L40 vs RTX PRO 4500 SE: Specs, VRAM & Price
Short answer: choose the L40 when 48 GB of VRAM is the gating requirement. Choose the RTX PRO 4500 SE when 32 GB is enough for the workload and availability points that way.
The L40 has 48 GB of VRAM; the RTX PRO 4500 SE has 32 GB.
You can rent both by the hour, no purchase required. L40 from $0.759/GPU/hr; RTX PRO 4500 SE from $0.792/GPU/hr. The L40 is 4% cheaper at the entry rate.
L40
Good for fine-tuning mid-size models and high-throughput inference
RTX PRO 4500 SE
Good for inference and light fine-tuning workloads
Last updated: 2026-10-10 22:02:32 UTCRefreshes hourly
Specs side by side
| Spec | L40 | RTX PRO 4500 SE |
|---|---|---|
| VRAM | 48 GB | 32 GB |
| Memory bandwidth | 864 GB/s | – |
| Architecture | Ada Lovelace | Blackwell |
| Compute capability | 8.9 | 12.0 |
| Precisions in hardware | FP32, FP16, BF16, FP8, INT4 | FP32, FP16, BF16, FP8, INT4 |
| Peak FP16/BF16 tensor TFLOPS | 181.05 TFLOPS | – |
| Peak FP8 tensor TFLOPS | 362 TFLOPS | – |
| Max board power (TDP) | 300W | – |
| Regions | 3 | 1 |
On-demand price
| Rate | L40 | RTX PRO 4500 SE |
|---|---|---|
| Lowest per GPU/hr | $0.850/GPU/hr | $0.792/GPU/hr |
Which is better for AI: L40 or RTX PRO 4500 SE?
Choose the L40 when 48 GB of VRAM is the gating requirement. Choose the RTX PRO 4500 SE when 32 GB is enough for the workload and availability points that way.
L40 vs RTX PRO 4500 SE: common questions
Is the L40 or the RTX PRO 4500 SE better for AI?
Short answer: choose the L40 when 48 GB of VRAM is the gating requirement. Choose the RTX PRO 4500 SE when 32 GB is enough for the workload and availability points that way.
Is the L40 or the RTX PRO 4500 SE cheaper to rent?
On Aquanode's live marketplace the L40 starts at $0.759/GPU/hr (median $0.902/GPU/hr) and the RTX PRO 4500 SE starts at $0.792/GPU/hr (median $0.792/GPU/hr). The L40 is the cheaper of the two at the entry rate, by 4%.
What is the difference between the L40 and the RTX PRO 4500 SE?
The L40 has 48 GB of VRAM against the RTX PRO 4500 SE's 32 GB; the L40 is an Ada Lovelace part and the RTX PRO 4500 SE is Blackwell (compute capability 8.9 vs 12.0); both run BF16, FP8, INT4 workloads in hardware. On price, the L40 lists from $0.759/GPU/hr and the RTX PRO 4500 SE from $0.792/GPU/hr.
How widely available are the L40 and the RTX PRO 4500 SE?
The L40 is listed in 3 regions and the RTX PRO 4500 SE in 1 region right now.
How much does 1,000 GPU-hours cost on the L40 vs the RTX PRO 4500 SE?
At the lowest rates listed today, 1,000 GPU-hours costs $759 on the L40 and $792 on the RTX PRO 4500 SE, a difference of $33 for the same runtime. Rates are per GPU per hour and update hourly.
How much VRAM does the L40 have compared to the RTX PRO 4500 SE?
The L40 has 48 GB of VRAM; the RTX PRO 4500 SE has 32 GB.
How this comparison is calculated
Every price is normalized to a per-GPU hourly rate using the same pipeline as every other pricing surface on Aquanode, and only the cheapest qualifying offer per provider is shown. A dash means that provider does not currently list that GPU.
Architecture, compute capability and supported precisions come from each vendor's published datasheet for that generation, not from the marketplace feed. This page regenerates at most once per hour.
Memory bandwidth, tensor TFLOPS, NVLink/interconnect and max board power are the same verified-from-datasheet figures shown on each model's own L40 page and RTX PRO 4500 SE page, which link the primary vendor source for that model. A dash here means Aquanode hasn't verified that figure from a primary source yet, never a guess.
Go further
Check what fits in each card's memory with the L40 VRAM calculator and the RTX PRO 4500 SE VRAM calculator, see vendor-published throughput in the GPU benchmarks and specs table, or browse every model by generation in the GPU index.
More L40 comparisons
More RTX PRO 4500 SE comparisons
Related reading: L40 pricing and specs, The NVIDIA Inception program, explained, Google Colab alternatives for dedicated GPU access, Free GPU credits for students and researchers, and RunPod volume disk vs. network volume, compared.
