CodeRabbit vs Modal vs GitHub Copilot vs Lambda

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

Your tool
CodeRabbit
vs
Competitor 1
Modal
Competitor 2
GitHub Copilot
Competitor 3
Lambda
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
972.8Kvisits/mo
637.9Mvisits/mo
—
MoM change
▼ 22.7%
▲ 5.7%
▲ 3.7%
—
6-month growth
+50.4%
+13.6%
+19.3%
—
Global rank web
#38,145
#43,856
#49
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Avg. last 3 months
1.2M
960K
629.7M
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Bounce rate lower is better
49%
37%
36%
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Pages / visit
3.5
6.6
5.9
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Visit duration
1m 55s
5m 31s
6m 26s
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Traffic sources
● Direct 73% · ● Referral 24%
● Direct 94% · ● Referral 5%
● Direct 83% · ● Referral 15%
—
CodeRabbitModalGitHub CopilotLambda
0159.5M318.9M478.4M637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9M100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Paid
Starting price
$24per month
$250per month · free tier available
$4per month · free tier available
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Free tier
–
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Free trial
–
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API access
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–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Starter FreeTeam $250/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Capabilities input → output
Input
Code
Code
CodeText
CodeData
Output
CodeText
Apps
Code
Apps
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
9
3
GPU infrastructure
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Code reviews
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Developer tools
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Development
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Code autocompletion
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Coding
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GitHub pull requests
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Agents
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Code analysis
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Code documentation
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Code quality
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–
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Code security analysis
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–
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Code testing
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Coding in VS Code
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Inference
–
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Vs code
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APIs
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Agent management
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Debugging
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Model training
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Performance optimization
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–
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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
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
2
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.