vioscaleAI
Comparison

dify vs Gumloop

On the evidence we track, dify leads this comparison with a composite score of 68/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

dify full profile →Gumloop full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
★dify68
Gumloop56
Score
vioscaleAI score
dify68 / 100medium · 74%
Gumloop56 / 100medium · 54%
Pricing
Free tier
dify✓
Gumloop✓
Model
difyfreemium
Gumloopfreemium
Price level
difylow
Gumlooplow
Starting price
dify$590
Gumloop–
Transparent
dify✓
Gumloop✗
Integrations
Count
dify9
Gumloop100
Security
Certifications
Gdpr
dify✓
Gumloop✓
Hipaa
dify–
Gumloop✓
Iso27001
dify✓
Gumloop–
Soc2
dify✓
Gumloop✓
Trust center
Vulnerabilities
Reliability
Status page
dify✓
Gumloop–
Adoption
Dependent repos
dify8
Gumloop–
Github stars
dify158,384
Gumloop–
Activity
Commits last 30d
dify100
Gumloop–
Release
Cadence days
dify13
Gumloop–
History
dify20 items
Gumloop–
Language
Primary
difyTypeScript
Gumloop–
Market
Availability
Content
Faq
dify7 items
Gumloop6 items

Capabilities

Feature-by-feature on the axes that matter for ai workflow automation. “-” means undocumented, not absent.

Capabilities
Builder UI architecture
difyVisual node canvas
GumloopVisual node canvas
Native LLM nodes anthropic openai gemini
dify✓
Gumloop✓
Human in the loop approval steps via slack email
dify✓
Gumloop✓
Unstructured document extraction PDF image to json
dify✓
Gumloop✓
Dynamic conditional routing via LLM classification
dify✓
Gumloop✓
Web scraping and browser automation nodes
dify-
Gumloop✓
Bring your own key byok for LLM inference
dify✓
Gumloop✓
Custom HTTP webhook catch and triggering
dify✓
Gumloop✓
Sub workflow calling and reusable templates
dify✓
Gumloop✓
On premise self hosted deployment option
dify✓
Gumloop✓
SOC2 type ii
dify✓
Gumloop✓
ISO 27001
dify✓
Gumloop✗
Pricing model
difyFreemium with task credits
GumloopFreemium with task credits

What each one is

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

dify

Leader

An open-source LLM application development platform that enables teams to build, test, and deploy AI-powered workflows, RAG pipelines, and autonomous agents using a visual interface, with support for multiple language models, enterprise security features, and flexible deployment options.

Independently observed

Gumloop

An automation platform that enables teams to build intelligent agents capable of executing tasks by interacting with web applications and integrated services, with support for multiple AI models through a visual workflow builder.

Independently observed

Pricing

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

dify

Leader
from $590/yrSubscriptionFree tier

Freemium: Sandbox and Community free. Professional from $590/year per workspace.

  • SandboxFree
    • 5 Apps
    • 50 Knowledge Documents
    • 50MB Storage
    • 30 Days Log History
  • Professional$590/workspace/year
    • 1 Team Workspace
    • 50 Apps
    • Priority Document Processing
    • Unlimited Triggers per Workflow
    • Faster Workflow Execution
    • +2 more
  • Team$1590/year
    • 200 Apps
    • 1000 Knowledge Documents
    • Unlimited Trigger Events
    • Top Priority Document Processing
    • Priority Workflow Execution
  • EnterpriseContact sales
    • Enterprise-grade Scalable Deployment
    • Commercial License
    • Multiple Workspaces
    • SSO
    • Advanced Security & Controls
    • +1 more
  • CommunityFree
    • All Core Features
    • Single Workspace
    • Open Source License
as of verify ↗

Gumloop

Usage-basedFree tier

Free tier available. Paid plans use passthrough pricing: tokens at cost, compute at cost, plus 8% orchestration fee.

  • FreeFree
  • Custom / EnterpriseContact sales
    • Token passthrough at cost
    • Compute passthrough at cost
    • 8% orchestration fee
as of verify ↗

Platform & deployment

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

Platforms
Web
dify✓
Gumloop✓
CLI
dify✓
Gumloop✓
Deployment
Cloud / SaaS
dify✓
Gumloop✓
Self-hosted
dify✓
Gumloop✓

Integrations

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

In common (4)
  • OpenAI
  • Anthropic
  • Gemini
  • DeepSeek

dify

Leader
13 total - 9 not shared
  • xAI
  • Tongyi
  • MCP
  • Google Gemini
  • Alibaba Tongyi
  • Google Search
  • DALL-E
  • Stable Diffusion
  • WolframAlpha
Independently observed

Gumloop

37 total - 33 not shared
  • ChatGPT
  • Claude
  • Google
  • Perplexity
  • Meta Llama
  • Grok
  • Microsoft Azure
  • Google Docs
  • Google Drive
  • Google Workspace
  • Google Calendar
  • Slack
  • Salesforce
  • Zendesk
  • Linear
  • Jira
  • Gmail
  • Notion
  • Airtable
  • Asana
  • Monday.com
  • Apify
  • DataForSEO
  • GitHub
  • +9 more
Independently observed
Still deciding?

dify or Gumloop: 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.