Screenpipe vs Kilo Code vs CodeRabbit vs Glean

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
Glean
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.
Remove
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.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Glean
glean.com
Glean is an enterprise AI platform that connects to company apps and data to provide search, an AI assistant and agents.
Make main Remove
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%
—
Global rank web
—
#4,668,091
#38,145
—
Avg. last 3 months
—
10.5K
1.2M
—
Bounce rate lower is better
—
34%
49%
—
Pages / visit
—
2.4
3.5
—
Visit duration
—
19s
1m 55s
—
Traffic sources
—
—
● Direct 73% · ● Referral 24%
—
ScreenpipeKilo CodeCodeRabbitGlean
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
—
Starting price
$20.83per month · free tier available
$20per month · free tier available
$24per month
—
Free tier
–
–
Free trial
–
–
–
API access
–
–
Plans
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
—
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
—
Capabilities input → output
Input
AudioVideo
CodeText
Code
DataDocumentsText
Output
Text
Code
CodeText
Text
Skill level
Advanced
Advanced
Intermediate
Intermediate
Categories
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Education & LearningProductivity & OfficeAI AgentAI Assistant+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
5
8
10
Agents
–
–
Code analysis
–
–
Development
–
–
Digital information management
–
–
Knowledge bases
–
–
AI search
–
–
–
Code reviews
–
–
–
Coding
–
–
–
GitHub pull requests
–
–
–
Screen recordings
–
–
–
Agent creation
–
–
–
Agent management
–
–
–
Business productivity
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
Coding in VS Code
–
–
–
Digital memory recall
–
–
–
Knowledge
–
–
–
MCP
–
–
–
Transcription
–
–
–
Knowledge sourcing
–
–
–
Meeting notes
–
–
–
Model routing
–
–
–
OCR
–
–
–
Self hosted
–
–
–
Vs code
–
–
–
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
–
–
–
–

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.