CodeRabbit vs Flowith vs Dify vs Sourcery

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

Your tool
CodeRabbit
vs
Competitor 1
Flowith
Competitor 2
Dify
Competitor 3
Sourcery
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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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 Dify
dify.ai
AI apps without code
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Competitor Sourcery
sourcery.ai
AI code reviewer that never takes a day off
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Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
1Mvisits/mo
57.7Kvisits/mo
MoM change
▼ 22.7%
—
▼ 16.6%
▼ 19.8%
6-month growth
+50.4%
—
-30.6%
-28.8%
Global rank web
#38,145
—
#39,510
#495,687
Avg. last 3 months
1.2M
—
1.1M
65.8K
Bounce rate lower is better
49%
—
41%
46%
Pages / visit
3.5
—
4.4
2.3
Visit duration
1m 55s
—
6m 40s
24s
Traffic sources
● Direct 73% · ● Referral 24%
—
● Direct 84% · ● Referral 15%
● Direct 83% · ● Referral 15%
CodeRabbitFlowithDifySourcery
0368.2K736.4K1.1M1.5MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MSourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MSourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
$17.91per month · free tier available
$590per month · free tier available
$12per month · free tier available
Free tier
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Free trial
–
–
API access
–
–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Starter FreePro $17.91/moUltimate $44.91/moInfinite $399.92/mo
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Open Source CustomPro $12/moTeam $24/moEnterprise Custom
Capabilities input → output
Input
Code
DocumentsImagesText
DocumentsText
Code
Output
CodeText
ImagesTextVideo
Apps
CodeText
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Development & CodeAI Code Review
Chatbots & CompanionsProductivity & OfficeAI AgentAI Chatbot
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
7
9
8
Agents
–
–
Code reviews
–
–
GitHub pull requests
–
–
Code security analysis
–
–
Chatbots
–
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Code analysis
–
–
Development
–
–
Agent creation
–
–
–
No-code
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–
–
Workflows
–
–
–
Brainstorming
–
–
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Code documentation
–
–
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Code quality
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–
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Code security
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Code testing
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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
–
–
–
Vulnerability analysis
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–
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Chatting
–
–
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Cve monitoring
–
–
–
Cybersecurity vulnerabilities
–
–
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Image generation
–
–
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LLM comparison
–
–
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Productivity
–
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
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.