Zed vs GitHub Copilot vs Constella vs Amazon Q Developer

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

Your tool
Zed
vs
Competitor 1
GitHub Copilot
Competitor 2
Constella
Competitor 3
Amazon Q Developer
Compare
4 tools · best value per row highlighted
Your tool Zed
zed.dev
Speed meets intelligence
Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Constella
constella.app
Opening Constella drops you into a system that ditches the usual file cabinet metaphor entirely
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
1.2Mvisits/mo
637.9Mvisits/mo
7.4Kvisits/mo
62.6Mvisits/mo
MoM change
▼ 18.1%
▲ 3.7%
▼ 2.5%
▲ 3.5%
6-month growth
+26.6%
+19.3%
+67.1%
+13.3%
Global rank web
#47,672
#49
#1,944,958
#383
Avg. last 3 months
1.5M
629.7M
9.2K
60.7M
Bounce rate lower is better
42%
36%
35%
25%
Pages / visit
2.8
5.9
5.0
13.9
Visit duration
1m 56s
6m 26s
1m 48s
10m 30s
Traffic sources
● Direct 80% · ● Referral 18%
● Direct 83% · ● Referral 15%
—
● Direct 66% · ● Referral 30%
ZedGitHub CopilotConstellaAmazon Q Developer
0159.5M318.9M478.4M637.9MZed · 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 · 637.9MConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KAmazon 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 · 62.6M1K10K100K1M10M100M1BZed · 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 · 637.9MConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KAmazon 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 '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$4per month · free tier available
$5.99per month · free tier available
$19per month · free tier available
Free tier
Free trial
–
API access
–
–
–
–
Plans
Personal FreePro $10/moBusiness $30/mo
Free FreeTeam $4/moEnterprise $21/mo
Free FreeConstella Beta $5.99/yr
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Capabilities input → output
Input
CodeText
CodeText
DocumentsTextWeb pages
CodeText
Output
Code
Code
Text
Code
Skill level
Advanced
Intermediate
Intermediate
Intermediate
Categories
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Education & LearningAI Knowledge Management
Development & CodeAI Code ReviewAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
9
5
9
Coding
–
Debugging
–
Code autocompletion
–
–
Code reviews
–
–
AWS
–
–
–
Code refactoring
–
–
–
AWS guidance
–
–
–
Agents
–
–
–
Code documentation
–
–
–
Coding in VS Code
–
–
–
Development
–
–
–
Knowledge bases
–
–
–
Knowledge exploration
–
–
–
Research
–
–
–
Vs code
–
–
–
AWS management
–
–
–
Agent management
–
–
–
Code testing
–
–
–
Digital information management
–
–
–
Git commands
–
–
–
Note taking
–
–
–
Terminal
–
–
–
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
2
0
0
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.