Dify vs ZeroPath vs Astrix Security 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
Astrix Security
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 Astrix Security
astrix.security
Astrix Security is an identity security product for AI agents and non-human identities such as service accounts, OAuth tokens, machine credentials and secrets.
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
—
359.8Kvisits/mo
MoM change
▼ 16.6%
▲ 16.1%
—
▼ 5.1%
6-month growth
-30.6%
+50.1%
—
-17.4%
Global rank web
#39,510
#858,063
—
#153,242
Avg. last 3 months
1.1M
38.9K
—
371.2K
Bounce rate lower is better
41%
43%
—
51%
Pages / visit
4.4
1.7
—
1.8
Visit duration
6m 40s
22s
—
33s
Traffic sources
● Direct 84% · ● Referral 15%
● Direct 77% · ● Mail 18%
—
● Direct 86% · ● Referral 14%
DifyZeroPathAstrix SecurityBotpress
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 · 40.6KBotpress · 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 · 40.6KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
—
Freemium
Starting price
$590per month · free tier available
$1,000per month · free tier available
—
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
Data
DocumentsText
Output
Apps
CodeText
Data
Apps
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Developer Tools
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
8
7
8
Agents
–
–
Agent creation
–
–
Chatbots
–
–
No-code
–
–
Cybersecurity
–
–
Agent identity verification
–
–
–
Chatbot building
–
–
–
Code security
–
–
–
Code security analysis
–
–
–
Cybersecurity vulnerabilities
–
–
–
Identity protection
–
–
–
Vulnerability analysis
–
–
–
Workflows
–
–
–
Agent integrity monitoring
–
–
–
Agent management
–
–
–
Chatbot integration
–
–
–
Code analysis
–
–
–
Code reviews
–
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
Developer tools
–
–
–
LLM development
–
–
–
Security
–
–
–
Development
–
–
–
MCP
–
–
–
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.