Comparison

Flowise vs Gumloop

On the evidence we track, Gumloop leads this comparison with a composite score of 56/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Flowise41
★Gumloop56
Score
vioscaleAI score
Flowise41 / 100medium · 55%
Gumloop56 / 100medium · 54%
Pricing
Free tier
Flowise✓
Gumloop✓
Model
Flowisecommercial
Gumloopfreemium
Price level
Flowisemid
Gumlooplow
Starting price
Flowise$15
Gumloop–
Transparent
Flowise✗
Gumloop✗
Integrations
Count
Flowise3
Gumloop100
Security
Certifications
Flowise–
Gdpr
Flowise✓
Gumloop✓
Hipaa
Flowise–
Gumloop✓
Soc2
Flowise–
Gumloop✓
Adoption
Dependent repos
Flowise0
Gumloop–
Github stars
Flowise55,504
Gumloop–
Activity
Commits last 30d
Flowise0
Gumloop–
Release
Cadence days
Flowise22
Gumloop–
History
Flowise20 items
Gumloop–
Language
Primary
FlowiseTypeScript
Gumloop–
Market
Content
Faq
Flowise6 items
Gumloop6 items

Capabilities

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

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

What each one is

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

Flowise

An open-source automation system for creating workflows that connect language models with third-party services and integrations, deployable as managed cloud or self-hosted infrastructure.

Independently observed

Gumloop

Leader

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.

Flowise

from $15/user/moHybridFree tier

Free tier available. $15/user/month for additional users (cloud hosted)

  • FreeFree
  • Paid$15/user/month
as of verify ↗

Gumloop

Leader
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
Flowise✓
Gumloop✓
CLI
Flowise✗
Gumloop✓
Deployment
Cloud / SaaS
Flowise✓
Gumloop✓
Self-hosted
Flowise✓
Gumloop✓

Integrations

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

In common (1)
  • OpenAI

Flowise

3 total - 2 not shared
  • LangChain
  • GPT
Independently observed

Gumloop

Leader
37 total - 36 not shared
  • ChatGPT
  • Anthropic
  • Claude
  • Google
  • Gemini
  • Perplexity
  • Meta Llama
  • DeepSeek
  • Grok
  • Microsoft Azure
  • Google Docs
  • Google Drive
  • Google Workspace
  • Google Calendar
  • Slack
  • Salesforce
  • Zendesk
  • Linear
  • Jira
  • Gmail
  • Notion
  • Airtable
  • Asana
  • Monday.com
  • +12 more
Independently observed
Still deciding?

Flowise 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.