Glean vs Constella vs GitHub Copilot vs Lyzr AI

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

Your tool
Glean
vs
Competitor 1
Constella
Competitor 2
GitHub Copilot
Competitor 3
Lyzr AI
Compare
4 tools · best value per row highlighted
Your tool 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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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 Lyzr AI
lyzr.ai
Lyzr is an enterprise platform for taking AI agents to production.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
7.4Kvisits/mo
637.9Mvisits/mo
222.8Kvisits/mo
MoM change
—
▼ 2.5%
▲ 3.7%
▲ 86.5%
6-month growth
—
+67.1%
+19.3%
+8.5%
Global rank web
—
#1,944,958
#49
#169,395
Avg. last 3 months
—
9.2K
629.7M
123.3K
Bounce rate lower is better
—
35%
36%
64%
Pages / visit
—
5.0
5.9
1.2
Visit duration
—
1m 48s
6m 26s
53s
Traffic sources
—
—
● Direct 83% · ● Referral 15%
● Direct 81% · ● Referral 15%
GleanConstellaGitHub CopilotLyzr AI
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 · 637.9MLyzr AI · 29KLyzr AI · 133.6KLyzr AI · 157.7KLyzr AI · 205.2KLyzr AI · 202.2KLyzr AI · 25.1KLyzr AI · 27.7KLyzr AI · 119.4KLyzr AI · 222.8K1K10K100K1M10M100M1BConstella · 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 · 637.9MLyzr AI · 29KLyzr AI · 133.6KLyzr AI · 157.7KLyzr AI · 205.2KLyzr AI · 202.2KLyzr AI · 25.1KLyzr AI · 27.7KLyzr AI · 119.4KLyzr AI · 222.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
—
Freemium
Freemium
Freemium
Starting price
—
$5.99per month · free tier available
$4per month · free tier available
—
Free tier
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–
Free trial
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–
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API access
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–
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Plans
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Free FreeConstella Beta $5.99/yr
Free FreeTeam $4/moEnterprise $21/mo
Lyzr Cloud $0.08/otherLyzr VPC/On-Prem $0.03/other
Capabilities input → output
Input
DataDocumentsText
DocumentsTextWeb pages
CodeText
Text
Output
Text
Text
Code
Apps
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Education & LearningProductivity & OfficeAI AgentAI Assistant+1 more
Education & LearningAI Knowledge Management
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Productivity & OfficeAI Agent
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
5
9
6
Agents
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Agent management
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Knowledge bases
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Agent creation
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–
Digital information management
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–
AI search
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–
–
Code autocompletion
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–
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Coding
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–
–
Business productivity
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–
–
Code reviews
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–
–
Coding in VS Code
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–
–
Knowledge
–
–
–
Knowledge exploration
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–
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Research
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–
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Vs code
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–
–
Agent memory
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–
–
Debugging
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–
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Knowledge graphs
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–
–
Knowledge sourcing
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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
–
–
–
–

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.