Undermind vs devlo vs GitHub Copilot CLI vs Semantic Scholar

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

Your tool
Undermind
vs
Competitor 1
devlo
Competitor 2
GitHub Copilot CLI
Competitor 3
Semantic Scholar
Compare
4 tools · best value per row highlighted
Your tool Undermind
undermind.ai
Undermind is an AI co-researcher for scientific literature.
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 Semantic Scholar
semanticscholar.org
AI-powered research discovery
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
—
6.6Mvisits/mo
MoM change
—
▼ 70.3%
—
▲ 11.2%
6-month growth
—
—
—
-24.2%
Global rank web
—
#8,880,689
—
#10,569
Avg. last 3 months
—
537
—
6.4M
Bounce rate lower is better
—
0%
—
48%
Pages / visit
—
—
—
2.7
Visit duration
—
—
—
1m 46s
Traffic sources
—
—
—
● Direct 81% · ● Referral 17%
UnderminddevloGitHub Copilot CLISemantic Scholar
02.2M4.4M6.6M8.7Mdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6KSemantic Scholar · 7.2MSemantic Scholar · 6.7MSemantic Scholar · 6.9MSemantic Scholar · 7.1MSemantic Scholar · 8.7MSemantic Scholar · 8.7MSemantic Scholar · 7.9MSemantic Scholar · 6.6MSemantic Scholar · 5.9MSemantic Scholar · 6.6M1K10K100K1M10Mdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6KSemantic Scholar · 7.2MSemantic Scholar · 6.7MSemantic Scholar · 6.9MSemantic Scholar · 7.1MSemantic Scholar · 8.7MSemantic Scholar · 8.7MSemantic Scholar · 7.9MSemantic Scholar · 6.6MSemantic Scholar · 5.9MSemantic Scholar · 6.6MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Free
Starting price
$15per month · free tier available
$19per month · free tier available
Free
Free
Free tier
Free trial
–
–
–
API access
–
–
–
Plans
Free FreePro $16/moTeam $15/moEnterprise Custom
—
—
—
Capabilities input → output
Input
Text
CodeText
CodeText
Text
Output
DataText
AppsCode
Code
Text
Skill level
Intermediate
Advanced
Intermediate
Beginner-friendly
Categories
Research & AnalyticsAI Research PapersAI Research Tool
Development & CodeProductivity & OfficeAI AgentAI App Builder+2 more
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Research & AnalyticsAI Research PapersAI Research Tool
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
11
14
5
10
Coding
–
–
Research papers
–
–
Academic research
–
–
Agents
–
–
GitHub pull requests
–
–
Scientific literature exploration
–
–
Literature reviews
–
–
Research
–
–
Research papers analysis
–
–
Scientific research
–
–
Code reviews
–
–
–
Literature analysis
–
–
–
Teams performance analytics
–
–
–
Academic papers decoding
–
–
–
Agent creation
–
–
–
Development
–
–
–
GitHub
–
–
–
Jira tickets
–
–
–
Research assistance
–
–
–
Scientific research navigation
–
–
–
Academic citation
–
–
–
Academic paper interpretations
–
–
–
Code quality
–
–
–
Codebase q a
–
–
–
Debugging
–
–
–
Developer tools
–
–
–
Frontend development
–
–
–
GitHub management
–
–
–
No-code
–
–
–
Research trends tracking
–
–
–
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
–
–
–
–

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.