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Cloud H100 80GB (profile) vs Cloud L40S 48GB (profile) for Local AI

A computed, spec-by-spec comparison of the Cloud H100 80GB (profile) and the Cloud L40S 48GB (profile) for running private local AI. Every value below is derived from catalog specs and our scoring/compatibility engines — figures shown as “to verify” are not yet confirmed.

Cloud H100 80GB (profile)Cloud L40S 48GB (profile)
Local AI Score91 /10059 /100
Memory80 GB48 GB
Memory bandwidth3,350 GB/s864 GB/s
Approx FP16990 TFLOPS362 TFLOPS
CategoryCloud GPU ProfilesCloud GPU Profiles
Largest model it runsQwen2.5 72B (Q4_K_M)Mixtral 8x7B (MoE) (Q4_K_M)
Recommended AI Business OS tierEnterprisePro
Best deploymentCloudCloud

Highlighted cells indicate the stronger value in that row (higher is better). Scores and model fit are transparent heuristics for relative guidance, not benchmarks.

Bottom line

The Cloud H100 80GB (profile) leads on our computed Local AI Score (91/100 vs the Cloud L40S 48GB (profile)'s 59/100), making it the stronger pick for demanding local AI. The Cloud H100 80GB (profile) carries more memory (80GB vs 48GB), so it can hold larger models or more concurrent agents. Its largest comfortably-runnable model is Qwen2.5 72B (Q4_K_M). The Cloud L40S 48GB (profile) remains the leaner, lower-overhead option where its score is enough.

Overall lead by Local AI Score: Cloud H100 80GB (profile).

Pick the Cloud H100 80GB (profile)

Pick the Cloud H100 80GB (profile) if you want the higher Local AI Score (91/100), you need to run models up to Qwen2.5 72B (Q4_K_M), you prefer an elastic cloud profile for bursty workloads — it suits the Enterprise AI Business OS tier.

Pick the Cloud L40S 48GB (profile)

Pick the Cloud L40S 48GB (profile) if a leaner, lower-cost setup is enough (59/100), you need to run models up to Mixtral 8x7B (MoE) (Q4_K_M), you prefer an elastic cloud profile for bursty workloads — it suits the Pro AI Business OS tier.

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