Dify vs Langflow vs illumi vs Anyscale

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
illumi
Competitor 3
Anyscale
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 illumi
illumi.one
Make main Remove
Competitor Anyscale
anyscale.com
Scale AI effortlessly
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
215.3Kvisits/mo
4.8Kvisits/mo
79.1Kvisits/mo
MoM change
▼ 16.6%
▼ 0.7%
▲ 13.4%
▼ 25.4%
6-month growth
-30.6%
-4.9%
-37.4%
-21.0%
Global rank web
#39,510
#217,191
#3,948,892
#330,039
Avg. last 3 months
1.1M
225.2K
4.7K
90.4K
Bounce rate lower is better
41%
44%
34%
42%
Pages / visit
4.4
2.2
2.1
3.3
Visit duration
6m 40s
1m 04s
47s
1m 53s
Traffic sources
● Direct 84% · ● Referral 15%
● Direct 76% · ● Referral 24%
—
● Direct 81% · ● Referral 15%
DifyLangflowillumiAnyscale
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 · 215.3Killumi · 3.9Killumi · 6.1Killumi · 5.9Killumi · 6.7Killumi · 7.7Killumi · 5.9Killumi · 6.9Killumi · 4.9Killumi · 4.2Killumi · 4.8KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1K1K10K100K1M10MDify · 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 · 215.3Killumi · 3.9Killumi · 6.1Killumi · 5.9Killumi · 6.7Killumi · 7.7Killumi · 5.9Killumi · 6.9Killumi · 4.9Killumi · 4.2Killumi · 4.8KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$590per month · free tier available
Free
$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
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
Capabilities input → output
Input
DocumentsText
Text
DocumentsText
CodeData
Output
Apps
Apps
Text
Data
Skill level
Intermediate
Advanced
Beginner-friendly
Advanced
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Chatbots & CompanionsProductivity & OfficeAI ChatbotAI Mind Mapping
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
9
5
5
LLM development
–
Development
–
Agents
–
–
No-code
–
–
Agent creation
–
–
Workflows
–
–
Chatbots
–
–
Developer tools
–
–
GPU infrastructure
–
–
–
Model training
–
–
–
Visual workspace
–
–
–
Cloud computing
–
–
–
Mind maps
–
–
–
Team collaboration
–
–
–
APIs
–
–
–
Knowledge maps
–
–
–
Productivity
–
–
–
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.