Pieces vs Knowledge Plane vs Sourcegraph Cody vs Glean

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

Your tool
Pieces
vs
Competitor 1
Knowledge Plane
Competitor 2
Sourcegraph Cody
Competitor 3
Glean
Compare
4 tools · best value per row highlighted
Your tool Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Remove
Competitor Knowledge Plane
knowledgeplane.io
Engineering teams watch their AI tools hallucinate outdated project details
Make main Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
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
169.6Kvisits/mo
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185.6Kvisits/mo
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MoM change
▼ 5.9%
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▼ 10.6%
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6-month growth
-16.0%
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-40.6%
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Global rank web
#248,413
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#204,583
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Avg. last 3 months
176.5K
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209.7K
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Bounce rate lower is better
44%
0%
42%
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Pages / visit
2.2
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2.9
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Visit duration
45s
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1m 39s
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Traffic sources
● Direct 68% · ● Referral 30%
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● Direct 91% · ● Referral 7%
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PiecesKnowledge PlaneSourcegraph CodyGlean
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 · 185.6K100K1MPieces · 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 · 185.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
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Starting price
$18.99per month
$19per month · free tier available
$16,000per month
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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
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Enterprise $16,000/yr
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Capabilities input → output
Input
AudioCodeText
CodeDocumentsText
CodeText
DataDocumentsText
Output
Text
Text
Code
Text
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningAI Knowledge Management
Development & CodeAI Coding Assistant
Education & LearningProductivity & OfficeAI AgentAI Assistant+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
12
4
10
Digital information management
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Coding
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Knowledge
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Knowledge bases
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Knowledge sourcing
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Code documentation
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AI search
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Agents
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Code snippets
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Knowledge graphs
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Agent creation
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Agent management
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Agent memory
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Business productivity
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Developer tools
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Knowledge maps
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Code analysis
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Codebase q a
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Debugging
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Knowledge exchange
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Knowledge exploration
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Model routing
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Prompt management
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Slack
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
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Saves
0
0
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0
Reviews
0
0
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Prompts
0
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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.