NVIDIA L40 alternatives — what else should I consider?

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NVIDIA L40 is best for workloads where its 48 GB VRAM and Ada Lovelace tensor cores are well-matched: Inference, video processing, rendering.

If your workload needs significantly more memory (e.g., training frontier-scale models from scratch), NVIDIA L40 is undersized and you'd want an H100/H200/B200 class card. If your workload needs less (e.g., small-scale serving on 7B-parameter models), cheaper cards like L4 or RTX 4090 may be more cost-efficient. For the middle band, NVIDIA L40 is usually the sensible pick.

Full specs, benchmarks, and comparisons are on the NVIDIA L40 page.