Can I install my own CUDA toolkit and frameworks on Novita AI?
💡 Answer
The ML framework ecosystem at Novita AI:
PyTorch, TensorFlow, CUDA, cuDNN, TensorRT
These frameworks come pre-configured and optimized for the available GPU hardware. Custom images (Yes) allow you to deploy any framework or library not included by default, including nightly builds, custom forks, or specialized inference engines like vLLM or TensorRT.
Persistent storage (Yes) ensures your datasets and model weights survive instance restarts.
Check which ML frameworks come pre-installed on Novita AI official website.
More FAQs about Novita AI
- Should I use Novita AI for my AI/ML project?
- Is Novita AI well-reviewed on Trustpilot?
- What is the setup and deployment experience like at Novita AI?
- Does Novita AI offer auto-scaling GPU endpoints?
- Does Novita AI offer private networking between GPU instances?
- Is NVLink or InfiniBand available at Novita AI?
- Are there preemptible GPU options at Novita AI for fault-tolerant workloads?
- Are there hidden bandwidth charges at Novita AI?
- Does Novita AI offer any sign-up bonus or free compute credits?
- What are the GPU specifications available at Novita AI?
- How does Novita AI charge for GPU compute time?
Guides Where Novita AI Is Featured
- Best Cloud GPU Providers with NVIDIA H200
- Best Cloud GPUs for LLM Serving & Deployment
- Cheapest Cloud GPUs Under $0.50/hr
- Cloud GPU Providers with API & CLI Management
- Cloud GPU Providers with Docker & Custom Images
- Cloud GPU Providers with Free Credits
- Cloud GPU Providers with Jupyter Notebook Support
- Cloud GPU Providers with Kubernetes Support
- Cloud GPU Providers with Multi-Node GPU Clusters
- Cloud GPU Providers with NVLink or InfiniBand
- Cloud GPU Providers with Per-Second Billing
- Cloud GPU Providers with Persistent Storage
- Cloud GPU Providers with Serverless GPU Inference
- Cloud GPU Providers with Spot / Preemptible Instances
- Cloud GPU Providers with SSH Access
- Cloud GPU Providers with Zero Egress Fees
These guides include Novita AI alongside other cloud GPU providers, grouped by hardware, pricing, features, and infrastructure.
Novita AI GPU Provider Review & Key Facts (May 2026)
Snapshot of Novita AI: GPU models, pricing, billing granularity, infrastructure, developer tools, support channels, and compliance. Data verified May 2026.
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Novita AI
AI & Agent Cloud platform with 200+ model APIs, GPU instances, and serverless inference at scale.
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| Overview | |
| Trustpilot Rating | 3 |
| Headquarters | United States |
| Provider Type | GPU-Focused |
| Best For | AI training inference fine-tuning generative AI research LLM serving Stable Diffusion |
| GPU Hardware | |
| GPU Models | H100 SXM A100 SXM L40S RTX 4090 RTX 6000 Ada RTX 5090 RTX 3090 |
| Max VRAM (GB) | 80 |
| Max GPUs/Instance | 8 |
| Interconnect | NVLink |
| Pricing | |
| Starting Price ($/hr) | $0.11/hr |
| Billing Granularity | Per-second |
| Spot/Preemptible | Yes |
| Reserved Discounts | N/A |
| Free Credits | Up to $10,000 for startups |
| Egress Fees | None (Free) |
| Storage | Container disk (60GB free), volume disk, network volumes |
| Infrastructure | |
| Regions | US, EU, APAC, South America, Africa, Middle East (20+ locations) |
| Uptime SLA | 99.9% |
| Developer Experience | |
| Frameworks | PyTorch TensorFlow CUDA cuDNN TensorRT |
| Docker Support | Yes |
| SSH Access | Yes |
| Jupyter Notebooks | Yes |
| API / CLI | Yes |
| Setup Time | N/A |
| Kubernetes Support | No |
| Business Terms | |
| Min Commitment | None |
| Compliance | SOC 2 |
Novita AI