Provider Overview
Strengths & Best For
Novita is an on-demand GPU cloud offering H100, A100, and RTX instances with fast provisioning, pre-built ML environments, and a developer-friendly API for AI training and inference workloads. Competitive spot and on-demand pricing makes it accessible for startups and researchers who need quick access to high-performance GPU hardware without long-term commitments. A practical choice for teams wanting a streamlined GPU cloud experience with minimal setup friction.
- Competitive H100 pricing
- Fast provisioning
- Pre-built ML environments
- Developer API
Shadeform is a GPU cloud aggregator that provisions H100, A100, RTX 4090, and many other GPU types across 30+ underlying cloud providers through a single unified API, automatically routing to the cheapest available instance matching your requirements. On-demand and spot GPU rental options are surfaced from the entire provider network, giving teams multi-cloud flexibility without managing multiple accounts. The fastest way to find and launch the lowest-cost GPU for any AI training or inference workload.
- 30+ provider network
- Single API
- Automatic cheapest-price routing
- Wide GPU selection
Live GPU Pricing
Region Coverage
Popular Comparisons
Novita — specialist provider
Novita is an on-demand GPU cloud offering H100, A100, and RTX instances with fast provisioning, pre-built ML environments, and a developer-friendly API for AI training and inference workloads. Competitive spot and on-demand pricing makes it accessible for startups and researchers who need quick access to high-performance GPU hardware without long-term commitments. A practical choice for teams wanting a streamlined GPU cloud experience with minimal setup friction.
Shadeform — marketplace provider
Shadeform is a GPU cloud aggregator that provisions H100, A100, RTX 4090, and many other GPU types across 30+ underlying cloud providers through a single unified API, automatically routing to the cheapest available instance matching your requirements. On-demand and spot GPU rental options are surfaced from the entire provider network, giving teams multi-cloud flexibility without managing multiple accounts. The fastest way to find and launch the lowest-cost GPU for any AI training or inference workload.
Billing model comparison
Novita uses a On-demand, Spot billing model with a minimum commitment of None. Shadeform uses On-demand, Spot billing with a None minimum. Both providers offer flexible billing options — compare the live pricing table above to find the best rate for your specific GPU model and workload duration.
Which workloads each provider suits best
Novita is best suited for: AI model training, LLM inference, Startups needing fast GPU access. Its key strengths are competitive h100 pricing, fast provisioning, pre-built ml environments. Shadeform is best suited for: Teams wanting multi-cloud flexibility, Cost-optimized provisioning, Spot-tolerant workloads. Its key strengths are 30+ provider network, single api, automatic cheapest-price routing. Marketplace providers aggregate GPU supply from multiple sources, often offering the lowest spot rates but with more variable availability and less predictable performance compared to dedicated providers.
Support tiers and region coverage
Novita offers Community → Enterprise support across 3 regions (US, EU, APAC). Shadeform offers Community → Enterprise support across 4 regions (US, EU, APAC and 1 more). Shadeform's broader region footprint gives it an advantage for latency-sensitive workloads or teams with data residency requirements in specific geographies.
Provider background: Novita vs Shadeform
Novita was founded in 2023 and is headquartered in San Francisco, CA. Shadeform was founded in 2023 and is headquartered in San Francisco, CA. Both providers were founded in the same year — evaluate them on current pricing, region coverage, and support tier rather than operational history. Use the live pricing table above to compare current on-demand and spot rates for specific GPU models, and the region map to verify coverage in your target geography.