Undermind vs Consensus vs CodeRabbit vs GitHub Copilot CLI

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

Your tool
Undermind
vs
Competitor 1
Consensus
Competitor 2
CodeRabbit
Competitor 3
GitHub Copilot CLI
Compare
4 tools · best value per row highlighted
Your tool Undermind
undermind.ai
Undermind is an AI co-researcher for scientific literature.
Remove
Competitor Consensus
consensus.app
Scientific answers from peer-reviewed research
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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
Traffic estimated monthly website traffic
Monthly visits
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5.8Mvisits/mo
1Mvisits/mo
—
MoM change
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▲ 3.5%
▼ 22.7%
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6-month growth
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+14.4%
+50.4%
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Global rank web
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#9,859
#38,145
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Avg. last 3 months
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5.5M
1.2M
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Bounce rate lower is better
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43%
49%
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Pages / visit
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4.1
3.5
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Visit duration
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3m 56s
1m 55s
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Traffic sources
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● Direct 84% · ● Referral 14%
● Direct 73% · ● Referral 24%
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UndermindConsensusCodeRabbitGitHub Copilot CLI
01.5M2.9M4.4M5.9MConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M100K1M10MConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$15per month · free tier available
$8.99per month · free tier available
$24per month
Free
Free tier
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Free trial
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API access
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–
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Plans
Free FreePro $16/moTeam $15/moEnterprise Custom
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Capabilities input → output
Input
Text
Text
Code
CodeText
Output
DataText
Text
CodeText
Code
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Research & AnalyticsAI Research PapersAI Research Tool
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
11
8
8
5
Research papers
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Academic research
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GitHub pull requests
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Literature reviews
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Research
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Scientific research
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Code reviews
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Coding
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Literature analysis
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Search engine
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Agents
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Code analysis
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Code documentation
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Code quality
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Code security analysis
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Code testing
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Medical research
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Research assistance
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Research papers analysis
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Research papers summaries
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Scientific literature exploration
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Academic citation
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Developer tools
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Development
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GitHub management
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Research trends tracking
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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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.