Confluence vs Screenpipe vs CodeRabbit vs Stacks

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

Your tool
Confluence
vs
Competitor 1
Screenpipe
Competitor 2
CodeRabbit
Competitor 3
Stacks
Compare
4 tools · best value per row highlighted
Your tool Confluence
atlassian.com
Confluence is Atlassian's AI-assisted workspace for ideas, docs and company knowledge, where teams write, organize and find information together.
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Competitor Screenpipe
screenpi.pe
Screenpipe records what appears on your screen and what you hear, turns it into local searchable history, and lets approved AI agents use that history as context.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Stacks
betterstacks.com
Stacks is a personal AI workspace that gathers what you find online into one searchable place.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
1Mvisits/mo
6.3Kvisits/mo
MoM change
—
—
▼ 22.7%
▼ 8.4%
6-month growth
—
—
+50.4%
-50.8%
Global rank web
—
—
#38,145
#3,182,249
Avg. last 3 months
—
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1.2M
6.1K
Bounce rate lower is better
—
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49%
41%
Pages / visit
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—
3.5
1.7
Visit duration
—
—
1m 55s
6s
Traffic sources
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—
● Direct 73% · ● Referral 24%
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ConfluenceScreenpipeCodeRabbitStacks
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MStacks · 7KStacks · 12.2KStacks · 12.8KStacks · 8.7KStacks · 5.7KStacks · 5.1KStacks · 6.8KStacks · 6.3K1K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MStacks · 7KStacks · 12.2KStacks · 12.8KStacks · 8.7KStacks · 5.7KStacks · 5.1KStacks · 6.8KStacks · 6.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Paid
Starting price
$5.42per month · free tier available
$20.83per month · free tier available
$24per month
$9per month
Free tier
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Free trial
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API access
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Plans
Free FreeStandard $5.42/moPremium $10.44/moEnterprise Custom
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Be Productive $89/yrBe Collaborative $199/yrBe Creative $349/yr
Capabilities input → output
Input
DocumentsText
AudioVideo
Code
DocumentsTextWeb pages
Output
DocumentsSlidesText
Text
CodeText
Text
Skill level
Intermediate
Advanced
Intermediate
Beginner-friendly
Categories
Education & LearningAI Knowledge Management
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Development & CodeAI Code Review
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
11
10
8
6
Knowledge bases
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Digital information management
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Bookmarking
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Code reviews
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GitHub pull requests
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Screen recordings
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Agents
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Chrome extensions
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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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Digital memory recall
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Document creation
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Knowledge
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Knowledge exchange
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MCP
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Summarizing
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Team collaboration
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Transcription
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AI search
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Development
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Document writing
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Knowledge exploration
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Knowledge sourcing
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Meeting notes
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Note taking
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OCR
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
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.