Constella vs devlo vs GitHub Copilot CLI vs Fabric

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

Your tool
Constella
vs
Competitor 1
devlo
Competitor 2
GitHub Copilot CLI
Competitor 3
Fabric
Compare
4 tools · best value per row highlighted
Your tool Constella
constella.app
Opening Constella drops you into a system that ditches the usual file cabinet metaphor entirely
Remove
Competitor devlo
devlo.ai
Engineering teams get a browser-based system that handles code from multiple angles
Make main Remove
Competitor GitHub Copilot CLI
github.com
It reads, writes and runs code, works directly with your issues and pull requests, and carries a task from planning to merged code.
Make main Remove
Competitor Fabric
fabric.so
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.4Kvisits/mo
—
—
173.7Kvisits/mo
MoM change
▼ 2.5%
▼ 70.3%
—
▼ 3.2%
6-month growth
+67.1%
—
—
-31.7%
Global rank web
#1,944,958
#8,880,689
—
#212,025
Avg. last 3 months
9.2K
537
—
183.1K
Bounce rate lower is better
35%
0%
—
40%
Pages / visit
5.0
—
—
3.3
Visit duration
1m 48s
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—
1m 07s
Traffic sources
—
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—
● Direct 87% · ● Referral 10%
ConstelladevloGitHub Copilot CLIFabric
069.4K138.7K208.1K277.4KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4Kdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7K1K10K100K1MConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4Kdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Free Trial
Starting price
$5.99per month · free tier available
$19per month · free tier available
Free
$8per month
Free tier
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Free trial
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API access
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Plans
Free FreeConstella Beta $5.99/yr
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Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
Capabilities input → output
Input
DocumentsTextWeb pages
CodeText
CodeText
AudioDocumentsTextWeb pages
Output
Text
AppsCode
Code
Text
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeProductivity & OfficeAI AgentAI App Builder+2 more
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
14
5
5
Coding
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Agents
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GitHub pull requests
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Knowledge bases
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Note taking
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Code reviews
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Teams performance analytics
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Agent creation
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Development
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Files
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GitHub
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Jira tickets
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Knowledge exploration
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Research
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Code quality
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Codebase q a
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Debugging
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Developer tools
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Digital information management
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File sharing
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Frontend development
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GitHub management
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Idea management
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No-code
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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.