Lambda Labs vs Modal: Pricing, Specs, Strengths & Weaknesses
Side-by-side comparison of GPU compute pricing, regions, billing models, and strengths for Lambda Labs and Modal. Rates sourced from public APIs — verify current availability and billing terms before purchasing.
Overview
Strengths & Best For
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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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.
- 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
- Less control over underlying infrastructure vs raw VMs
- Pricing can be unpredictable for sustained high-throughput workloads
- Smaller GPU catalog than dedicated cluster providers
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Live GPU Pricing
Green = lower price. On-demand hourly rates. Updated every 15 minutes.
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Key differences
Lambda Labs
The Superintelligence Cloud — supercomputers for training and inference
Modal
B300, B200, H200, H100 — serverless GPU, per-second billing