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Database Mart vs Salad: Pricing, Specs, Strengths & Weaknesses

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

Overview

Provider type
Bare-metal
Marketplace
Founded
2015
2018
Headquarters
United States
Boston, MA
Billing model
Monthly / On-demand
Per-second on-demand, Reserved contracts (Dedicated)
Min commitment
None
None (Community Cloud)
Support tier
Standard
Community → Enterprise
Regions
1 regions
3 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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Salad

Salad orchestrates idle consumer GPUs from homes and small businesses worldwide into a single API-driven platform. GPU catalog: RTX 5090, RTX 4090, RTX 5080, RTX 4080, RTX 3090. Four priority tiers: High (never preempted), Medium, Low, Lowest (batch, cheapest). vCPU and RAM included with every GPU. Products: Community Cloud (lowest-cost distributed pool), Salad Dedicated (reserved RTX PRO 6000 Blackwell bare metal on contract), AI Gateway (OpenAI-compatible LLM endpoint), Transcription API, Private AI Cloud (run on your own idle GPUs). SOC 2 Type I. Trusted by Civitai (10M images/day).

Strengths
  • RTX 4090 (Lowest priority) — cheapest RTX 4090 inference anywhere
  • RTX 5090 (Lowest priority) — Blackwell at consumer prices
  • Four priority tiers: High/Medium/Low/Lowest — balance cost vs reliability
  • vCPU and RAM included with every GPU at no extra charge
  • Per-second billing, no cold-start charges, no minimums
  • Salad Dedicated: RTX PRO 6000 Blackwell bare metal on contract
Weaknesses
  • Consumer GPU network — not suitable for sub-10ms latency or NVLink multi-GPU training
  • No data-residency guarantees on Community Cloud
  • Interruptible nodes require fault-tolerant workload design
Best For
Batch image generation and video AI at lowest costLLM inference via AI GatewaySpeech-to-text transcription at scaleTeams wanting private cloud on their own idle hardware
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Key differences

Database Mart

Dedicated GPU servers

Salad

RTX 5090, RTX 4090 (Lowest priority) — distributed idle GPUs, per-second billing

AttributeDatabase MartSalad
Provider typebare-metalmarketplace
Billing modelMonthly / On-demandPer-second on-demand, Reserved contracts (Dedicated)
Min commitmentNoneNone (Community Cloud)
Regions1 (US)3 (US, EU, Global (190+ countries))
Support tierStandardCommunity → Enterprise
Best forDedicated GPU workloads, Long-running trainingBatch image generation and video AI at lowest cost, LLM inference via AI Gateway
Founded / HQ2015 · United States2018 · Boston, MA