Stacks vs Pieces vs GitHub Copilot vs Amazon Q Developer

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

Your tool
Stacks
vs
Competitor 1
Pieces
Competitor 2
GitHub Copilot
Competitor 3
Amazon Q Developer
Compare
4 tools · best value per row highlighted
Your tool Stacks
betterstacks.com
Stacks is a personal AI workspace that gathers what you find online into one searchable place.
Remove
Competitor Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Amazon Q Developer
aws.amazon.com
AWS coding assistant formerly known as CodeWhisperer
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
6.3Kvisits/mo
169.6Kvisits/mo
637.9Mvisits/mo
62.6Mvisits/mo
MoM change
▼ 8.4%
▼ 5.9%
▲ 3.7%
▲ 3.5%
6-month growth
-50.8%
-16.0%
+19.3%
+13.3%
Global rank web
#3,182,249
#248,413
#49
#383
Avg. last 3 months
6.1K
176.5K
629.7M
60.7M
Bounce rate lower is better
41%
44%
36%
25%
Pages / visit
1.7
2.2
5.9
13.9
Visit duration
6s
45s
6m 26s
10m 30s
Traffic sources
—
● Direct 68% · ● Referral 30%
● Direct 83% · ● Referral 15%
● Direct 66% · ● Referral 30%
StacksPiecesGitHub CopilotAmazon Q Developer
0159.5M318.9M478.4M637.9MStacks · 7KStacks · 12.2KStacks · 12.8KStacks · 8.7KStacks · 5.7KStacks · 5.1KStacks · 6.8KStacks · 6.3KPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MAmazon Q Developer · 58.7MAmazon Q Developer · 56.5MAmazon Q Developer · 56.6MAmazon Q Developer · 55.3MAmazon Q Developer · 61.1MAmazon Q Developer · 62.3MAmazon Q Developer · 59.1MAmazon Q Developer · 60.5MAmazon Q Developer · 62.6M1K10K100K1M10M100M1BStacks · 7KStacks · 12.2KStacks · 12.8KStacks · 8.7KStacks · 5.7KStacks · 5.1KStacks · 6.8KStacks · 6.3KPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MAmazon Q Developer · 58.7MAmazon Q Developer · 56.5MAmazon Q Developer · 56.6MAmazon Q Developer · 55.3MAmazon Q Developer · 61.1MAmazon Q Developer · 62.3MAmazon Q Developer · 59.1MAmazon Q Developer · 60.5MAmazon Q Developer · 62.6MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
$9per month
$18.99per month
$4per month · free tier available
$19per month · free tier available
Free tier
–
–
Free trial
–
API access
–
–
–
–
Plans
Be Productive $89/yrBe Collaborative $199/yrBe Creative $349/yr
Pro $18.99/moEnterprise $22.99/mo
Free FreeTeam $4/moEnterprise $21/mo
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Capabilities input → output
Input
DocumentsTextWeb pages
AudioCodeText
CodeText
CodeText
Output
Text
Text
Code
Code
Skill level
Beginner-friendly
Intermediate
Intermediate
Intermediate
Categories
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Code ReviewAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
5
4
9
Coding
–
Digital information management
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–
Code reviews
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–
Code documentation
–
–
Knowledge exploration
–
–
AWS
–
–
–
Code refactoring
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–
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Code snippets
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–
–
Debugging
–
–
–
Knowledge bases
–
–
–
AWS guidance
–
–
–
Agents
–
–
–
AWS management
–
–
–
Agent management
–
–
–
Code testing
–
–
–
Note taking
–
–
–
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
2
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.