Consensus vs OpenAI Codex CLI vs CodeRabbit vs Paperguide

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

Your tool
Consensus
vs
Competitor 1
OpenAI Codex CLI
Competitor 2
CodeRabbit
Competitor 3
Paperguide
Compare
4 tools · best value per row highlighted
Your tool Consensus
consensus.app
Scientific answers from peer-reviewed research
Remove
Competitor OpenAI Codex CLI
developers.openai.com
OpenAI Codex CLI brings the Codex coding agent to the terminal and to scripts.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Paperguide
paperguide.ai
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
5.8Mvisits/mo
—
1Mvisits/mo
262.6Kvisits/mo
MoM change
▲ 3.5%
—
▼ 22.7%
▲ 4.7%
6-month growth
+14.4%
—
+50.4%
+44.6%
Global rank web
#9,859
—
#38,145
#182,104
Avg. last 3 months
5.5M
—
1.2M
266.5K
Bounce rate lower is better
43%
—
49%
44%
Pages / visit
4.1
—
3.5
2.3
Visit duration
3m 56s
—
1m 55s
1m 32s
Traffic sources
● Direct 84% · ● Referral 14%
—
● Direct 73% · ● Referral 24%
● Direct 80% · ● Referral 14%
ConsensusOpenAI Codex CLICodeRabbitPaperguide
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 · 1MPaperguide · 181KPaperguide · 215.1KPaperguide · 183.1KPaperguide · 181.6KPaperguide · 232.2KPaperguide · 282.6KPaperguide · 286.3KPaperguide · 250.7KPaperguide · 262.6K100K1M10MConsensus · 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 · 1MPaperguide · 181KPaperguide · 215.1KPaperguide · 183.1KPaperguide · 181.6KPaperguide · 232.2KPaperguide · 282.6KPaperguide · 286.3KPaperguide · 250.7KPaperguide · 262.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$8.99per month · free tier available
—
$24per month
$12per month · free tier available
Free tier
–
–
Free trial
–
–
–
API access
–
–
–
–
Plans
—
GPT-6-Astra $10GPT-6.1-Sol $2GPT-6-Luna $0.10GPT-Live-1 $0.05/minute+1 more
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreePlus $12/moPro $29/moEnterprise Custom
Capabilities input → output
Input
Text
CodeImagesText
Code
DocumentsText
Output
Text
Code
CodeText
DataDocumentsText
Skill level
Intermediate
Advanced
Intermediate
Beginner-friendly
Categories
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Research & AnalyticsAI Research PapersAI Research Tool
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
4
8
10
Research
–
–
Research papers
–
–
Literature reviews
–
–
Academic research
–
–
Code reviews
–
–
–
Coding
–
–
–
GitHub pull requests
–
–
–
Search engine
–
–
–
Agents
–
–
–
Citations
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
Medical research
–
–
–
Research papers analysis
–
–
–
Research papers summaries
–
–
–
Scientific literature exploration
–
–
–
Scientific research
–
–
–
Academic writing
–
–
–
Developer tools
–
–
–
Development
–
–
–
Research papers drafting
–
–
–
Terminal
–
–
–
Writing
–
–
–
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
–
–
–
–

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.