AWS GPU (EC2/P5/SageMaker)

Use when AWS is destiny. For greenfield agent GPUs, neoclouds win on price and speed-to-pod.

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Use when AWS is destiny. For greenfield agent GPUs, neoclouds win on price and speed-to-pod. Strengths: Global regions + enterprise everything; Best-in-class networking options (EFA); Integrates with full AWS estate.

Overall

7.7

curated_estimate

confidence: high · as of 2026-09-14

Capability fit

9.4

Price / performance

4.8

Latency / reliability

9.5

Developer & agent DX

7.0

Privacy / data retention

9.0

Lock-in risk (higher = worse)

8.0

Maturity / track record

9.9

Lock-in risk: higher = more lock-in (worse). Overall already inverts this dimension.

Sources: AWS EC2 GPU instances: https://aws.amazon.com/ec2/instance-types/ · Amazon SageMaker: https://aws.amazon.com/sagemaker/

Use when AWS is destiny. For greenfield agent GPUs, neoclouds win on price and speed-to-pod.

Strengths

· Global regions + enterprise everything
· Best-in-class networking options (EFA)
· Integrates with full AWS estate

Weaknesses

· Expensive on-demand
· Console complexity
· Easy to overpay without commits

Pricing notes

P5/P4d etc. often $4–7+/GPU-hr on-demand; Savings Plans/spot help; SageMaker adds managed tax.

Regions: globalLast reviewed: 2026-09-14Status: active

Sourced pricing

Contract status unavailable · no_sourced_price. Single normalized $/1M: null. Machine list: /api/pricing?provider=aws-gpu

No sourced SKU row. Notes above stay prose.

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