Cerebrium vs Baseten vs Nebius Token Factory vs Anyscale

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

Your tool
Cerebrium
vs
Competitor 1
Baseten
Competitor 2
Nebius Token Factory
Competitor 3
Anyscale
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.
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Competitor Baseten
baseten.co
Models to production fast
Make main Remove
Competitor Nebius Token Factory
nebius.com
Enterprise teams running open-source AI models in production get infrastructure that handles the heavy lifting without MLOps expertise
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Competitor Anyscale
anyscale.com
Scale AI effortlessly
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Traffic estimated monthly website traffic
Monthly visits
—
355.4Kvisits/mo
963.1Kvisits/mo
79.1Kvisits/mo
MoM change
—
▲ 21.3%
▲ 20.8%
▼ 25.4%
6-month growth
—
+73.3%
+60.3%
-21.0%
Global rank web
—
#113,597
#61,989
#330,039
Avg. last 3 months
—
304.6K
793.3K
90.4K
Bounce rate lower is better
—
39%
44%
42%
Pages / visit
—
4.1
3.5
3.3
Visit duration
—
1m 53s
2m 23s
1m 53s
Traffic sources
—
● Direct 89% · ● Referral 9%
● Direct 70% · ● Referral 26%
● Direct 81% · ● Referral 15%
CerebriumBasetenNebius Token FactoryAnyscale
0240.8K481.5K722.3K963.1KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KNebius Token Factory · 549.1KNebius Token Factory · 562.2KNebius Token Factory · 563.4KNebius Token Factory · 600.7KNebius Token Factory · 590.2KNebius Token Factory · 677.5KNebius Token Factory · 619.3KNebius Token Factory · 797.4KNebius Token Factory · 963.1KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1K10K100K1MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KNebius Token Factory · 549.1KNebius Token Factory · 562.2KNebius Token Factory · 563.4KNebius Token Factory · 600.7KNebius Token Factory · 590.2KNebius Token Factory · 677.5KNebius Token Factory · 619.3KNebius Token Factory · 797.4KNebius Token Factory · 963.1KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$100per month · free tier available
Free tier
Free tier
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Free tier
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Free trial
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–
–
API access
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Plans
Hobby FreeStandard $100/moEnterprise Custom
Basic CustomPro CustomEnterprise Custom
Preemptible GPU Instances CustomOn-Demand GPU Instances CustomCPU-Only Instances $0.05
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
Capabilities input → output
Input
Code
AudioText
CodeText
CodeData
Output
Apps
AudioImagesText
CodeText
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
6
6
5
GPU infrastructure
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APIs
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Developer tools
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LLM development
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Inference
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–
Models
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–
Development
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–
Model training
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–
–
Cloud computing
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–
–
Web service deployment
–
–
–
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.