Dify vs CodeViz vs Hal vs Kuberns

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
Kuberns
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 Kuberns
kuberns.com
Deploy your project in minutes with an AI-agentic platform.
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Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
3.4Kvisits/mo
3.4Kvisits/mo
51.7Kvisits/mo
MoM change
▼ 16.6%
▼ 44.8%
▼ 10.9%
▲ 11.6%
6-month growth
-30.6%
+35.5%
+60.6%
-4.8%
Global rank web
#39,510
#4,939,424
#6,156,551
#389,451
Avg. last 3 months
1.1M
4.1K
3.9K
47.8K
Bounce rate lower is better
41%
35%
39%
27%
Pages / visit
4.4
1.8
1.1
8.8
Visit duration
6m 40s
16s
—
14m 35s
Traffic sources
● Direct 84% · ● Referral 15%
—
—
● Direct 83% · ● Referral 16%
DifyCodeVizHalKuberns
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 · 3.4KKuberns · 54.3KKuberns · 42.4KKuberns · 48.4KKuberns · 45.4KKuberns · 46.3KKuberns · 51.7K1001K10K100K1M10MDify · 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 · 3.4KKuberns · 54.3KKuberns · 42.4KKuberns · 48.4KKuberns · 45.4KKuberns · 46.3KKuberns · 51.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$590per month · free tier available
$19per month · free tier available
$2,000per month
$7per month · free tier available
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
Free Trial FreeStarter $7/moBasic $12/moStandard $20/mo+2 more
Capabilities input → output
Input
DocumentsText
CodeText
CodeText
Code
Output
Apps
Images
Apps
Apps
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI Developer ToolsAI Diagram Generator
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
8
4
6
Chatbots
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Developer tools
–
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Agents
–
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Development
–
–
Agent creation
–
–
–
Architectural diagramming
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Chatbot building
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Code diagramming
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Code visualization
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–
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Diagrams
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–
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No-code
–
–
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Workflows
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APIs
–
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Code documentation
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–
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DevOps
–
–
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Diagram assistance
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–
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Document chat
–
–
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LLM development
–
–
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Workflow deployment
–
–
–
Cloud DevOps advice
–
–
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Code reviews
–
–
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Onboarding tutorials
–
–
–
Productivity
–
–
–
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
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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.