Dify vs Kilo Code vs CodeRabbit vs Voiceflow
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Dify
vs Dify
Competitor 1
Kilo Code
Kilo Code
Competitor 2
CodeRabbit
CodeRabbit
Competitor 3
Voiceflow
VoiceflowCompare
4 tools · best value per row highlighted
Competitor
Kilo Code
Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
1.9Kvisits/mo
1Mvisits/mo
385Kvisits/mo
MoM change
▼ 16.6%
▼ 42.3%
▼ 22.7%
▼ 5.8%
6-month growth
-30.6%
-94.4%
+50.4%
-35.3%
Global rank web
#39,510
#4,668,091
#38,145
#93,201
Avg. last 3 months
1.1M
10.5K
1.2M
407.5K
Bounce rate lower is better
41%
34%
49%
38%
Pages / visit
4.4
2.4
3.5
5.2
Visit duration
6m 40s
19s
1m 55s
3m 07s
Traffic sources
● Direct 84% · ● Referral 15%
—
● Direct 73% · ● Referral 24%
● Direct 75% · ● Referral 24%
DifyKilo CodeCodeRabbitVoiceflow
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$590per month · free tier available
$20per month · free tier available
$24per month
Free tier
Free tier
–
Free trial
–
–
API access
–
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
—
Capabilities input → output
Input
DocumentsText
CodeText
Code
DocumentsText
Output
Apps
Code
CodeText
Apps
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
9
5
8
13
Development
–
Agents
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–
Agent creation
–
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Chatbots
–
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No-code
–
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Code analysis
–
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Code reviews
–
–
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Coding
–
–
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Customer support
–
–
–
Customer support chatbot
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GitHub pull requests
–
–
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Voice agents
–
–
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Workflows
–
–
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Call agents
–
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Call center automation
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Calls
–
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Chatbot building
–
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Code documentation
–
–
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Code quality
–
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Code security analysis
–
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Code testing
–
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Coding in VS Code
–
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Developer tools
–
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LLM development
–
–
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Call answering
–
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Productivity
–
–
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Vs code
–
–
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Website to chatbot
–
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–
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
–
–
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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.