CodeRabbit vs GitHub Copilot CLI vs Langflow vs devlo

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

Your tool
CodeRabbit
vs
Competitor 1
GitHub Copilot CLI
Competitor 2
Langflow
Competitor 3
devlo
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor GitHub Copilot CLI
github.com
It reads, writes and runs code, works directly with your issues and pull requests, and carries a task from planning to merged code.
Make main Remove
Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Competitor devlo
devlo.ai
Engineering teams get a browser-based system that handles code from multiple angles
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
215.3Kvisits/mo
—
MoM change
▼ 22.7%
—
▼ 0.7%
▼ 70.3%
6-month growth
+50.4%
—
-4.9%
—
Global rank web
#38,145
—
#217,191
#8,880,689
Avg. last 3 months
1.2M
—
225.2K
537
Bounce rate lower is better
49%
—
44%
0%
Pages / visit
3.5
—
2.2
—
Visit duration
1m 55s
—
1m 04s
—
Traffic sources
● Direct 73% · ● Referral 24%
—
● Direct 76% · ● Referral 24%
—
CodeRabbitGitHub Copilot CLILangflowdevlo
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3Kdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6K1K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3Kdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Free
Freemium
Starting price
$24per month
Free
Free
$19per month · free tier available
Free tier
–
Free trial
–
–
–
API access
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
—
—
—
Capabilities input → output
Input
Code
CodeText
Text
CodeText
Output
CodeText
Code
Apps
AppsCode
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeAI AgentAI App Builder+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
5
9
14
Agents
–
GitHub pull requests
–
Development
–
Code reviews
–
–
Coding
–
–
Agent creation
–
–
No-code
–
–
Code quality
–
–
Developer tools
–
–
Teams performance analytics
–
–
–
Chatbots
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
GitHub
–
–
–
Jira tickets
–
–
–
LLM development
–
–
–
Workflows
–
–
–
APIs
–
–
–
Codebase q a
–
–
–
Debugging
–
–
–
Frontend development
–
–
–
GitHub management
–
–
–
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.