	7	50
Security
Disclosure policysecurity.disclosure_policy	-	✓
Trust centersecurity.trust_center	https://ecc.tools/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: 100 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=open-webui&per_page=100 · Last 12m: 100 · Max severity: HIGH
Reliability
Sla pctreliability.sla_pct	99.9	-
Status pagereliability.status_page	✓	-
Adoption
Dependent reposadoption.dependent_repos	0	0
Github starsadoption.github_stars	279,768	155,534
Activity
Commits last 30dactivity.commits_last_30d	100	100
Release
Cadence daysrelease.cadence_days	8	5
Historyrelease.history	19 items	20 items
License
Spdxlicense.spdx	MIT	-
Language
Primarylanguage.primary	JavaScript	Python
Market
Availabilitymarket.availability	Available worldwide · Popular in US	-
Content
Faqcontent.faq	7 items	8 items

Score

vioscaleAI score

ECC62 / 100high · 77%

open-webui56 / 100high · 78%

Pricing

Free tier

ECC✓

open-webui✓

Model

ECCfreemium

open-webuiopen_source

Price level

ECCmid

open-webuifree

Starting price

ECC$19

open-webui–

Transparent

ECC✓

open-webui✓

Integrations

Count

ECC7

open-webui50

Security

Disclosure policy

ECC–

open-webui✓

Trust center

ECChttps://ecc.tools/security

open-webui–

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

open-webuiCount: 100 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=open-webui&per_page=100 · Last 12m: 100 · Max severity: HIGH

Reliability

Sla pct

ECC99.9

open-webui–

Status page

ECC✓

open-webui–

Adoption

Dependent repos

ECC0

open-webui0

Github stars

ECC279,768

open-webui155,534

Activity

Commits last 30d

ECC100

open-webui100

Release

Cadence days

ECC8

open-webui5

History

ECC19 items

open-webui20 items

License

Spdx

ECCMIT

open-webui–

Language

Primary

ECCJavaScript

open-webuiPython

Market

Availability

ECCAvailable worldwide · Popular in US

open-webui–

Content

Faq

ECC7 items

open-webui8 items

What each one is

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

ECC

Leader

A toolkit and GitHub App that establish a shared operating layer for coding agents, enabling unified skills, memory systems, planning tools, and security scanning across multiple IDEs and repository workflows.

Independently observed

open-webui

A self-hosted interface for running AI models locally or in the cloud, with support for multiple model APIs, enterprise security features, and extensibility through code and integrations.

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

Leader

from $19/seat/moHybridFree tier

Free for open-source; Pro from $19/seat/month for private repos; Enterprise custom pricing

FreeFree
- Public repository GitHub App analysis
- Issue-comment triggered pull requests
- MIT-licensed open-source toolkit
- Community support
- Skills, agents, hooks, and learning system
Pro$19/seat/month or $190/seat/year; pooled usage with optional metered overage
- Private repository analysis and PR-triggered audits
- AgentShield configuration and harness security scanning
- Auto-triggers on large pushes and pull requests
- Pooled usage across team seats
- Optional metered overage for high-volume workspaces
- +3 more
EnterpriseContact sales
- Unlimited analyses
- SSO-ready governance and audit logs
- Custom rules and policy packs
- Dedicated onboarding and SLA
- Organization-wide rollout and procurement support

as of 2026-10-15verify ↗

open-webui

Open sourceFree tier

Free open-source. Enterprise options available.

Open SourceFree
- Full AI stack
- Connect any model
- Voice, vision, retrieval, generation, search
- Python extensions
- Community models and tools
- +1 more
EnterpriseContact sales
- SSO
- RBAC
- Audit logs
- Data residency controls
- On-premises deployment
- +1 more

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	open-webui
WebPlatforms	✓	✓
iOSPlatforms	✗	✓
AndroidPlatforms	✗	✓
macOSPlatforms	✗	✓
WindowsPlatforms	✗	✓
LinuxPlatforms	✗	✓
CLIPlatforms	✓	✓
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✓	✓
On-premiseDeployment	✗	✓
HybridDeployment	✗	✓
Air-gappedDeployment	✗	✓

Platforms

Web

ECC✓

open-webui✓

iOS

ECC✗

open-webui✓

Android

ECC✗

open-webui✓

macOS

ECC✗

open-webui✓

Windows

ECC✗

open-webui✓

Linux

ECC✗

open-webui✓

CLI

ECC✓

open-webui✓

Deployment

Cloud / SaaS

ECC✓

open-webui✓

Self-hosted

ECC✓

open-webui✓

On-premise

ECC✗

open-webui✓

Hybrid

ECC✗

open-webui✓

Air-gapped

ECC✗

open-webui✓

Integrations

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

In common (1)

GitHub

ECC

Leader

11 total - 10 not shared

Claude Code
Codex
Cursor
OpenCode
Anthropic Claude API
Cloudflare
Stripe
Kimi Code
Itô
Atlas Cloud

Independently observed

open-webui

22 total - 21 not shared

Ollama
OpenAI
Anthropic
Confluence
ServiceNow
Salesforce
Jira
Slack
SharePoint
Notion
LDAP
Active Directory
Okta
Azure AD
Google Workspace
OpenAI DALL·E
Gemini
ComfyUI
AUTOMATIC1111
OpenTelemetry
DALL-E

Independently observed

Still deciding?

ECC or open-webui: 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.