dify vs ECC
No clear leader: dify (63.4) and ECC (62.5) 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.
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.
| Feature | dify | ECC |
|---|---|---|
| Bring your own key byok for llm inference | ✓ | - |
| Builder ui architecture | visual_node_canvas | - |
| Custom http webhook catch and triggering | ✓ | - |
| Dynamic conditional routing via llm classification | ✓ | - |
| Human in the loop approval steps via slack email | ✓ | - |
| Iso 27001 | ✓ | - |
| Native llm nodes anthropic openai gemini | ✓ | - |
| On premise self hosted deployment option | ✓ | - |
| Pricing model | freemium_with_task_credits | - |
| Soc2 type ii | ✓ | - |
| Sub workflow calling and reusable templates | ✓ | - |
| Unstructured document extraction pdf image to json | ✓ | - |
What each one is
The product in its own terms, so the numbers below have context.
dify
Dify is a no-code platform that allows teams to build, test, and deploy AI-driven applications and workflows. It supports multiple deployment models including cloud hosting and self-hosted options, enabling organizations to create AI solutions that connect language models with data and tools.
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.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
dify
From $590/year. Free tier available.
- SandboxFree
- 200 message credits
- 1 Team Member
- 5 Apps
- 50 Knowledge Documents
- 50MB Knowledge Data Storage
- +6 more
- Professional$590/year
- 5,000 message credits/month
- 1 Team Workspace
- 3 Team Members
- 50 Apps
- 500 Knowledge Documents
- +8 more
- Team$1,590/year
- 10,000 message credits/month
- 50 Team Members
- 200 Apps
- 1,000 Knowledge Documents
- 20GB Knowledge Data Storage
- +5 more
- EnterpriseContact sales
- Enterprise-grade Scalable Deployment Solutions
- Commercial License Authorization
- Multiple Workspaces & Enterprise Management
- SSO
- Negotiated SLAs
- +2 more
ECC
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
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
dify
- OpenAI
- Anthropic
- Gemini
- xAI
- DeepSeek
- Tongyi
- MCP
ECC
- Claude Code
- Codex
- Cursor
- OpenCode
- GitHub
- Anthropic Claude API
- Cloudflare
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.