Cerebrium vs Modal vs Anyscale vs Replicate

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

Your tool
Cerebrium
vs
Competitor 1
Modal
Competitor 2
Anyscale
Competitor 3
Replicate
Compare
4 tools · best value per row highlighted
Your tool Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor Anyscale
anyscale.com
Scale AI effortlessly
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
972.8Kvisits/mo
79.1Kvisits/mo
1Mvisits/mo
MoM change
—
▲ 5.7%
▼ 25.4%
▼ 3.1%
6-month growth
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+13.6%
-21.0%
-30.2%
Global rank web
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#43,856
#330,039
#39,584
Avg. last 3 months
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960K
90.4K
1.1M
Bounce rate lower is better
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37%
42%
35%
Pages / visit
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6.6
3.3
5.6
Visit duration
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5m 31s
1m 53s
5m 09s
Traffic sources
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● Direct 94% · ● Referral 5%
● Direct 81% · ● Referral 15%
● Direct 92% · ● Referral 6%
CerebriumModalAnyscaleReplicate
0415.2K830.4K1.2M1.7MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M10K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$100per month · free tier available
$250per month · free tier available
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Free tier
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Free trial
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–
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API access
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Plans
Hobby FreeStandard $100/moEnterprise Custom
Starter FreeTeam $250/moEnterprise Custom
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
Code
Code
CodeData
ImagesText
Output
Apps
Apps
Data
AudioImagesTextVideo
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 ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
1
6
0
9
Developer tools
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APIs
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Inference
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Development
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GPU infrastructure
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API integrations
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Models
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Image generation
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LLM development
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Performance optimization
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Video generation
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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.