CodeRabbit vs Microsoft Loop vs Plane vs OpenAI Codex

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

Your tool
CodeRabbit
vs
Competitor 1
Microsoft Loop
Competitor 2
Plane
Competitor 3
OpenAI Codex
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor Microsoft Loop
microsoft.com
Microsoft Loop is a collaborative app from Microsoft 365 where teams think, plan and create together on shared pages.
Make main Remove
Competitor Plane
plane.so
Plane is a project management and knowledge management workspace for teams and AI agents.
Make main Remove
Competitor OpenAI Codex
openai.com
A dedicated coding agent that writes and runs code for you
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
—
204.3Mvisits/mo
MoM change
▼ 22.7%
—
—
▲ 3.6%
6-month growth
+50.4%
—
—
+0.3%
Global rank web
#38,145
—
—
#212
Avg. last 3 months
1.2M
—
—
197.3M
Bounce rate lower is better
49%
—
—
58%
Pages / visit
3.5
—
—
3.0
Visit duration
1m 55s
—
—
2m 31s
Traffic sources
● Direct 73% · ● Referral 24%
—
—
● Direct 81% · ● Referral 17%
CodeRabbitMicrosoft LoopPlaneOpenAI Codex
066.6M133.2M199.7M266.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MOpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3M100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MOpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
—
Freemium
Freemium
Starting price
$24per month
—
$6per month · free tier available
$20per month · free tier available
Free tier
–
–
Free trial
–
–
API access
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
—
Free FreePro $6/moBusiness $13/moEnterprise Grid Custom
—
Capabilities input → output
Input
Code
Text
Text
CodeText
Output
CodeText
DocumentsText
DataText
Code
Skill level
Intermediate
Beginner-friendly
Intermediate
Advanced
Categories
Development & CodeAI Code Review
Education & LearningProductivity & OfficeAI Knowledge ManagementAI Project Management
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Development & CodeAI Code ReviewAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
5
9
Agents
–
–
GitHub pull requests
–
–
Code reviews
–
–
Project management
–
–
Code documentation
–
–
Development
–
–
Coding
–
–
–
Team collaboration
–
–
–
Agile project management
–
–
–
Code analysis
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
Collaborative documents
–
–
–
GitHub automation
–
–
–
Knowledge bases
–
–
–
Project planning
–
–
–
Debugging
–
–
–
Meeting notes
–
–
–
Note taking
–
–
–
Team productivity
–
–
–
Terminal
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
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.