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Lambda in one minute
Best for: ML teams who want straightforward GPU rentals with no egress fees.
Biggest catch: H100 on demand is $3.99/GPU-hr, higher than marketplace-style clouds.
Skip it if: You need the cheapest possible spot GPUs.
Price: H100 SXM from $3.99/GPU-hr (8x), H100 PCIe $3.29/GPU-hr. Clusters from $5.54/GPU-hr. (checked Oct 11, 2026)
Full Lambda review
AI Infrastructure & Cloud · GPU Cloud Computing
Best for: Teams already on DigitalOcean who need GPU VMs.
Pros GPU cloud machines and notebooks, now part of DigitalOcean Unified DigitalOcean API and billing Simple GPU VMs for ML work
Biggest catch Legacy Gradient and Core APIs are deprecated and unavailable
Skip it if: You relied on the old Gradient workflows.
Starting price: Pay-as-you-go GPU pricing via DigitalOcean (check its pricing page). (checked Oct 11, 2026)
Full Paperspace review · Paperspace alternatives
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AI Infrastructure & Cloud · GPU Cloud Computing
Best for: Hobbyists and startups doing disposable GPU work.
Pros Cheap GPU pods, especially on Community Cloud Serverless GPUs billed per second Secure Cloud for dedicated data-center hardware
Biggest catch Community Cloud is peer-to-peer, with variable reliability and no SLA
Skip it if: You need guaranteed production reliability on the cheap tier.
Starting price: Pay-as-you-go. E.g. H100 PCIe about $1.99/hr Community, $2.89/hr Secure (third-party report). (checked Oct 11, 2026)
Full RunPod review · RunPod alternatives
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AI Infrastructure & Cloud · GPU Cloud Computing
Best for: Developers serving or fine-tuning open models.
Pros OpenAI-compatible serverless inference for many open models GPU clusters with on-demand, reserved and preemptible pricing Dedicated endpoints for isolation and guaranteed performance
Biggest catch Serverless rates vary by model, so you need to check each one
Skip it if: You want a consumer chat app.
Starting price: Serverless per million tokens (by model). H100 clusters $3.99/GPU-hr on demand, $1.99 preemptible. (checked Oct 11, 2026)
Full Together AI review · Together AI alternatives
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AI Infrastructure & Cloud · Infrastructure & Cloud
Best for: Teams shopping for flexible GPU capacity.
Pros GPU compute marketplace aggregating capacity across providers Spot and reserved compute with transparent pricing Used by Cursor and research labs, per the company
Biggest catch Rebranded from Foundry to Mithril in August 2025, so the old name and URL are stale
Skip it if: You want a fully managed ML platform.
Starting price: Spot and reserved pricing on mithril.ai (varies by GPU). (checked Oct 11, 2026)
Full Foundry (now Mithril) review · Foundry (now Mithril) alternatives
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AI Infrastructure & Cloud · GPU Marketplace
Best for: Budget experiments and fine-tuning jobs that tolerate interruptions.
Pros Peer-to-peer GPU marketplace with very low prices H100s often well under hyperscaler rates Container-based, quick to start
Biggest catch Reliability depends on the host, and interruptions and storage loss have been reported
Skip it if: You run production or regulated workloads.
Starting price: Marketplace pricing. H100 roughly $0.90–$1.87/hr (third-party reports). (checked Oct 11, 2026)
Full Vast.ai review · Vast.ai alternatives
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Pros, catches and prices are compiled from public sources (official pricing and docs pages, published reviews, user reports), not hands-on testing. Prices change often, so check the vendor page before you buy.