CodeRabbit vs Make vs GitHub Copilot vs CrewAI
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
CodeRabbit
vs CodeRabbit
Competitor 1
Make
Make
Competitor 2
GitHub Copilot
GitHub Copilot
Competitor 3
CrewAI
CrewAICompare
4 tools · best value per row highlighted
Competitor
CrewAI
CrewAI
crewai.com
CrewAI is a multi-agent platform that covers the full agent lifecycle for businesses: discover what to automate, build agents, govern them in production and optimize them over time.
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
69visits/mo
637.9Mvisits/mo
476.6Kvisits/mo
MoM change
▼ 22.7%
▼ 100.0%
▲ 3.7%
▼ 10.3%
6-month growth
+50.4%
-100.0%
+19.3%
-5.3%
Global rank web
#38,145
#7,796
#49
#107,487
Avg. last 3 months
1.2M
3.7M
629.7M
564.3K
Bounce rate lower is better
49%
30%
36%
46%
Pages / visit
3.5
8.4
5.9
2.6
Visit duration
1m 55s
7m 47s
6m 26s
1m 32s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 91% · ● Referral 6%
● Direct 83% · ● Referral 15%
● Direct 75% · ● Referral 23%
CodeRabbitMakeGitHub CopilotCrewAI
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$24per month
$6per month · free tier available
$4per month · free tier available
Free
Free tier
–
Free trial
–
–
API access
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
—
Free FreeTeam $4/moEnterprise $21/mo
Basic FreeEnterprise $0
Capabilities input → output
Input
Code
DataText
CodeText
Text
Output
CodeText
Apps
Code
AppsCode
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
8
9
9
9
Agents
–
Agent management
–
Agent creation
–
–
Code reviews
–
–
No-code
–
–
Workflows
–
–
Development
–
–
Agent collaboration
–
–
–
Code autocompletion
–
–
–
Coding
–
–
–
GitHub pull requests
–
–
–
Process automation
–
–
–
API integrations
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
Coding in VS Code
–
–
–
Developer tools
–
–
–
Vs code
–
–
–
Agent testing
–
–
–
Debugging
–
–
–
Marketing automation
–
–
–
Terminal
–
–
–
Zapier assistance
–
–
–
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
2
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.