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
Brev.dev (part of NVIDIA) is a developer GPU cloud that provisions H100, A100, RTX 4090, L4, and T4 instances with one-command CLI provisioning and NVIDIA-optimized ML stacks pre-installed, eliminating environment setup for AI training and inference. On-demand per-second billing means you only pay for actual compute time, making it highly cost-efficient for iterative ML development and rapid prototyping. The fastest way to get an NVIDIA-optimized GPU environment running for LLM fine-tuning or model deployment.
- One-command provisioning
- NVIDIA-optimized environments
- Pre-built ML stacks
- Developer-friendly CLI
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.
Brev.dev — specialist provider
Brev.dev (part of NVIDIA) is a developer GPU cloud that provisions H100, A100, RTX 4090, L4, and T4 instances with one-command CLI provisioning and NVIDIA-optimized ML stacks pre-installed, eliminating environment setup for AI training and inference. On-demand per-second billing means you only pay for actual compute time, making it highly cost-efficient for iterative ML development and rapid prototyping. The fastest way to get an NVIDIA-optimized GPU environment running for LLM fine-tuning or model deployment.
Billing model comparison
Novita uses a On-demand, Spot billing model with a minimum commitment of None. Brev.dev uses On-demand (per-second) 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. Brev.dev is best suited for: ML developers, Rapid prototyping, NVIDIA ecosystem users, Teams wanting zero setup. Its key strengths are one-command provisioning, nvidia-optimized environments, pre-built ml stacks. Both providers target similar workload profiles — the live pricing table above is the most reliable way to determine which offers better value for your specific GPU model and region requirements.
Support tiers and region coverage
Novita offers Community → Enterprise support across 3 regions (US, EU, APAC). Brev.dev offers Community → Enterprise support across 1 region (US). Novita'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 Brev.dev
Novita was founded in 2023 and is headquartered in San Francisco, CA. Brev.dev was founded in 2021 and is headquartered in San Francisco, CA. Brev.dev has 2 years more operational history than Novita, which may matter for teams evaluating provider stability and long-term contract risk. 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.