vioscale
Comparison

ECC vs open-webui

No clear leader: ECC (62.5) and open-webui (58.4) 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 →open-webui full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
ECC63
open-webui58
Score
Vioscale score
ECC63 / 100high · 77%
open-webui58 / 100medium · 64%
Pricing
Free tier
ECC✓
open-webui✓
Model
Price level
ECCmid
open-webuifree
Transparent
ECC✓
open-webui✓
Integrations
Count
ECC7
open-webui3
Security
Disclosure policy
ECC–
open-webui✓
Vulnerabilities
Reliability
Sla pct
ECC99.9
open-webui–
Status page
ECC✓
open-webui–
Adoption
Dependent repos
ECC0
open-webui0
Github stars
ECC243,435
open-webui150,014
Activity
Commits last 30d
ECC100
open-webui100
Release
Cadence days
ECC6
open-webui2
History
ECC15 items
open-webui20 items
License
Spdx
ECCMIT
open-webui–
Language
Primary
ECCJavaScript
open-webuiPython
Market
Availability
Content
Faq
ECC6 items
open-webui8 items

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

open-webui

An open-source interface that allows users to run AI models on their own hardware or cloud infrastructure, connect to various model providers, and extend functionality through Python scripting. It supports both individual and enterprise deployments with community-driven features 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

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 verify ↗

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 verify ↗

Platform & deployment

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

Platforms
Web
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.

ECC

7 total
  • Claude Code
  • Codex
  • Cursor
  • OpenCode
  • GitHub
  • Anthropic Claude API
  • Cloudflare
Independently observed

open-webui

3 total
  • Ollama
  • OpenAI
  • Anthropic
Independently observed

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