Lambda vs Cerebrium vs Baseten vs Modal

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

Your tool
Lambda
vs
Competitor 1
Cerebrium
Competitor 2
Baseten
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
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Competitor Baseten
baseten.co
Models to production fast
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Competitor Modal
modal.com
Run AI code without infrastructure
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Traffic estimated monthly website traffic
Monthly visits
—
—
355.4Kvisits/mo
972.8Kvisits/mo
MoM change
—
—
▲ 21.3%
▲ 5.7%
6-month growth
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+73.3%
+13.6%
Global rank web
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#113,597
#43,856
Avg. last 3 months
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304.6K
960K
Bounce rate lower is better
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39%
37%
Pages / visit
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4.1
6.6
Visit duration
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1m 53s
5m 31s
Traffic sources
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● Direct 89% · ● Referral 9%
● Direct 94% · ● Referral 5%
LambdaCerebriumBasetenModal
0291.9K583.7K875.6K1.2MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KModal · 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 · 355.4KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
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$100per month · free tier available
Free tier
$250per month · free tier available
Free tier
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Free trial
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–
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API access
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Hobby FreeStandard $100/moEnterprise Custom
Basic CustomPro CustomEnterprise Custom
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
Code
AudioText
Code
Output
Apps
Apps
AudioImagesText
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
4
6
6
Developer tools
GPU infrastructure
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APIs
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Inference
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Development
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Models
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Web service deployment
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LLM development
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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.