Liminary vs Pieces vs MindMarks vs Sourcegraph Cody

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

Your tool
Liminary
vs
Competitor 1
Pieces
Competitor 2
MindMarks
Competitor 3
Sourcegraph Cody
Compare
4 tools · best value per row highlighted
Your tool Liminary
liminary.io
Ever open a browser tab to find something you saved three months ago, only to spend ten minutes hunting through bookmarks
Remove
Competitor Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Make main Remove
Competitor MindMarks
mindmarks.io
MindMarks helps users organize, search, and reuse ChatGPT, Claude, and Gemini
Make main Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
23.3Kvisits/mo
169.6Kvisits/mo
854visits/mo
185.6Kvisits/mo
MoM change
▼ 18.4%
▼ 5.9%
—
▼ 10.6%
6-month growth
-10.4%
-16.0%
—
-40.6%
Global rank web
#1,028,276
#248,413
—
#204,583
Avg. last 3 months
24.3K
176.5K
284
209.7K
Bounce rate lower is better
37%
44%
39%
42%
Pages / visit
2.0
2.2
1.1
2.9
Visit duration
51s
45s
—
1m 39s
Traffic sources
—
● Direct 68% · ● Referral 30%
—
● Direct 91% · ● Referral 7%
LiminaryPiecesMindMarksSourcegraph Cody
099.2K198.5K297.7K396.9KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KMindMarks · 854Sourcegraph 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 · 185.6K1001K10K100K1MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KMindMarks · 854Sourcegraph 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
Starting price
$29per month · free tier available
$18.99per month
—
$16,000per month
Free tier
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–
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Free trial
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API access
–
–
–
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Plans
Explorer FreePro $29/moTeam $50/mo
Pro $18.99/moEnterprise $22.99/mo
—
Enterprise $16,000/yr
Capabilities input → output
Input
DocumentsTextWeb pages
AudioCodeText
Text
CodeText
Output
Text
Text
Text
Code
Skill level
Intermediate
Intermediate
Beginner-friendly
Advanced
Categories
Education & LearningAI Knowledge Management
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningAI Knowledge Management
Development & CodeAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
5
7
4
Digital information management
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Coding
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–
Prompt management
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Knowledge bases
–
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Bookmarking
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–
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Code snippets
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–
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Conversation archiving
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–
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Chrome extensions
–
–
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ChatGPT
–
–
–
Code analysis
–
–
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Code documentation
–
–
–
Conversation summaries
–
–
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Debugging
–
–
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Knowledge exploration
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Note taking
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Prompts
–
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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
▲ 4
▲ 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.