Database Mart vs Lambda Labs: Pricing, Specs, Strengths & Weaknesses
Side-by-side comparison of GPU compute pricing, regions, billing models, and strengths for Database Mart and Lambda Labs. Rates sourced from public APIs — verify current availability and billing terms before purchasing.
Overview
Strengths & Best For
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.
- Dedicated hardware
- Flexible configurations
- Competitive pricing
- Bare-metal only — requires more infrastructure management
- Limited ML tooling vs managed cloud services
- Smaller ecosystem and fewer integrations
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Lambda (formerly Lambda Labs) is a purpose-built AI supercomputer cloud offering NVIDIA Vera Rubin NVL72, GB300 NVL72, HGX B300, HGX B200, and H200 GPU clusters for large-scale training and inference. Superclusters run on single-tenant infrastructure with NVIDIA Quantum-2 InfiniBand; 1-Click Clusters™ provide production-ready B200 and H100 clusters optimized for distributed workloads; on-demand Instances spin up in minutes for prototyping. SOC 2 Type II certified with single-tenant, shared-nothing architecture. Trusted by leading AI labs and enterprises for frontier model training.
- Vera Rubin NVL72 and GB300 NVL72 supercomputers
- 1-Click Clusters™ for production-ready B200/H100 distributed workloads
- Single-tenant, shared-nothing architecture
- SOC 2 Type II, caged clusters with hardware-level isolation
- Co-engineering support from infrastructure experts
- No egress fees
- Premium pricing vs commodity GPU clouds
- Sales-led process for large clusters
- On-demand Instances have limited availability vs spot-heavy providers
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Live GPU Pricing
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Key differences
Database Mart
Dedicated GPU servers
Lambda Labs
The Superintelligence Cloud — supercomputers for training and inference