Comparison

Flowise vs Gumloop

On the evidence we track, Gumloop leads this comparison with a composite score of 71/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Flowise full profile →Gumloop full profile →

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Flowise44

★Gumloop71

Attribute comparison across 2 tools
Attribute	Flowise	GumloopLeader
Vioscale score	44 / 100low · 35%	71 / 100medium · 55%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	commercial	freemium
Price levelpricing.price_level	mid	low
Starting pricepricing.starting_price	$15	-
Transparentpricing.transparent	✗	✓
Integrations
Countintegrations.count	3	30
Security
Gdprsecurity.gdpr	-	✓
Hipaasecurity.hipaa	-	✓
Soc2security.soc2	-	✓
Vulnerabilitiessecurity.vulnerabilities	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2FFlowiseAI%2FFlowise&per_page=100 · Last 12m: 0	-
Adoption
Dependent reposadoption.dependent_repos	0	-
Github starsadoption.github_stars	55,394	-
Activity
Commits last 30dactivity.commits_last_30d	11	-
Release
Cadence daysrelease.cadence_days	22	-
Historyrelease.history	20 items	-
Language
Primarylanguage.primary	TypeScript	-
Market
Availabilitymarket.availability	Available worldwide · Popular in US	Available worldwide · HQ US

Score

Vioscale score

Flowise44 / 100low · 35%

Gumloop71 / 100medium · 55%

Pricing

Free tier

Flowise✓

Gumloop✓

Model

Flowisecommercial

Gumloopfreemium

Price level

Flowisemid

Gumlooplow

Starting price

Flowise$15

Gumloop–

Transparent

Flowise✗

Gumloop✓

Integrations

Count

Flowise3

Gumloop30

Security

Gdpr

Flowise–

Gumloop✓

Hipaa

Flowise–

Gumloop✓

Soc2

Flowise–

Gumloop✓

Vulnerabilities

FlowiseCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2FFlowiseAI%2FFlowise&per_page=100 · Last 12m: 0

Gumloop–

Adoption

Dependent repos

Flowise0

Gumloop–

Github stars

Flowise55,394

Gumloop–

Activity

Commits last 30d

Flowise11

Gumloop–

Release

Cadence days

Flowise22

Gumloop–

History

Flowise20 items

Gumloop–

Language

Primary

FlowiseTypeScript

Gumloop–

Market

Availability

FlowiseAvailable worldwide · Popular in US

GumloopAvailable worldwide · HQ US

Capabilities

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

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

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

Flowise is an open-source visual development platform using drag-and-drop interfaces to create AI agents, chatbots, and agentic workflows. It supports tool calling, knowledge retrieval from multiple data sources, and includes human-in-the-loop workflows for agent oversight and approval.

Independently observed

Gumloop

Leader

A platform for creating, deploying, and managing AI agents that automate tasks across connected tools and data sources. Users build workflows visually by connecting nodes, configure agents with reusable skills and rules, and monitor agent activity with governance controls.

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 2026-08-21verify ↗

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 2026-08-25verify ↗

Platform & deployment

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

Platform and deployment support comparison
Supports	Flowise	Gumloop
WebPlatforms	✓	✓
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✓	✓
On-premiseDeployment	✗	✓

Platforms

Web

Flowise✓

Gumloop✓

Deployment

Cloud / SaaS

Flowise✓

Gumloop✓

Self-hosted

Flowise✓

Gumloop✓

On-premise

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

30 total - 29 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
+5 more

Independently observed

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