Anyscale vs Modal vs Lambda vs Cerebrium

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

Your tool
Anyscale
vs
Competitor 1
Modal
Competitor 2
Lambda
Competitor 3
Cerebrium
Compare
4 tools · best value per row highlighted
Your tool Anyscale
anyscale.com
Scale AI effortlessly
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Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
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Traffic estimated monthly website traffic
Monthly visits
79.1Kvisits/mo
972.8Kvisits/mo
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—
MoM change
▼ 25.4%
▲ 5.7%
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6-month growth
-21.0%
+13.6%
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Global rank web
#330,039
#43,856
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Avg. last 3 months
90.4K
960K
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Bounce rate lower is better
42%
37%
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Pages / visit
3.3
6.6
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Visit duration
1m 53s
5m 31s
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Traffic sources
● Direct 81% · ● Referral 15%
● Direct 94% · ● Referral 5%
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AnyscaleModalLambdaCerebrium
0291.9K583.7K875.6K1.2MAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K10K100K1M10MAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KModal · 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
Paid
Freemium
Starting price
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$250per month · free tier available
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$100per month · free tier available
Free tier
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Free trial
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API access
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Plans
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
Starter FreeTeam $250/moEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Hobby FreeStandard $100/moEnterprise Custom
Capabilities input → output
Input
CodeData
Code
CodeData
Code
Output
Data
Apps
Apps
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
5
6
2
3
GPU infrastructure
Developer tools
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Development
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LLM development
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Model training
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Cloud computing
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Inference
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APIs
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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
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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.