Pieces vs Screenpipe vs Sourcegraph Cody vs Constella

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

Your tool
Pieces
vs
Competitor 1
Screenpipe
Competitor 2
Sourcegraph Cody
Competitor 3
Constella
Compare
4 tools · best value per row highlighted
Your tool Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Remove
Competitor 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.
Make main Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
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
169.6Kvisits/mo
—
185.6Kvisits/mo
7.4Kvisits/mo
MoM change
▼ 5.9%
—
▼ 10.6%
▼ 2.5%
6-month growth
-16.0%
—
-40.6%
+67.1%
Global rank web
#248,413
—
#204,583
#1,944,958
Avg. last 3 months
176.5K
—
209.7K
9.2K
Bounce rate lower is better
44%
—
42%
35%
Pages / visit
2.2
—
2.9
5.0
Visit duration
45s
—
1m 39s
1m 48s
Traffic sources
● Direct 68% · ● Referral 30%
—
● Direct 91% · ● Referral 7%
—
PiecesScreenpipeSourcegraph CodyConstella
099.2K198.5K297.7K396.9KPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KSourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4K1K10K100K1MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KSourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KConstella · 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
$18.99per month
$20.83per month · free tier available
$16,000per month
$5.99per month · free tier available
Free tier
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Free trial
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API access
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Plans
Pro $18.99/moEnterprise $22.99/mo
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
Enterprise $16,000/yr
Free FreeConstella Beta $5.99/yr
Capabilities input → output
Input
AudioCodeText
AudioVideo
CodeText
DocumentsTextWeb pages
Output
Text
Text
Code
Text
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Development & CodeAI Coding Assistant
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
10
4
5
Digital information management
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Coding
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Knowledge bases
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Knowledge exploration
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Code snippets
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Screen recordings
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Agents
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Digital memory recall
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MCP
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Research
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Transcription
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Code analysis
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Code documentation
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Debugging
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Meeting notes
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Note taking
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OCR
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Prompt management
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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.