Baseten vs Nebius Token Factory vs Cerebrium vs Together AI
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Baseten
vs
Baseten
Competitor 1
Nebius Token Factory
Nebius Token Factory
Competitor 2
Cerebrium
Cerebrium
Competitor 3
Together AI
Together AICompare
4 tools · best value per row highlighted
Competitor
Nebius Token Factory
Nebius Token Factory
nebius.com
Enterprise teams running open-source AI models in production get infrastructure that handles the heavy lifting without MLOps expertise
Competitor
Cerebrium
Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
Traffic estimated monthly website traffic
Monthly visits
355.4Kvisits/mo
963.1Kvisits/mo
—
785.1Kvisits/mo
MoM change
▲ 21.3%
▲ 20.8%
—
▼ 6.4%
6-month growth
+73.3%
+60.3%
—
+1.9%
Global rank web
#113,597
#61,989
—
#60,843
Avg. last 3 months
304.6K
793.3K
—
794.7K
Bounce rate lower is better
39%
44%
—
42%
Pages / visit
4.1
3.5
—
3.2
Visit duration
1m 53s
2m 23s
—
1m 57s
Traffic sources
● Direct 89% · ● Referral 9%
● Direct 70% · ● Referral 26%
—
● Direct 77% · ● Referral 21%
BasetenNebius Token FactoryCerebriumTogether AI
Pricing
Model
Freemium
Freemium
Freemium
Paid
Starting price
Free tier
Free tier
$100per month · free tier available
$1.99per month
Free tier
–
Free trial
–
–
–
API access
–
–
Plans
Basic CustomPro CustomEnterprise Custom
Preemptible GPU Instances CustomOn-Demand GPU Instances CustomCPU-Only Instances $0.05
Hobby FreeStandard $100/moEnterprise Custom
Serverless Inference $0.30/usage-basedDedicated Inference GPU $3.99/usage-basedGPU Clusters $1.99/usage-basedFine-Tuning $0.34/usage-based
Capabilities input → output
Input
TextAudio
TextCode
Code
CodeTextImagesAudio
Output
TextImagesAudio
TextCode
Apps
VideoTextImagesCodeAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 1 shared · core partial
Tasks covered
6
6
1
8
Developer tools
Inference
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APIs
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Models
–
GPU infrastructure
–
–
Development
–
–
LLM development
–
–
Fine-Tuning
–
–
–
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.