Dify vs CodeViz vs Voiceflow

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
Voiceflow
Competitor 3
Suggested competitors for Dify: Flowise88% Langflow86% FastGPT85% Stack AI82% Botpress80% Rivet79% Kuberns78% Chatbase78%
Compare
3 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
Remove
Competitor CodeViz
codeviz.ai
The free tier caps you at five diagrams monthly and one repository
Make main Remove
Competitor Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
3.4Kvisits/mo
385Kvisits/mo
MoM change
▼ 16.6%
▼ 44.8%
▼ 5.8%
6-month growth
-30.6%
+35.5%
-35.3%
Global rank web
#39,510
#4,939,424
#93,201
Avg. last 3 months
1.1M
4.1K
407.5K
Bounce rate lower is better
41%
35%
38%
Pages / visit
4.4
1.8
5.2
Visit duration
6m 40s
16s
3m 07s
Traffic sources
● Direct 84% · ● Referral 15%
—
● Direct 75% · ● Referral 24%
DifyCodeVizVoiceflow
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 · 3.4KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385K1K10K100K1M10MDify · 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 · 3.4KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$590per month · free tier available
$19per month · free tier available
Free tier
Free tier
Free trial
–
API access
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free FreePro $19/moTeams $50/moCustom $0
—
Capabilities input → output
Input
DocumentsText
CodeText
DocumentsText
Output
Apps
Images
Apps
Skill level
Intermediate
Intermediate
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI Developer ToolsAI Diagram Generator
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
8
13
Agents
–
Agent creation
–
Chatbots
–
No-code
–
Architectural diagramming
–
–
Code diagramming
–
–
Code visualization
–
–
Customer support
–
–
Customer support chatbot
–
–
Diagrams
–
–
Voice agents
–
–
Workflows
–
–
Call agents
–
–
Call center automation
–
–
Calls
–
–
Chatbot building
–
–
Code documentation
–
–
Developer tools
–
–
Diagram assistance
–
–
LLM development
–
–
Call answering
–
–
Code reviews
–
–
Development
–
–
Onboarding tutorials
–
–
Productivity
–
–
Website to chatbot
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 1
Saves
0
0
0
Reviews
0
0
0
Prompts
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.