Dify vs llama.cpp vs CodeRabbit vs Botpress

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

Your tool
Dify
vs
Competitor 1
llama.cpp
Competitor 2
CodeRabbit
Competitor 3
Botpress
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
Remove
Competitor llama.cpp
github.com
llama.cpp is an open-source inference engine that runs large language models and vision-language models on local hardware or in the cloud with minimal setup.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Botpress
botpress.com
Build AI chatbots for business
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
1Mvisits/mo
359.8Kvisits/mo
MoM change
▼ 16.6%
—
▼ 22.7%
▼ 5.1%
6-month growth
-30.6%
—
+50.4%
-17.4%
Global rank web
#39,510
—
#38,145
#153,242
Avg. last 3 months
1.1M
—
1.2M
371.2K
Bounce rate lower is better
41%
—
49%
51%
Pages / visit
4.4
—
3.5
1.8
Visit duration
6m 40s
—
1m 55s
33s
Traffic sources
● Direct 84% · ● Referral 15%
—
● Direct 73% · ● Referral 24%
● Direct 86% · ● Referral 14%
Difyllama.cppCodeRabbitBotpress
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$590per month · free tier available
Free
$24per month
Free tier
Free tier
–
Free trial
–
–
API access
–
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
—
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Botpress Pricing $25/mo
Capabilities input → output
Input
DocumentsText
ImagesText
Code
DocumentsText
Output
Apps
Text
CodeText
Apps
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI APIAI Developer Tools
Development & CodeAI Code Review
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
7
8
8
Agents
–
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Agent creation
–
–
Chatbots
–
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No-code
–
–
Developer tools
–
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LLM development
–
–
Development
–
–
Chatbot building
–
–
–
Code reviews
–
–
–
GitHub pull requests
–
–
–
Local AI
–
–
–
Workflows
–
–
–
Chatbot integration
–
–
–
Code analysis
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–
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Code documentation
–
–
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Code quality
–
–
–
Code security analysis
–
–
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Code testing
–
–
–
Customer support
–
–
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Customer support chatbot
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–
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Large language models
–
–
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Self hosted
–
–
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APIs
–
–
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Llama 3 on mac
–
–
–
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.