Knowledge Plane vs Liminary vs Sourcegraph Cody vs Fabric

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

Your tool
Knowledge Plane
vs
Competitor 1
Liminary
Competitor 2
Sourcegraph Cody
Competitor 3
Fabric
Compare
4 tools · best value per row highlighted
Your tool Knowledge Plane
knowledgeplane.io
Engineering teams watch their AI tools hallucinate outdated project details
Remove
Competitor Liminary
liminary.io
Ever open a browser tab to find something you saved three months ago, only to spend ten minutes hunting through bookmarks
Make main Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
Make main Remove
Competitor Fabric
fabric.so
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
23.3Kvisits/mo
185.6Kvisits/mo
173.7Kvisits/mo
MoM change
—
▼ 18.4%
▼ 10.6%
▼ 3.2%
6-month growth
—
-10.4%
-40.6%
-31.7%
Global rank web
—
#1,028,276
#204,583
#212,025
Avg. last 3 months
—
24.3K
209.7K
183.1K
Bounce rate lower is better
0%
37%
42%
40%
Pages / visit
—
2.0
2.9
3.3
Visit duration
—
51s
1m 39s
1m 07s
Traffic sources
—
—
● Direct 91% · ● Referral 7%
● Direct 87% · ● Referral 10%
Knowledge PlaneLiminarySourcegraph CodyFabric
099.2K198.5K297.7K396.9KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KSourcegraph 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 · 185.6KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7K10K100K1MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KSourcegraph 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 · 185.6KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free Trial
Starting price
$19per month · free tier available
$29per month · free tier available
$16,000per month
$8per month
Free tier
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–
Free trial
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API access
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–
–
Plans
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Explorer FreePro $29/moTeam $50/mo
Enterprise $16,000/yr
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
Capabilities input → output
Input
CodeDocumentsText
DocumentsTextWeb pages
CodeText
AudioDocumentsTextWeb pages
Output
Text
Text
Code
Text
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Education & LearningAI Knowledge Management
Education & LearningAI Knowledge Management
Development & CodeAI Coding Assistant
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
12
6
4
5
Knowledge bases
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Digital information management
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Note taking
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–
Bookmarking
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–
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Coding
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–
–
Knowledge graphs
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–
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Agent memory
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–
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Chrome extensions
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–
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Developer tools
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–
–
Files
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–
–
Knowledge
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–
–
Knowledge maps
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–
–
Knowledge sourcing
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–
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Code analysis
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–
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Code documentation
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–
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Codebase q a
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–
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Debugging
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–
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File sharing
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–
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Idea management
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–
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Knowledge exchange
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–
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Prompt management
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Slack
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–
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Web search summaries
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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
–
–
–
–

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.