Baseten vs Lambda vs CodeRabbit vs Modal

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

Your tool
Baseten
vs
Competitor 1
Lambda
Competitor 2
CodeRabbit
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Baseten
baseten.co
Models to production fast
Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
355.4Kvisits/mo
—
1Mvisits/mo
972.8Kvisits/mo
MoM change
▲ 21.3%
—
▼ 22.7%
▲ 5.7%
6-month growth
+73.3%
—
+50.4%
+13.6%
Global rank web
#113,597
—
#38,145
#43,856
Avg. last 3 months
304.6K
—
1.2M
960K
Bounce rate lower is better
39%
—
49%
37%
Pages / visit
4.1
—
3.5
6.6
Visit duration
1m 53s
—
1m 55s
5m 31s
Traffic sources
● Direct 89% · ● Referral 9%
—
● Direct 73% · ● Referral 24%
● Direct 94% · ● Referral 5%
BasetenLambdaCodeRabbitModal
0331.5K663K994.5K1.3MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KCodeRabbit · 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 · 972.8K100K1M10MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KCodeRabbit · 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 · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
Free tier
—
$24per month
$250per month · free tier available
Free tier
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Free trial
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API access
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Plans
Basic CustomPro CustomEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
AudioText
CodeData
Code
Code
Output
AudioImagesText
Apps
CodeText
Apps
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Code Review
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
3
8
6
Developer tools
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Development
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GPU infrastructure
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Inference
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APIs
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Code reviews
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GitHub pull requests
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Code analysis
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Code documentation
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Code quality
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Code security analysis
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Code testing
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Models
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Web service deployment
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Model training
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Performance optimization
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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
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.