Screenpipe vs Kilo Code vs CodeRabbit vs GitBook

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

Your tool
Screenpipe
vs
Competitor 1
Kilo Code
Competitor 2
CodeRabbit
Competitor 3
GitBook
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 Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor GitBook
gitbook.com
GitBook is a documentation and knowledge platform for publishing product docs that work for both people and AI.
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Traffic estimated monthly website traffic
Monthly visits
—
1.9Kvisits/mo
1Mvisits/mo
—
MoM change
—
▼ 42.3%
▼ 22.7%
—
6-month growth
—
-94.4%
+50.4%
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Global rank web
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#4,668,091
#38,145
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Avg. last 3 months
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10.5K
1.2M
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Bounce rate lower is better
—
34%
49%
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Pages / visit
—
2.4
3.5
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Visit duration
—
19s
1m 55s
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Traffic sources
—
—
● Direct 73% · ● Referral 24%
—
ScreenpipeKilo CodeCodeRabbitGitBook
0331.5K663K994.5K1.3MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M1K10K100K1M10MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$20.83per month · free tier available
$20per month · free tier available
$24per month
$65per month · free tier available
Free tier
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Free trial
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API access
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Plans
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeEssential $65/moUltimate $249/moEnterprise Custom
Capabilities input → output
Input
AudioVideo
CodeText
Code
CodeText
Output
Text
Code
CodeText
DocumentsText
Skill level
Advanced
Advanced
Intermediate
Beginner-friendly
Categories
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Development & CodeEducation & LearningAI Developer ToolsAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
5
8
8
Code documentation
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Knowledge bases
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Code analysis
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Development
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Digital information management
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Code reviews
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Coding
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GitHub pull requests
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Screen recordings
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Agents
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Code quality
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Code security analysis
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Code testing
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Coding in VS Code
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Digital memory recall
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Knowledge
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MCP
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Transcription
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API docs
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Customer support chatbot
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Developer tools
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Document creation
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Meeting notes
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OCR
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Self hosted
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Vs code
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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.