Baseten vs Cerebrium vs fal.ai vs Modal

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

Your tool
Baseten
vs
Competitor 1
Cerebrium
Competitor 2
fal.ai
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Baseten
baseten.co
Models to production fast
Remove
Competitor Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
Make main Remove
Competitor fal.ai
fal.ai
fal is an inference service for generative media.
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
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972.8Kvisits/mo
MoM change
▲ 21.3%
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▲ 5.7%
6-month growth
+73.3%
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+13.6%
Global rank web
#113,597
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#43,856
Avg. last 3 months
304.6K
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960K
Bounce rate lower is better
39%
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37%
Pages / visit
4.1
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6.6
Visit duration
1m 53s
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5m 31s
Traffic sources
● Direct 89% · ● Referral 9%
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● Direct 94% · ● Referral 5%
BasetenCerebriumfal.aiModal
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
Freemium
Freemium
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Freemium
Starting price
Free tier
$100per month · free tier available
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$250per month · free tier available
Free tier
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Free trial
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API access
Plans
Basic CustomPro CustomEnterprise Custom
Hobby FreeStandard $100/moEnterprise Custom
Model APIs (pay-per-use) CustomServerless GPUs Custom
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
AudioText
Code
ImagesText
Code
Output
AudioImagesText
Apps
3DAudioImagesVideo
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
6
4
9
6
APIs
Developer tools
GPU infrastructure
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Inference
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Development
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Image generation
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Models
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Video generation
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Web service deployment
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3D models
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Audio generation
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LLM development
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Model training
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Models management
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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
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Saves
0
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Reviews
0
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Prompts
0
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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.