Screenpipe vs Windsurf vs CodeRabbit vs Stacks

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

Your tool
Screenpipe
vs
Competitor 1
Windsurf
Competitor 2
CodeRabbit
Competitor 3
Stacks
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 Windsurf
windsurf.com
Windsurf, which now appears on the web as Devin Desktop, is a desktop code editor that doubles as a control room for coding agents.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Stacks
betterstacks.com
Stacks is a personal AI workspace that gathers what you find online into one searchable place.
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Traffic estimated monthly website traffic
Monthly visits
—
29.6Kvisits/mo
1Mvisits/mo
6.3Kvisits/mo
MoM change
—
▲ 7.8%
▼ 22.7%
▼ 8.4%
6-month growth
—
+122.1%
+50.4%
-50.8%
Global rank web
—
#1,172,623
#38,145
#3,182,249
Avg. last 3 months
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26.9K
1.2M
6.1K
Bounce rate lower is better
—
50%
49%
41%
Pages / visit
—
1.3
3.5
1.7
Visit duration
—
13s
1m 55s
6s
Traffic sources
—
—
● Direct 73% · ● Referral 24%
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ScreenpipeWindsurfCodeRabbitStacks
0331.5K663K994.5K1.3MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KCodeRabbit · 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 · 6.3K1K10K100K1M10MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KCodeRabbit · 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
$20.83per month · free tier available
$20per month · free tier available
$24per month
$9per month
Free tier
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Free trial
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–
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API access
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–
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Plans
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
Free FreePro $20/moMax $200/moTeams $80/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Be Productive $89/yrBe Collaborative $199/yrBe Creative $349/yr
Capabilities input → output
Input
AudioVideo
CodeText
Code
DocumentsTextWeb pages
Output
Text
Code
CodeText
Text
Skill level
Advanced
Advanced
Intermediate
Beginner-friendly
Categories
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeAI Code Review
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
8
8
6
Agents
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Code reviews
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Digital information management
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GitHub pull requests
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Knowledge bases
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Agent management
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–
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Bookmarking
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–
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Code autocompletion
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Coding
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Screen recordings
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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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Debugging
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Developer tools
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Digital memory recall
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MCP
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Transcription
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Development
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Knowledge exploration
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Meeting notes
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Note taking
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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
▲ 1
▲ 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.