Screenpipe vs CodeRabbit vs Mem vs Confluence

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

Your tool
Screenpipe
vs
Competitor 1
CodeRabbit
Competitor 2
Mem
Competitor 3
Confluence
Compare
4 tools · best value per row highlighted
Your tool 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.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Mem
mem.ai
Notes that organize themselves
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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
169.9Kvisits/mo
—
MoM change
—
▼ 22.7%
▼ 2.1%
—
6-month growth
—
+50.4%
-29.8%
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Global rank web
—
#38,145
#226,410
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Avg. last 3 months
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1.2M
187.7K
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Bounce rate lower is better
—
49%
36%
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Pages / visit
—
3.5
3.0
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Visit duration
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1m 55s
46s
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Traffic sources
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● Direct 73% · ● Referral 24%
● Direct 74% · ● Referral 25%
—
ScreenpipeCodeRabbitMemConfluence
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MMem · 209.8KMem · 206KMem · 241.8KMem · 236.7KMem · 241.8KMem · 236KMem · 362.4KMem · 219.8KMem · 173.5KMem · 169.9K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MMem · 209.8KMem · 206KMem · 241.8KMem · 236.7KMem · 241.8KMem · 236KMem · 362.4KMem · 219.8KMem · 173.5KMem · 169.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$20.83per month · free tier available
$24per month
$15per month · free tier available
$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
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
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
AudioVideo
Code
AudioTextWeb pages
DocumentsText
Output
Text
CodeText
Text
DocumentsSlidesText
Skill level
Advanced
Intermediate
Beginner-friendly
Intermediate
Categories
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Development & CodeAI Code Review
Education & LearningProductivity & OfficeAI AssistantAI Knowledge Management+1 more
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
8
5
11
Knowledge bases
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Transcription
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Digital information management
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Code reviews
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GitHub pull requests
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–
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Note taking
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Screen recordings
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Agents
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–
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Code analysis
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–
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Code documentation
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–
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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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–
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Knowledge
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–
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Knowledge exchange
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–
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MCP
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–
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Summarizing
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–
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Team collaboration
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–
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AI search
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–
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Chrome extensions
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–
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Development
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Document writing
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Idea management
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Knowledge sourcing
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Meeting notes
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OCR
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Self hosted
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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
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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.