Pieces vs Mem vs Windsurf

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

Your tool
Pieces
vs
Competitor 1
Mem
Competitor 2
Windsurf
Competitor 3
Suggested competitors for Pieces: remio76% Cursor75% Amazon Q Developer75% Qoder74% Knowledge Plane74% Stacks74% GitBook73% Constella73%
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3 tools · best value per row highlighted
Your tool Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Remove
Competitor Mem
mem.ai
Notes that organize themselves
Make main Remove
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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
169.6Kvisits/mo
169.9Kvisits/mo
29.6Kvisits/mo
MoM change
▼ 5.9%
▼ 2.1%
▲ 7.8%
6-month growth
-16.0%
-29.8%
+122.1%
Global rank web
#248,413
#226,410
#1,172,623
Avg. last 3 months
176.5K
187.7K
26.9K
Bounce rate lower is better
44%
36%
50%
Pages / visit
2.2
3.0
1.3
Visit duration
45s
46s
13s
Traffic sources
● Direct 68% · ● Referral 30%
● Direct 74% · ● Referral 25%
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PiecesMemWindsurf
090.6K181.2K271.8K362.4KPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KMem · 209.8KMem · 206KMem · 241.8KMem · 236.7KMem · 241.8KMem · 236KMem · 362.4KMem · 219.8KMem · 173.5KMem · 169.9KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6K10K100K1MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KMem · 209.8KMem · 206KMem · 241.8KMem · 236.7KMem · 241.8KMem · 236KMem · 362.4KMem · 219.8KMem · 173.5KMem · 169.9KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$18.99per month
$15per month · free tier available
$20per month · free tier available
Free tier
–
Free trial
–
API access
–
–
–
Plans
Pro $18.99/moEnterprise $22.99/mo
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Free FreePro $20/moMax $200/moTeams $80/mo
Capabilities input → output
Input
AudioCodeText
AudioTextWeb pages
CodeText
Output
Text
Text
Code
Skill level
Intermediate
Beginner-friendly
Advanced
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningProductivity & OfficeAI AssistantAI Knowledge Management+1 more
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
5
8
Coding
–
Agent management
–
–
Agents
–
–
Code autocompletion
–
–
Code snippets
–
–
Note taking
–
–
Debugging
–
–
Developer tools
–
–
Digital information management
–
–
Knowledge bases
–
–
Chrome extensions
–
–
Code documentation
–
–
Code reviews
–
–
GitHub pull requests
–
–
Idea management
–
–
Knowledge exploration
–
–
Transcription
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 1
Saves
0
0
0
Reviews
0
0
0
Prompts
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.