Pieces vs Windsurf vs CodeRabbit vs Glean

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

Your tool
Pieces
vs
Competitor 1
Windsurf
Competitor 2
CodeRabbit
Competitor 3
Glean
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 Windsurf
windsurf.com
Windsurf, which now appears on the web as Devin Desktop, is a desktop code editor that doubles as a control room for coding agents.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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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.
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Traffic estimated monthly website traffic
Monthly visits
169.6Kvisits/mo
29.6Kvisits/mo
1Mvisits/mo
—
MoM change
▼ 5.9%
▲ 7.8%
▼ 22.7%
—
6-month growth
-16.0%
+122.1%
+50.4%
—
Global rank web
#248,413
#1,172,623
#38,145
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Avg. last 3 months
176.5K
26.9K
1.2M
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Bounce rate lower is better
44%
50%
49%
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Pages / visit
2.2
1.3
3.5
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Visit duration
45s
13s
1m 55s
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Traffic sources
● Direct 68% · ● Referral 30%
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● Direct 73% · ● Referral 24%
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PiecesWindsurfCodeRabbitGlean
0331.5K663K994.5K1.3MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M10K100K1M10MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
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Starting price
$18.99per month
$20per month · free tier available
$24per 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
Free FreePro $20/moMax $200/moTeams $80/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Capabilities input → output
Input
AudioCodeText
CodeText
Code
DataDocumentsText
Output
Text
Code
CodeText
Text
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeAI Code Review
Education & LearningProductivity & OfficeAI AgentAI Assistant+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
8
8
10
Agents
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Agent management
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Coding
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Code reviews
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GitHub pull requests
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Code documentation
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Digital information management
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AI search
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Code autocompletion
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Code snippets
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Agent creation
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Business productivity
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Code analysis
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Code quality
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Code security analysis
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Code testing
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Debugging
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Developer tools
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Knowledge
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Development
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Knowledge bases
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Knowledge exploration
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Knowledge sourcing
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Model routing
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 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.