Consensus vs Qodo (Formerly Codium) vs CodeRabbit vs ScienceOS

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

Your tool
Consensus
vs
Competitor 1
Qodo (Formerly Codium)
Competitor 2
CodeRabbit
Competitor 3
ScienceOS
Compare
4 tools · best value per row highlighted
Your tool Consensus
consensus.app
Scientific answers from peer-reviewed research
Remove
Competitor Qodo (Formerly Codium)
qodo.ai
Qodo's Rules System lets you define coding standards once—then those standards evolve alongside your codebase
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
5.8Mvisits/mo
276.5Kvisits/mo
1Mvisits/mo
64.9Kvisits/mo
MoM change
▲ 3.5%
▲ 9.3%
▼ 22.7%
▼ 6.2%
6-month growth
+14.4%
-29.0%
+50.4%
+1.2%
Global rank web
#9,859
#170,528
#38,145
#464,304
Avg. last 3 months
5.5M
268.7K
1.2M
68.2K
Bounce rate lower is better
43%
41%
49%
39%
Pages / visit
4.1
2.4
3.5
3.7
Visit duration
3m 56s
49s
1m 55s
1m 37s
Traffic sources
● Direct 84% · ● Referral 14%
● Direct 85% · ● Referral 11%
● Direct 73% · ● Referral 24%
● Direct 98% · ● Mail 2%
ConsensusQodo (Formerly Codium)CodeRabbitScienceOS
01.5M2.9M4.4M5.9MConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5KCodeRabbit · 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 · 64.9K10K100K1M10MConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5KCodeRabbit · 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
$8.99per month · free tier available
$30per month
$24per month
€7.25per month · free tier available
Free tier
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Free trial
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API access
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–
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Plans
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Free Trial CustomPro Team $30/moEnterprise Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeAngel €7.25/moTeam €6/moInstitution Custom
Capabilities input → output
Input
Text
Code
Code
DocumentsText
Output
Text
CodeText
CodeText
DataText
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Development & CodeAI Code ReviewAI Coding AssistantAI Testing
Development & CodeAI Code Review
Research & AnalyticsAI Research PapersAI Research Tool
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
10
8
8
Code reviews
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Research
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GitHub pull requests
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Research papers
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Code quality
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Code testing
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Code analysis
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Scientific q a
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Search engine
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Testing
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Academic research
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Citations
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Code documentation
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Code security analysis
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Coding
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Literature reviews
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Medical research
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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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Test cases
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Test creation
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Unit tests
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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
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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.