CodeRabbit vs mabl 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
mabl
Competitor 2
OpenAI Codex
Competitor 3
Suggested competitors for CodeRabbit: Greptile86% Qodo (Formerly Codium)85% Sourcery82% Kilo Code Reviewer78% Devin Review74% TuringMind AI70% DryRun Security65% What The Diff60%
Compare
3 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor mabl
mabl.com
mabl is an agentic testing platform that sits between build and release and verifies that software actually works.
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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%
CodeRabbitmablOpenAI 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
Starting price
$24per month
—
$20per month · free tier available
Free tier
–
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Free trial
–
–
API access
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Capabilities input → output
Input
Code
TextWeb pages
CodeText
Output
CodeText
Data
Code
Skill level
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Testing
Development & CodeAI Code ReviewAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
7
9
GitHub pull requests
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Agents
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Code reviews
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Code documentation
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Development
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Coding
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–
Test automation
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Testing
–
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API testing
–
–
Code analysis
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–
Code quality
–
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Code security analysis
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Code testing
–
–
GitHub automation
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–
Test creation
–
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Website testing
–
–
Debugging
–
–
No-code
–
–
Terminal
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
Saves
0
0
0
Reviews
0
0
0
Prompts
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.