Consensus vs CodeRabbit vs Kilo Code vs Paperguide

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
Kilo Code
Competitor 3
Paperguide
Compare
4 tools · best value per row highlighted
Your tool Consensus
consensus.app
Scientific answers from peer-reviewed research
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Competitor Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
Competitor Paperguide
paperguide.ai
Traffic estimated monthly website traffic
Monthly visits
5.8Mvisits/mo
1Mvisits/mo
1.9Kvisits/mo
262.6Kvisits/mo
MoM change
▲ 3.5%
▼ 22.7%
▼ 42.3%
▲ 4.7%
6-month growth
+14.4%
+50.4%
-94.4%
+44.6%
Global rank web
#9,859
#38,145
#4,668,091
#182,104
Avg. last 3 months
5.5M
1.2M
10.5K
266.5K
Bounce rate lower is better
43%
49%
34%
44%
Pages / visit
4.1
3.5
2.4
2.3
Visit duration
3m 56s
1m 55s
19s
1m 32s
Traffic sources
● Direct 84% · ● Referral 14%
● Direct 73% · ● Referral 24%
—
● Direct 80% · ● Referral 14%
ConsensusCodeRabbitKilo CodePaperguide
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 · 1MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KPaperguide · 181KPaperguide · 215.1KPaperguide · 183.1KPaperguide · 181.6KPaperguide · 232.2KPaperguide · 282.6KPaperguide · 286.3KPaperguide · 250.7KPaperguide · 262.6K1K10K100K1M10MConsensus · 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 · 1MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KPaperguide · 181KPaperguide · 215.1KPaperguide · 183.1KPaperguide · 181.6KPaperguide · 232.2KPaperguide · 282.6KPaperguide · 286.3KPaperguide · 250.7KPaperguide · 262.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$8.99per month · free tier available
$24per month
$20per month · free tier available
$12per month · free tier available
Free tier
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Free trial
–
–
–
API access
–
–
–
–
Plans
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Free FreePlus $12/moPro $29/moEnterprise Custom
Capabilities input → output
Input
Text
Code
CodeText
DocumentsText
Output
Text
CodeText
Code
DataDocumentsText
Skill level
Intermediate
Intermediate
Advanced
Beginner-friendly
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
8
5
10
Research
–
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Research papers
–
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Literature reviews
–
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Academic research
–
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Code analysis
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Development
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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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Search engine
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Citations
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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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Coding in VS Code
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–
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Medical research
–
–
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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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–
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Scientific research
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–
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Academic writing
–
–
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Research papers drafting
–
–
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Vs code
–
–
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Writing
–
–
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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
0
0
Verified listing
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–
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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.