CodeRabbit vs Shortwave vs Layercode 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
Shortwave
Competitor 2
LLayercode
Competitor 3
OpenAI Codex
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Shortwave
shortwave.com
Shortwave is an AI email client that puts an assistant inside the inbox.
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Competitor LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
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Competitor OpenAI Codex
openai.com
A dedicated coding agent that writes and runs code for you
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Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
548visits/mo
204.3Mvisits/mo
MoM change
▼ 22.7%
—
▼ 75.1%
▲ 3.6%
6-month growth
+50.4%
—
-96.0%
+0.3%
Global rank web
#38,145
—
#6,604,519
#212
Avg. last 3 months
1.2M
—
1.6K
197.3M
Bounce rate lower is better
49%
—
36%
58%
Pages / visit
3.5
—
1.0
3.0
Visit duration
1m 55s
—
—
2m 31s
Traffic sources
● Direct 73% · ● Referral 24%
—
—
● Direct 81% · ● Referral 17%
CodeRabbitShortwaveLayercodeOpenAI Codex
066.6M133.2M199.7M266.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548OpenAI 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 · 204.3M1001K10K100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548OpenAI 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
Free Trial
Freemium
Freemium
Starting price
$24per month
$30per month
$250per month · free tier available
$20per month · free tier available
Free tier
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Free trial
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API access
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Business $30/moPremier $45/moMax $120/mo
Developer FreePro $250/moEnterprise Custom
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Capabilities input → output
Input
Code
DocumentsText
AudioText
CodeText
Output
CodeText
Text
AudioText
Code
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Code Review
Productivity & OfficeAI AssistantAI Email Assistant
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Development & CodeAI Code ReviewAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
10
6
9
GitHub pull requests
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Code reviews
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Code documentation
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Development
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Agents
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Coding
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Email management
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Voice agents
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APIs
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Assistant API building
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Code analysis
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Code quality
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Code security analysis
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Code testing
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Developer tools
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Email
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Email automation
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Email replies
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Email writing
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GitHub automation
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Assistant development
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Debugging
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Email enhancement
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Email tracking
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Meeting scheduling
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Node js
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Task management
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Team collaboration
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Terminal
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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
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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.