CodeRabbit vs Make vs OpenHands 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
Make
Competitor 2
OpenHands
Competitor 3
OpenAI Codex
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor Make
make.com
Visual automation for complex workflows
Make main Remove
Competitor OpenHands
openhands.dev
OpenHands is an open-source, model-agnostic platform for running coding agents in the cloud.
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
69visits/mo
—
204.3Mvisits/mo
MoM change
▼ 22.7%
▼ 100.0%
—
▲ 3.6%
6-month growth
+50.4%
-100.0%
—
+0.3%
Global rank web
#38,145
#7,796
—
#212
Avg. last 3 months
1.2M
3.7M
—
197.3M
Bounce rate lower is better
49%
30%
—
58%
Pages / visit
3.5
8.4
—
3.0
Visit duration
1m 55s
7m 47s
—
2m 31s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 91% · ● Referral 6%
—
● Direct 81% · ● Referral 17%
CodeRabbitMakeOpenHandsOpenAI Codex
066.6M133.2M199.7M266.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69OpenAI 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 · 204.3M101001K10K100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69OpenAI 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
Free
Freemium
Starting price
$24per month
$6per month · free tier available
Free
$20per month · free tier available
Free tier
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Free trial
–
–
–
API access
–
–
–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
—
Open Source (Local) FreeIndividual (SaaS) FreeEnterprise Custom
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Capabilities input → output
Input
Code
DataText
CodeText
CodeText
Output
CodeText
Apps
Code
Code
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Code ReviewAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
9
7
9
Agents
–
GitHub pull requests
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Code reviews
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Coding
–
–
GitHub automation
–
–
Code documentation
–
–
Development
–
–
No-code
–
–
–
Process automation
–
–
–
Workflows
–
–
–
API integrations
–
–
–
Agent creation
–
–
–
Code analysis
–
–
–
Code quality
–
–
–
Code security analysis
–
–
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Code testing
–
–
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Agent management
–
–
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Debugging
–
–
–
Marketing automation
–
–
–
Self hosted
–
–
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Tech team automation
–
–
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Terminal
–
–
–
Zapier assistance
–
–
–
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.