Pieces vs Liminary vs Zed vs GitHub Copilot

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

Your tool
Pieces
vs
Competitor 1
Liminary
Competitor 2
Zed
Competitor 3
GitHub Copilot
Compare
4 tools · best value per row highlighted
Your tool Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Remove
Competitor Liminary
liminary.io
Ever open a browser tab to find something you saved three months ago, only to spend ten minutes hunting through bookmarks
Make main Remove
Competitor Zed
zed.dev
Speed meets intelligence
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
169.6Kvisits/mo
23.3Kvisits/mo
1.2Mvisits/mo
637.9Mvisits/mo
MoM change
▼ 5.9%
▼ 18.4%
▼ 18.1%
▲ 3.7%
6-month growth
-16.0%
-10.4%
+26.6%
+19.3%
Global rank web
#248,413
#1,028,276
#47,672
#49
Avg. last 3 months
176.5K
24.3K
1.5M
629.7M
Bounce rate lower is better
44%
37%
42%
36%
Pages / visit
2.2
2.0
2.8
5.9
Visit duration
45s
51s
1m 56s
6m 26s
Traffic sources
● Direct 68% · ● Referral 30%
—
● Direct 80% · ● Referral 18%
● Direct 83% · ● Referral 15%
PiecesLiminaryZedGitHub Copilot
0159.5M318.9M478.4M637.9MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9M10K100K1M10M100M1BPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$18.99per month
$29per month · free tier available
Free tier
$4per month · free tier available
Free tier
–
Free trial
API access
–
–
–
–
Plans
Pro $18.99/moEnterprise $22.99/mo
Explorer FreePro $29/moTeam $50/mo
Personal FreePro $10/moBusiness $30/mo
Free FreeTeam $4/moEnterprise $21/mo
Capabilities input → output
Input
AudioCodeText
DocumentsTextWeb pages
CodeText
CodeText
Output
Text
Text
Code
Code
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningAI Knowledge Management
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
5
5
4
Coding
–
Digital information management
–
–
Bookmarking
–
–
–
Code autocompletion
–
–
–
Agents
–
–
–
Code reviews
–
–
–
Debugging
–
–
–
Development
–
–
–
Knowledge bases
–
–
–
Agent management
–
–
–
Git commands
–
–
–
Knowledge exploration
–
–
–
Note taking
–
–
–
Web search summaries
–
–
–
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
2
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.