Dify vs Langflow vs Cloudgeni vs illumi

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Dify
vs
Competitor 1
Langflow
Competitor 2
Cloudgeni
Competitor 3
illumi
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
Remove
Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Competitor Cloudgeni
cloudgeni.ai
Cloudgeni is an agentic AIOps service for cloud infrastructure.
Make main Remove
Competitor illumi
illumi.one
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
215.3Kvisits/mo
933visits/mo
4.8Kvisits/mo
MoM change
▼ 16.6%
▼ 0.7%
▼ 23.2%
▲ 13.4%
6-month growth
-30.6%
-4.9%
—
-37.4%
Global rank web
#39,510
#217,191
#13,519,090
#3,948,892
Avg. last 3 months
1.1M
225.2K
843
4.7K
Bounce rate lower is better
41%
44%
33%
34%
Pages / visit
4.4
2.2
1.7
2.1
Visit duration
6m 40s
1m 04s
27s
47s
Traffic sources
● Direct 84% · ● Referral 15%
● Direct 76% · ● Referral 24%
—
—
DifyLangflowCloudgeniillumi
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933illumi · 3.9Killumi · 6.1Killumi · 5.9Killumi · 6.7Killumi · 7.7Killumi · 5.9Killumi · 6.9Killumi · 4.9Killumi · 4.2Killumi · 4.8K1001K10K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933illumi · 3.9Killumi · 6.1Killumi · 5.9Killumi · 6.7Killumi · 7.7Killumi · 5.9Killumi · 6.9Killumi · 4.9Killumi · 4.2Killumi · 4.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Paid
Freemium
Starting price
$590per month · free tier available
Free
$449per month
$12per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
—
—
Starter FreePro $12/moTeam CustomDesign Partner $0
Capabilities input → output
Input
DocumentsText
Text
CodeDataText
DocumentsText
Output
Apps
Apps
Code
Text
Skill level
Intermediate
Advanced
Advanced
Beginner-friendly
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Chatbots & CompanionsProductivity & OfficeAI ChatbotAI Mind Mapping
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
9
7
5
Agents
–
Developer tools
–
No-code
–
–
Agent creation
–
–
Workflows
–
–
Chatbots
–
–
LLM development
–
–
Development
–
–
Cloud infrastructure
–
–
–
DevOps
–
–
–
Visual workspace
–
–
–
GitHub pull requests
–
–
–
Infrastructure monitoring
–
–
–
Mind maps
–
–
–
Team collaboration
–
–
–
APIs
–
–
–
Knowledge maps
–
–
–
Productivity
–
–
–
Sre
–
–
–
Virtual workspace
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.