Dify vs CodeViz vs Hal vs Botpress

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

Your tool
Dify
vs
Competitor 1
CodeViz
Competitor 2
Hal
Competitor 3
Botpress
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
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Competitor CodeViz
codeviz.ai
The free tier caps you at five diagrams monthly and one repository
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Competitor Hal
hal9.com
Hal9 is a powerful platform for quickly building and deploying fully customizable AI chatbots, powered by your data with complete privacy. In just under 5 minutes, you can create a tailored chatbot t
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Competitor Botpress
botpress.com
Build AI chatbots for business
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Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
3.4Kvisits/mo
3.4Kvisits/mo
359.8Kvisits/mo
MoM change
▼ 16.6%
▼ 44.8%
▼ 10.9%
▼ 5.1%
6-month growth
-30.6%
+35.5%
+60.6%
-17.4%
Global rank web
#39,510
#4,939,424
#6,156,551
#153,242
Avg. last 3 months
1.1M
4.1K
3.9K
371.2K
Bounce rate lower is better
41%
35%
39%
51%
Pages / visit
4.4
1.8
1.1
1.8
Visit duration
6m 40s
16s
—
33s
Traffic sources
● Direct 84% · ● Referral 15%
—
—
● Direct 86% · ● Referral 14%
DifyCodeVizHalBotpress
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MCodeViz · 4.2KCodeViz · 6.4KCodeViz · 2.7KCodeViz · 2.5KCodeViz · 6.3KCodeViz · 3.3KCodeViz · 2.5KCodeViz · 6.2KCodeViz · 3.4KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8K1001K10K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MCodeViz · 4.2KCodeViz · 6.4KCodeViz · 2.7KCodeViz · 2.5KCodeViz · 6.3KCodeViz · 3.3KCodeViz · 2.5KCodeViz · 6.2KCodeViz · 3.4KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KBotpress · 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
Freemium
Starting price
$590per month · free tier available
$19per month · free tier available
$2,000per month
Free tier
Free tier
–
Free trial
–
–
API access
–
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free FreePro $19/moTeams $50/moCustom $0
Startups $2,000/mo
Botpress Pricing $25/mo
Capabilities input → output
Input
DocumentsText
CodeText
CodeText
DocumentsText
Output
Apps
Images
Apps
Apps
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI Developer ToolsAI Diagram Generator
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
4
8
Chatbots
–
Agents
–
–
Chatbot building
–
–
Agent creation
–
–
No-code
–
–
Architectural diagramming
–
–
–
Code diagramming
–
–
–
Code visualization
–
–
–
Diagrams
–
–
–
Workflows
–
–
–
APIs
–
–
–
Chatbot integration
–
–
–
Code documentation
–
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
Developer tools
–
–
–
Diagram assistance
–
–
–
Document chat
–
–
–
LLM development
–
–
–
Code reviews
–
–
–
Development
–
–
–
Onboarding tutorials
–
–
–
Productivity
–
–
–
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.