Pieces vs MindMarks vs Stacks vs Sourcegraph Cody

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

Your tool
Pieces
vs
Competitor 1
MindMarks
Competitor 2
Stacks
Competitor 3
Sourcegraph Cody
Compare
4 tools · best value per row highlighted
Your tool Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Remove
Competitor MindMarks
mindmarks.io
MindMarks helps users organize, search, and reuse ChatGPT, Claude, and Gemini
Make main Remove
Competitor Stacks
betterstacks.com
Stacks is a personal AI workspace that gathers what you find online into one searchable place.
Make main Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
169.6Kvisits/mo
854visits/mo
6.3Kvisits/mo
185.6Kvisits/mo
MoM change
▼ 5.9%
—
▼ 8.4%
▼ 10.6%
6-month growth
-16.0%
—
-50.8%
-40.6%
Global rank web
#248,413
—
#3,182,249
#204,583
Avg. last 3 months
176.5K
284
6.1K
209.7K
Bounce rate lower is better
44%
39%
41%
42%
Pages / visit
2.2
1.1
1.7
2.9
Visit duration
45s
—
6s
1m 39s
Traffic sources
● Direct 68% · ● Referral 30%
—
—
● Direct 91% · ● Referral 7%
PiecesMindMarksStacksSourcegraph Cody
099.2K198.5K297.7K396.9KPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KMindMarks · 854Stacks · 7KStacks · 12.2KStacks · 12.8KStacks · 8.7KStacks · 5.7KStacks · 5.1KStacks · 6.8KStacks · 6.3KSourcegraph 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 · 185.6K1001K10K100K1MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KMindMarks · 854Stacks · 7KStacks · 12.2KStacks · 12.8KStacks · 8.7KStacks · 5.7KStacks · 5.1KStacks · 6.8KStacks · 6.3KSourcegraph 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 · 185.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
—
Paid
Freemium
Starting price
$18.99per month
—
$9per 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
Pro $18.99/moEnterprise $22.99/mo
—
Be Productive $89/yrBe Collaborative $199/yrBe Creative $349/yr
Enterprise $16,000/yr
Capabilities input → output
Input
AudioCodeText
Text
DocumentsTextWeb pages
CodeText
Output
Text
Text
Text
Code
Skill level
Intermediate
Beginner-friendly
Beginner-friendly
Advanced
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningAI Knowledge Management
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Development & CodeAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
7
6
4
Digital information management
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Coding
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Knowledge bases
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Prompt management
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Knowledge exploration
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Bookmarking
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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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–
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ChatGPT
–
–
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Code analysis
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–
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Code documentation
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–
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Conversation summaries
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Debugging
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Note taking
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Prompts
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 4
▲ 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.