Nebius
situationalAI cloud platform with GPU VMs and API access to open models.
Visit nebius.com →> **Nebius** — situational > Verified 2026-08-19 > Limitation: Newer platform with a smaller ecosystem. > > https://noemium.com/tools/nebius/Add to kitOpen in NoemiumFact-check this catalog entry for Nebius (models-api). Verdict: situational Verdict text: Aggressively priced inference and GPU cloud, useful for cost-sensitive workloads. The platform is newer, so documentation and ecosystem are still catching up to bigger providers. Limitations: - Newer platform with a smaller ecosystem. - Documentation and support are less mature. - Enterprise features still expanding. Receipts: https://nebius.com https://docs.nebius.com/studio/inference/models/ Last verified: 2026-08-19 Find outdated prices, wrong claims, or missing limitations. Cite primary sources (docs, pricing pages, benchmarks, model cards). Do not use marketing pages.[](https://noemium.com/tools/nebius/)
ledger entry · observed by @whysanesanders
Aggressively priced inference and GPU cloud, useful for cost-sensitive workloads. The platform is newer, so documentation and ecosystem are still catching up to bigger providers.
Strengths
- Aggressively priced inference and GPU cloud for cost-sensitive workloads.
- API access to open models without running your own GPUs.
- Unified AI cloud platform with compute and inference in one account.
Known limitations
- Newer platform with a smaller ecosystem.
- Documentation and support are less mature.
- Enterprise features still expanding.
Use it when
- Cost-sensitive inference that wants open models without self-hosting.
- GPU cloud jobs where you rent by the hour instead of owning hardware.
Skip it when
- You need mature documentation and support from a bigger provider.
- Enterprise features and ecosystem breadth are critical now.
- You cannot accept a newer platform still catching up.
Buy-check
- ·Price — paid, pay-as-you-go; from $0.40/1M tokens for smaller models as of 2026-08-19. Open the pricing page, not a screenshot.
- ·Free tier — No free tier — the trial clock starts at checkout.
- ·Cancel fallout — What happens to your data/projects on cancel — check the ToS, not the FAQ.
- ·Seat math — Per-seat pricing multiplies quietly. Count seats before the annual plan.
- ·Who skips it — Also skipped when: You need mature documentation and support from a bigger provider.; Enterprise features and ecosystem breadth are critical now..
Price trailchangelog →
No price move in this repo yet.
Facts
- pricing
- paid1
- price note
- pay-as-you-go; from $0.40/1M tokens for smaller models
- free tier
- no
- open source
- no
- api
- yes
- self-host
- no
- category
- models-api
- evidence
- source-verified
- Models
- locked
Sources
No source, no number.
Similar joball alternatives →
| tool | verdict | price | oss | self-host |
|---|---|---|---|---|
| Nebius | situational | paid | no | no |
| Google AI Studio / Gemini API | ship | freemium | no | no |
| Anthropic API | ship | paid | no | no |
| Cerebras | ship | freemium | no | no |
Facts from the catalog files — not scores you can buy. Quality and speed stay in the briefing, not in a fake 1–5 grid.
Google AI Studio / Gemini API
Gemini API with a real free tier — huge context, multimodal, generous limits.
APIFREE TIER
freemiumfree tier (text models); paid from $0.75/1M input (Gemini 3.7 Flash promo till 2027-01)
Anthropic API
Claude models direct — the practitioner's pick for coding and long-form text.
API
paidpay-as-you-go, from $1/1M input (Haiku 4.5); small free credits for new users
Cerebras
Ultra-fast inference on wafer-scale AI accelerators with competitive API pricing.
APIFREE TIER
freemiumfree trial ($5 credits); self-serve Developer from $10 deposit; Enterprise custom