Dify vs Flowith 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
Flowith
Competitor 2
CodeRabbit
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 Flowith
flowith.io
Flowith is an agentic workspace built for deep work, brainstorming and creative workflows, often described as an AI whiteboard.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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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
—
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%
DifyFlowithCodeRabbitBotpress
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
Freemium
Freemium
Freemium
Starting price
$590per month · free tier available
$17.91per month · free tier available
$24per month
Free tier
Free tier
–
Free trial
–
–
API access
–
–
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Starter FreePro $17.91/moUltimate $44.91/moInfinite $399.92/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Botpress Pricing $25/mo
Capabilities input → output
Input
DocumentsText
DocumentsImagesText
Code
DocumentsText
Output
Apps
ImagesTextVideo
CodeText
Apps
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Chatbots & CompanionsProductivity & OfficeAI AgentAI Chatbot
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
–
Chatbots
–
Agent creation
–
–
No-code
–
–
Development
–
–
Chatbot building
–
–
–
Code reviews
–
–
–
GitHub pull requests
–
–
–
Workflows
–
–
–
Brainstorming
–
–
–
Chatbot integration
–
–
–
Code analysis
–
–
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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
–
–
–
Customer support
–
–
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Customer support chatbot
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–
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Developer tools
–
–
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LLM development
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–
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Visual workspace
–
–
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Chatting
–
–
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Image generation
–
–
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LLM comparison
–
–
–
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.