Pieces vs Augment Code vs CodeRabbit vs Stacks

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

Your tool
Pieces
vs
Competitor 1
Augment Code
Competitor 2
CodeRabbit
Competitor 3
Stacks
Compare
4 tools · best value per row highlighted
Your tool Pieces
pieces.app
Your personal AI coding assistant that remembers everything
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Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Stacks
betterstacks.com
Stacks is a personal AI workspace that gathers what you find online into one searchable place.
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Traffic estimated monthly website traffic
Monthly visits
169.6Kvisits/mo
—
1Mvisits/mo
6.3Kvisits/mo
MoM change
▼ 5.9%
—
▼ 22.7%
▼ 8.4%
6-month growth
-16.0%
—
+50.4%
-50.8%
Global rank web
#248,413
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#38,145
#3,182,249
Avg. last 3 months
176.5K
—
1.2M
6.1K
Bounce rate lower is better
44%
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49%
41%
Pages / visit
2.2
—
3.5
1.7
Visit duration
45s
—
1m 55s
6s
Traffic sources
● Direct 68% · ● Referral 30%
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● Direct 73% · ● Referral 24%
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PiecesAugment CodeCodeRabbitStacks
0331.5K663K994.5K1.3MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MStacks · 7KStacks · 12.2KStacks · 12.8KStacks · 8.7KStacks · 5.7KStacks · 5.1KStacks · 6.8KStacks · 6.3K1K10K100K1M10MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MStacks · 7KStacks · 12.2KStacks · 12.8KStacks · 8.7KStacks · 5.7KStacks · 5.1KStacks · 6.8KStacks · 6.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Paid
Starting price
$18.99per month
$20per month
$24per month
$9per month
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
Standard $20/moBusiness $100/moEnterprise Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Be Productive $89/yrBe Collaborative $199/yrBe Creative $349/yr
Capabilities input → output
Input
AudioCodeText
CodeText
Code
DocumentsTextWeb pages
Output
Text
Code
CodeText
Text
Skill level
Intermediate
Advanced
Intermediate
Beginner-friendly
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI Code Review
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
6
8
6
Code reviews
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Coding
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Digital information management
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Code documentation
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Code testing
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Knowledge exploration
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Bookmarking
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Code snippets
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GitHub pull requests
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Knowledge bases
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Agents
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Chrome extensions
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Code analysis
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Code quality
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Code security analysis
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Testing
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Agent creation
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Development
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Note taking
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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.