Screenpipe vs Qoder vs Constella vs Convolut

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

Your tool
Screenpipe
vs
Competitor 1
Qoder
Competitor 2
Constella
Competitor 3
Convolut
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 Qoder
qoder.com
Over a million developers already use Qoder
Make main Remove
Competitor Constella
constella.app
Opening Constella drops you into a system that ditches the usual file cabinet metaphor entirely
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Competitor Convolut
convolut.app
Convolut functions as a personal AI context bank, solving the problem of repeatedly feeding the same background information to language models
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Traffic estimated monthly website traffic
Monthly visits
—
3Mvisits/mo
7.4Kvisits/mo
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MoM change
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▼ 6.6%
▼ 2.5%
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6-month growth
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+22.5%
+67.1%
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Global rank web
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#15,878
#1,944,958
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Avg. last 3 months
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3.1M
9.2K
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Bounce rate lower is better
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32%
35%
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Pages / visit
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5.0
5.0
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Visit duration
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4m 15s
1m 48s
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Traffic sources
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● Direct 85% · ● Referral 15%
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ScreenpipeQoderConstellaConvolut
0799.8K1.6M2.4M3.2MQoder · 1.1MQoder · 1.3MQoder · 1.4MQoder · 1.2MQoder · 2.4MQoder · 2.2MQoder · 2.7MQoder · 3.1MQoder · 3.2MQoder · 3MConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4K1K10K100K1M10MQoder · 1.1MQoder · 1.3MQoder · 1.4MQoder · 1.2MQoder · 2.4MQoder · 2.2MQoder · 2.7MQoder · 3.1MQoder · 3.2MQoder · 3MConstella · 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
$20per month · free tier available
$5.99per month · free tier available
$7per month · free tier available
Free tier
Free trial
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–
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API access
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Plans
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
Free FreePro $20/moPro+ $60/moUltra $200/mo
Free FreeConstella Beta $5.99/yr
Free FreeBasic $7/moPlus $12/mo
Capabilities input → output
Input
AudioVideo
CodeImagesText
DocumentsTextWeb pages
DocumentsText
Output
Text
Code
Text
Text
Skill level
Advanced
Intermediate
Intermediate
Intermediate
Categories
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Education & LearningAI Knowledge Management
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
4
5
8
Knowledge bases
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Digital information management
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Agents
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Note taking
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Coding
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Context banks
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Screen recordings
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Context engineering
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Digital memory recall
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–
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Info storing
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Knowledge exploration
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MCP
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Prompt management
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Research
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Transcription
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APIs
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Code documentation
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Development
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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
▲ 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.