Consensus vs CodeRabbit vs CodeGPT vs ScholarAI

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

Your tool
Consensus
vs
Competitor 1
CodeRabbit
Competitor 2
CodeGPT
Competitor 3
ScholarAI
Compare
4 tools · best value per row highlighted
Your tool Consensus
consensus.app
Scientific answers from peer-reviewed research
Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor CodeGPT
codegpt.co
ChatGPT in your code editor
Make main Remove
Competitor ScholarAI
scholarai.io
Research in conversations
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
5.8Mvisits/mo
1Mvisits/mo
188.3Kvisits/mo
106.2Kvisits/mo
MoM change
▲ 3.5%
▼ 22.7%
▲ 0.8%
▼ 21.7%
6-month growth
+14.4%
+50.4%
-37.2%
-22.5%
Global rank web
#9,859
#38,145
#251,957
#323,702
Avg. last 3 months
5.5M
1.2M
196.6K
124.1K
Bounce rate lower is better
43%
49%
43%
37%
Pages / visit
4.1
3.5
1.9
1.9
Visit duration
3m 56s
1m 55s
38s
28s
Traffic sources
● Direct 84% · ● Referral 14%
● Direct 73% · ● Referral 24%
● Direct 58% · ● Referral 42%
● Direct 64% · ● Referral 36%
ConsensusCodeRabbitCodeGPTScholarAI
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 · 1MCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KScholarAI · 181.3KScholarAI · 142.6KScholarAI · 175.6KScholarAI · 132.3KScholarAI · 137KScholarAI · 146.3KScholarAI · 156.2KScholarAI · 130.6KScholarAI · 135.6KScholarAI · 106.2K100K1M10MConsensus · 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 · 1MCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KScholarAI · 181.3KScholarAI · 142.6KScholarAI · 175.6KScholarAI · 132.3KScholarAI · 137KScholarAI · 146.3KScholarAI · 156.2KScholarAI · 130.6KScholarAI · 135.6KScholarAI · 106.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$8.99per month · free tier available
$24per month
$9per month · free tier available
$9.99per month · free tier available
Free tier
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Free trial
–
–
–
API access
–
–
–
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Plans
—
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeProfessional $9/moTeams $27/moEnterprise Custom
Free CustomBasic $9.99/moPremium $18.99/moTeams Custom
Capabilities input → output
Input
Text
Code
CodeText
DocumentsText
Output
Text
CodeText
Code
Text
Skill level
Intermediate
Intermediate
Intermediate
Beginner-friendly
Categories
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Development & CodeAI Code Review
Development & CodeAI Coding Assistant
Research & AnalyticsAI Research PapersAI Research Tool
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
8
3
9
Research
–
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Research papers
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Academic research
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Research papers summaries
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Literature reviews
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Academic citation
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Citations
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Code reviews
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Coding
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–
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GitHub pull requests
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–
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Search engine
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–
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Citation formatting
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–
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Code analysis
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–
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Code documentation
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Code quality
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–
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Code security analysis
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–
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Code testing
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–
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Debugging
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–
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Medical research
–
–
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Scientific research
–
–
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Development
–
–
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MCP
–
–
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Research papers drafting
–
–
–
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
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.