kitio.aiNebius Token Factory vs SambaNova Cloud
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Nebius Token Factory starts at See pricing page and SambaNova Cloud starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Fast and Base model flavors
- OpenAI-compatible API
- Fine-tuning
- Dedicated endpoints
- Zero data retention
- RDU-based inference
- OpenAI-compatible API
- Prompt caching
- Private SambaStack
- Free tier
| Feature | Nebius Token Factory | SambaNova Cloud |
|---|---|---|
| Best for | Production inference and fine-tuning for open models on Nebius cloud | Fast inference for large open models on SambaNova's RDU chips |
| Category | Models & APIs | Models & APIs |
| Pricing model | Paid | Freemium |
| Starting price | See pricing page | See pricing page |
| Free plan | No | Yes |
| Made by | Nebius | SambaNova Systems |
| Based in | Netherlands | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
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Both offer: OpenAI-compatible API.
Pricing compared
Nebius Token Factory starts at See pricing page and SambaNova Cloud starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Nebius Token Factory
- Simple speed versus cost choice
- European data centers
- Strong uptime focus
- Name change confuses users
- Smaller catalog than routers
- Fewer media models
SambaNova Cloud
- Fast on very large models
- Free tier available
- Private deployment option
- Small model catalog
- Less community tooling
- Company strategy shifted often
Which one should you choose?
Choose Nebius Token Factory if you want:
- Simple speed versus cost choice
- European data centers
- Strong uptime focus
Watch out: name change confuses users.
Choose SambaNova Cloud if you want:
- Fast on very large models
- Free tier available
- Private deployment option
Watch out: small model catalog.
Nebius Token Factory vs SambaNova Cloud FAQ
What is the difference between Nebius Token Factory and SambaNova Cloud?
Nebius Token Factory: Production inference and fine-tuning for open models on Nebius cloud. SambaNova Cloud: Fast inference for large open models on SambaNova's RDU chips. Both are models & apis tools.
Is Nebius Token Factory or SambaNova Cloud cheaper?
Nebius Token Factory starts at See pricing page and SambaNova Cloud starts at See pricing page. Check both pricing pages for current plans.
Do Nebius Token Factory and SambaNova Cloud have free plans?
Nebius Token Factory: No. SambaNova Cloud: Yes.
Who makes Nebius Token Factory?
Nebius Token Factory is made by Nebius, based in Netherlands.
Who makes SambaNova Cloud?
SambaNova Cloud is made by SambaNova Systems, based in United States.
Which should I choose, Nebius Token Factory or SambaNova Cloud?
Choose Nebius Token Factory if you value simple speed versus cost choice and european data centers. Choose SambaNova Cloud if you value fast on very large models and free tier available.