Screenpipe vs GitHub Copilot vs Learnbase vs Constella

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

Your tool
Screenpipe
vs
Competitor 1
GitHub Copilot
Competitor 2
Learnbase
Competitor 3
Constella
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 GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Learnbase
learnbase.app
Quick AI responses give you answers
Make main Remove
Competitor Constella
constella.app
Opening Constella drops you into a system that ditches the usual file cabinet metaphor entirely
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
637.9Mvisits/mo
217visits/mo
7.4Kvisits/mo
MoM change
—
▲ 3.7%
▼ 71.0%
▼ 2.5%
6-month growth
—
+19.3%
—
+67.1%
Global rank web
—
#49
—
#1,944,958
Avg. last 3 months
—
629.7M
597
9.2K
Bounce rate lower is better
—
36%
40%
35%
Pages / visit
—
5.9
1.4
5.0
Visit duration
—
6m 26s
4s
1m 48s
Traffic sources
—
● Direct 83% · ● Referral 15%
—
—
ScreenpipeGitHub CopilotLearnbaseConstella
0159.5M318.9M478.4M637.9MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MLearnbase · 42Learnbase · 374Learnbase · 827Learnbase · 749Learnbase · 217Constella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4K101001K10K100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MLearnbase · 42Learnbase · 374Learnbase · 827Learnbase · 749Learnbase · 217Constella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$20.83per month · free tier available
$4per month · free tier available
$14.99per month · free tier available
$5.99per month · free tier available
Free tier
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
Free FreeTeam $4/moEnterprise $21/mo
Free FreePro $14.99/moEnterprise $0
Free FreeConstella Beta $5.99/yr
Capabilities input → output
Input
AudioVideo
CodeText
Text
DocumentsTextWeb pages
Output
Text
Code
Text
Text
Skill level
Advanced
Intermediate
Beginner-friendly
Intermediate
Categories
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Education & LearningAI Knowledge Management
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
9
6
5
Knowledge bases
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Agents
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Digital information management
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Code autocompletion
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–
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Coding
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–
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Learning paths
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Screen recordings
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Code reviews
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Coding in VS Code
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Digital memory recall
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Knowledge exploration
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–
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Learning
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MCP
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–
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Research
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Study plans
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Transcription
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Vs code
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Agent management
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Debugging
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Education
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Knowledge
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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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Terminal
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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
2
0
0
Verified listing
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–
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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.