Dify vs Botpress vs Stepper vs Langflow
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Dify
vs
Dify
Competitor 1
Botpress
Botpress
Competitor 2
Stepper
Stepper
Competitor 3
Langflow
LangflowCompare
4 tools · best value per row highlighted
Competitor
Stepper
Stepper
stepper.io
Building automated workflows traditionally requires either coding skills or wrestling with complex visual builders
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
359.8Kvisits/mo
49.9Kvisits/mo
215.3Kvisits/mo
MoM change
▼ 16.6%
▼ 5.1%
▲ 34.2%
▼ 0.7%
6-month growth
-30.6%
-17.4%
+519.2%
-4.9%
Global rank web
#39,510
#153,242
#677,321
#217,191
Avg. last 3 months
1.1M
371.2K
38.1K
225.2K
Bounce rate lower is better
41%
51%
40%
44%
Pages / visit
4.4
1.8
2.0
2.2
Visit duration
6m 40s
33s
47s
1m 04s
Traffic sources
● Direct 84% · ● Referral 15%
● Direct 86% · ● Referral 14%
—
● Direct 76% · ● Referral 24%
DifyBotpressStepperLangflow
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$590per month · free tier available
Free tier
$19per month · free tier available
Free
Free tier
Free trial
–
–
–
API access
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Botpress Pricing $25/mo
Free FreePro $19/moTeam Coming soon
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Capabilities input → output
Input
DocumentsText
DocumentsText
Text
Text
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Tasks what each tool can do · 1 shared · core partial
Tasks covered
9
8
4
9
No-code
Agents
–
Workflows
–
Agent creation
–
Chatbots
–
Developer tools
–
–
LLM development
–
–
Development
–
–
Chatbot building
–
–
–
Process automation
–
–
–
Business automation
–
–
–
Chatbot integration
–
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
APIs
–
–
–
Productivity
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 1
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
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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.