Confluence vs Constella vs GitHub Copilot vs Glean

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

Your tool
Confluence
vs
Competitor 1
Constella
Competitor 2
GitHub Copilot
Competitor 3
Glean
Compare
4 tools · best value per row highlighted
Your tool Confluence
atlassian.com
Confluence is Atlassian's AI-assisted workspace for ideas, docs and company knowledge, where teams write, organize and find information together.
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Competitor Constella
constella.app
Opening Constella drops you into a system that ditches the usual file cabinet metaphor entirely
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
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Competitor Glean
glean.com
Glean is an enterprise AI platform that connects to company apps and data to provide search, an AI assistant and agents.
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Traffic estimated monthly website traffic
Monthly visits
—
7.4Kvisits/mo
637.9Mvisits/mo
—
MoM change
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▼ 2.5%
▲ 3.7%
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6-month growth
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+67.1%
+19.3%
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Global rank web
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#1,944,958
#49
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Avg. last 3 months
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9.2K
629.7M
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Bounce rate lower is better
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35%
36%
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Pages / visit
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5.0
5.9
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Visit duration
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1m 48s
6m 26s
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Traffic sources
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● Direct 83% · ● Referral 15%
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ConfluenceConstellaGitHub CopilotGlean
0159.5M318.9M478.4M637.9MConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9M1K10K100K1M10M100M1BConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KGitHub 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 '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
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Starting price
$5.42per month · free tier available
$5.99per month · free tier available
$4per month · free tier available
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Free tier
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Free trial
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API access
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Plans
Free FreeStandard $5.42/moPremium $10.44/moEnterprise Custom
Free FreeConstella Beta $5.99/yr
Free FreeTeam $4/moEnterprise $21/mo
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Capabilities input → output
Input
DocumentsText
DocumentsTextWeb pages
CodeText
DataDocumentsText
Output
DocumentsSlidesText
Text
Code
Text
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Education & LearningAI Knowledge Management
Education & LearningAI Knowledge Management
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Education & LearningProductivity & OfficeAI AgentAI Assistant+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
11
5
9
10
Knowledge bases
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Digital information management
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Agents
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AI search
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Knowledge
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Agent management
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Knowledge sourcing
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Code autocompletion
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Coding
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Agent creation
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Business productivity
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Code reviews
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Coding in VS Code
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Confluence assistance
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Document creation
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Knowledge exchange
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Knowledge exploration
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Research
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Summarizing
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Team collaboration
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Vs code
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Debugging
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Document writing
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Model routing
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Note taking
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Terminal
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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.