Compute Comparison

Lium vs Modal: Pricing, Specs, Strengths & Weaknesses

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

Overview

Attribute
Provider type
Marketplace
Specialist
Founded
2023
2021
Headquarters
United States
New York, NY
Billing model
Per-second (spot and secure tiers)
Per-second serverless
Min commitment
None (15-min balance required to start)
None
Support tier
Standard
Community → Enterprise
Regions
1 regions
3 regions

Strengths & Best For

Lium

Lium (operated by Datura AI Corp) is a GPU marketplace offering H100, H200, A100, and other GPU nodes with per-second billing and no minimum rental period. A prepaid balance sufficient to cover 15 minutes is required to start a rental; billing stops the moment you end it. Spot and secure node tiers are available. Check the live table for current availability and rates.

Strengths
  • Per-second billing — pay only for what you use
  • Minimum rentable GPUs varies by node — single GPUs to whole 8-GPU nodes
  • Spot and secure node tiers
  • H100, H200, A100 and other GPU models available
  • Marketplace prices move as nodes rent out
Weaknesses
  • Marketplace model — hardware availability varies by node
  • Smaller provider with limited scale
  • Less mature ecosystem vs established providers
Best For
Short-burst GPU workloadsCost-sensitive training with per-second billingTeams wanting flexible on-demand GPU access
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Lium Rating

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Modal

Modal is a serverless GPU cloud purpose-built for AI workloads, offering per-second billing with zero idle cost. GPU catalog: B300, B200, H200 SXM, H100 SXM5, RTX PRO 6000, A100 80GB, A100 40GB, L40S, A10, L4, T4. Starter and Team plans include free monthly compute credits. Multi-node training up to 128 B200s with 3,200 Gbps InfiniBand. Python-native SDK. SOC 2 and HIPAA compliant.

Strengths
  • B300, B200, H200 — competitive Blackwell/Hopper pricing
  • Per-second billing with zero idle cost — no minimum hours
  • Multi-node training up to 128 B200s with 3,200 Gbps InfiniBand
  • Python-native SDK — no infra management
  • Starter and Team plans include free monthly compute credits
  • SOC 2, HIPAA, data residency controls
Weaknesses
  • Less control over underlying infrastructure vs raw VMs
  • Pricing can be unpredictable for sustained high-throughput workloads
  • Smaller GPU catalog than dedicated cluster providers
Best For
ML engineers wanting zero-ops GPU infrastructureServerless LLM inference and multi-modal workloadsRL rollouts and AI agent sandboxes at scaleTeams wanting one platform from prototype to production
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Modal Rating

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Live GPU Pricing

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Region Coverage

Popular Comparisons

Key differences

Lium

GPU marketplace — per-second billing, no minimum rental period

Modal

B300, B200, H200, H100 — serverless GPU, per-second billing

AttributeLiumModal
Provider typemarketplacespecialist
Billing modelPer-second (spot and secure tiers)Per-second serverless
Min commitmentNone (15-min balance required to start)None
Regions1 (Various)3 (US-East, US-West, EU)
Support tierStandardCommunity → Enterprise
Best forShort-burst GPU workloads, Cost-sensitive training with per-second billingML engineers wanting zero-ops GPU infrastructure, Serverless LLM inference and multi-modal workloads
Founded / HQ2023 · United States2021 · New York, NY