GitHub Copilot vs Consensus vs CodeRabbit vs ScienceOS

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

Your tool
GitHub Copilot
vs
Competitor 1
Consensus
Competitor 2
CodeRabbit
Competitor 3
ScienceOS
Compare
4 tools · best value per row highlighted
Your tool GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
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 ScienceOS
scienceos.ai
Researchers waste hours hunting through literature—piecing together fragments from different papers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
637.9Mvisits/mo
5.8Mvisits/mo
1Mvisits/mo
64.9Kvisits/mo
MoM change
▲ 3.7%
▲ 3.5%
▼ 22.7%
▼ 6.2%
6-month growth
+19.3%
+14.4%
+50.4%
+1.2%
Global rank web
#49
#9,859
#38,145
#464,304
Avg. last 3 months
629.7M
5.5M
1.2M
68.2K
Bounce rate lower is better
36%
43%
49%
39%
Pages / visit
5.9
4.1
3.5
3.7
Visit duration
6m 26s
3m 56s
1m 55s
1m 37s
Traffic sources
● Direct 83% · ● Referral 15%
● Direct 84% · ● Referral 14%
● Direct 73% · ● Referral 24%
● Direct 98% · ● Mail 2%
GitHub CopilotConsensusCodeRabbitScienceOS
0159.5M318.9M478.4M637.9MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MConsensus · 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 · 1MScienceOS · 79.4KScienceOS · 75.1KScienceOS · 79.7KScienceOS · 64.1KScienceOS · 64.5KScienceOS · 56.4KScienceOS · 70.5KScienceOS · 69.2KScienceOS · 64.9K10K100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MConsensus · 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 · 1MScienceOS · 79.4KScienceOS · 75.1KScienceOS · 79.7KScienceOS · 64.1KScienceOS · 64.5KScienceOS · 56.4KScienceOS · 70.5KScienceOS · 69.2KScienceOS · 64.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$4per month · free tier available
$8.99per month · free tier available
$24per month
€7.25per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
Free FreeTeam $4/moEnterprise $21/mo
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeAngel €7.25/moTeam €6/moInstitution Custom
Capabilities input → output
Input
CodeText
Text
Code
DocumentsText
Output
Code
Text
CodeText
DataText
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Development & CodeAI Code Review
Research & AnalyticsAI Research PapersAI Research Tool
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
8
8
8
Research
–
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Code reviews
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Research papers
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Coding
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GitHub pull requests
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Scientific q a
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Search engine
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Academic research
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–
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Agents
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–
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Citations
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–
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Code analysis
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–
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Code documentation
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–
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Code quality
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Code security analysis
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Code testing
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Literature reviews
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–
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Medical research
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–
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PDF analysis
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Research papers summaries
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Scientific literature exploration
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Scientific research
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–
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Agent management
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–
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Development
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Literature analysis
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Network diagrams
–
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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
2
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.