Dify vs ZeroPath vs Langflow vs Botpress

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

Your tool
Dify
vs
Competitor 1
ZeroPath
Competitor 2
Langflow
Competitor 3
Botpress
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
Remove
Competitor ZeroPath
zeropath.com
Traditional security tools won't scan your codebase for auth bypasses or business logic flaws that only emerge when you understand how the entire application actually works
Make main Remove
Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Competitor Botpress
botpress.com
Build AI chatbots for business
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
40.6Kvisits/mo
215.3Kvisits/mo
359.8Kvisits/mo
MoM change
▼ 16.6%
▲ 16.1%
▼ 0.7%
▼ 5.1%
6-month growth
-30.6%
+50.1%
-4.9%
-17.4%
Global rank web
#39,510
#858,063
#217,191
#153,242
Avg. last 3 months
1.1M
38.9K
225.2K
371.2K
Bounce rate lower is better
41%
43%
44%
51%
Pages / visit
4.4
1.7
2.2
1.8
Visit duration
6m 40s
22s
1m 04s
33s
Traffic sources
● Direct 84% · ● Referral 15%
● Direct 77% · ● Mail 18%
● Direct 76% · ● Referral 24%
● Direct 86% · ● Referral 14%
DifyZeroPathLangflowBotpress
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8K10K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
$590per month · free tier available
$1,000per month · free tier available
Free
Free tier
Free tier
Free trial
–
–
API access
–
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Team $1,000/moEnterprise CustomFree Proof of Value Free
—
Botpress Pricing $25/mo
Capabilities input → output
Input
DocumentsText
Code
Text
DocumentsText
Output
Apps
CodeText
Apps
Apps
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI Code ReviewAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
8
9
8
Agents
–
No-code
–
Agent creation
–
Chatbots
–
Workflows
–
–
Developer tools
–
–
LLM development
–
–
Development
–
–
Chatbot building
–
–
–
Code security
–
–
–
Code security analysis
–
–
–
Cybersecurity vulnerabilities
–
–
–
Vulnerability analysis
–
–
–
Chatbot integration
–
–
–
Code analysis
–
–
–
Code reviews
–
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
APIs
–
–
–
Cybersecurity
–
–
–
Productivity
–
–
–
Security automation
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 0
▲ 1
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.