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Database Mart vs Voltage Park: Pricing, Specs, Strengths & Weaknesses

Side-by-side comparison of GPU compute pricing, regions, billing models, and strengths for Database Mart and Voltage Park. Rates sourced from public APIs — verify current availability and billing terms before purchasing.

Overview

Provider type
Bare-metal
Specialist
Founded
2015
2023
Headquarters
United States
San Francisco, CA
Billing model
Monthly / On-demand
On-demand, Reserved (12+ months)
Min commitment
None
None (on-demand)
Support tier
Standard
Standard → Enterprise
Regions
1 regions
1 regions

Strengths & Best For

Database Mart

Database Mart provides dedicated bare-metal H100, A100, and RTX GPU servers alongside cloud instances for AI, ML, and HPC workloads, with no virtualization overhead for maximum hardware performance. Monthly and on-demand billing options are available, making it suitable for both long-running training jobs and shorter inference workloads that need dedicated GPU hardware. A practical bare-metal GPU option for teams that need consistent, dedicated performance without shared-tenancy concerns.

Strengths
  • Dedicated hardware
  • Flexible configurations
  • Competitive pricing
Weaknesses
  • Bare-metal only — requires more infrastructure management
  • Limited ML tooling vs managed cloud services
  • Smaller ecosystem and fewer integrations
Best For
Dedicated GPU workloadsLong-running trainingHPC
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Voltage Park

Voltage Park has merged with Lightning AI to create one place to build and ship AI. The combined platform offers 36,000 NVIDIA Hopper, Blackwell, and Grace Blackwell GPUs across 8,176-GPU InfiniBand clusters with 3,200 Gbps aggregate bandwidth (NVIDIA Quantum-2 InfiniBand). On-demand H100 available with no long-term contracts; reserved/long-term pricing available. Dell PowerEdge XE9680 servers with NVIDIA HGX H100s, 1TB RAM SXM, 52 vCPUs. Tier 3+ data centers. AI Factory products include GraphN, image/video/podcast generators, and model playground. Customers include Cursor, Caltech, Phind, Dream3D, Prime Intellect.

Strengths
  • On-demand H100 with no long-term contracts
  • 36,000 Hopper/Blackwell/Grace Blackwell GPUs
  • 8,176-GPU InfiniBand clusters, 3,200 Gbps bandwidth
  • Merged with Lightning AI — AI Factory + GPU Cloud combined
  • Tier 3+ data centers
  • Trusted by Cursor, Caltech, Phind, Prime Intellect
Weaknesses
  • Merger with Lightning AI creates product transition period
  • Primarily H100 Hopper — Blackwell availability limited
  • Fewer self-service features vs RunPod or Vast.ai
Best For
Large-scale AI training on H100 clustersAI labs needing InfiniBand multi-node clustersTeams building on Lightning AI platform
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Key differences

Database Mart

Dedicated GPU servers

Voltage Park

Merged with Lightning AI — H100 on-demand, 36,000 Hopper/Blackwell/Grace Blackwell GPUs

AttributeDatabase MartVoltage Park
Provider typebare-metalspecialist
Billing modelMonthly / On-demandOn-demand, Reserved (12+ months)
Min commitmentNoneNone (on-demand)
Regions1 (US)1 (US)
Support tierStandardStandard → Enterprise
Best forDedicated GPU workloads, Long-running trainingLarge-scale AI training on H100 clusters, AI labs needing InfiniBand multi-node clusters
Founded / HQ2015 · United States2023 · San Francisco, CA