CodeRabbit vs MindMarks vs Confluence

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

Your tool
CodeRabbit
vs
Competitor 1
MindMarks
Competitor 2
Confluence
Competitor 3
Suggested competitors for CodeRabbit: Greptile86% Qodo (Formerly Codium)85% Sourcery82% Kilo Code Reviewer78% Devin Review74% TuringMind AI70% DryRun Security65% OpenAI Codex62%
Compare
3 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor MindMarks
mindmarks.io
MindMarks helps users organize, search, and reuse ChatGPT, Claude, and Gemini
Make main Remove
Competitor Confluence
atlassian.com
Confluence is Atlassian's AI-assisted workspace for ideas, docs and company knowledge, where teams write, organize and find information together.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
854visits/mo
—
MoM change
▼ 22.7%
—
—
6-month growth
+50.4%
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—
Global rank web
#38,145
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—
Avg. last 3 months
1.2M
284
—
Bounce rate lower is better
49%
39%
—
Pages / visit
3.5
1.1
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Visit duration
1m 55s
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—
Traffic sources
● Direct 73% · ● Referral 24%
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CodeRabbitMindMarksConfluence
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MMindMarks · 8541001K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MMindMarks · 854Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
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Freemium
Starting price
$24per month
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$5.42per month · free tier available
Free tier
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Free trial
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API access
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–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Free FreeStandard $5.42/moPremium $10.44/moEnterprise Custom
Capabilities input → output
Input
Code
Text
DocumentsText
Output
CodeText
Text
DocumentsSlidesText
Skill level
Intermediate
Beginner-friendly
Intermediate
Categories
Development & CodeAI Code Review
Education & LearningAI Knowledge Management
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
4
6
Knowledge bases
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Digital information management
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Code reviews
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Conversation archiving
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GitHub pull requests
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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
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Confluence assistance
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Knowledge
–
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Knowledge exchange
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Conversation summaries
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Development
–
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Knowledge sourcing
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 4
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
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–
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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.