L40S vs RTX PRO 4500: Specs, VRAM & Price
Short answer: choose the L40S when 48 GB of VRAM is the gating requirement. Choose the RTX PRO 4500 when 32 GB is enough for the workload and the lower hourly rate points that way.
The L40S has 48 GB of VRAM; the RTX PRO 4500 has 32 GB.
You can rent both by the hour, no purchase required. L40S from $0.726/GPU/hr; RTX PRO 4500 from $0.589/GPU/hr. The RTX PRO 4500 is 19% cheaper at the entry rate.
L40S
Good for fine-tuning mid-size models and high-throughput inference
RTX PRO 4500
Good for inference and light fine-tuning workloads
Last updated: 2026-10-10 21:39:17 UTCRefreshes hourly
Specs side by side
| Spec | L40S | RTX PRO 4500 |
|---|---|---|
| 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 | 362 TFLOPS | – |
| Peak FP8 tensor TFLOPS | 733 TFLOPS | – |
| Max board power (TDP) | 350W | – |
| Form factor | PCIe | – |
| Regions | 5 | 2 |
On-demand price
| Rate | L40S | RTX PRO 4500 |
|---|---|---|
| Lowest per GPU/hr | $1.07/GPU/hr | $0.792/GPU/hr |
Which is better for AI: L40S or RTX PRO 4500?
Choose the L40S when 48 GB of VRAM is the gating requirement. Choose the RTX PRO 4500 when 32 GB is enough for the workload and the lower hourly rate points that way.
L40S vs RTX PRO 4500: common questions
Is the L40S or the RTX PRO 4500 better for AI?
Short answer: choose the L40S when 48 GB of VRAM is the gating requirement. Choose the RTX PRO 4500 when 32 GB is enough for the workload and the lower hourly rate points that way.
Is the L40S or the RTX PRO 4500 cheaper to rent?
On Aquanode's live marketplace the L40S starts at $0.726/GPU/hr (median $1.20/GPU/hr) and the RTX PRO 4500 starts at $0.589/GPU/hr (median $0.792/GPU/hr). The RTX PRO 4500 is the cheaper of the two at the entry rate, by 19%.
What is the difference between the L40S and the RTX PRO 4500?
The L40S has 48 GB of VRAM against the RTX PRO 4500's 32 GB; the L40S is an Ada Lovelace part and the RTX PRO 4500 is Blackwell (compute capability 8.9 vs 12.0); both run BF16, FP8, INT4 workloads in hardware. On price, the L40S lists from $0.726/GPU/hr and the RTX PRO 4500 from $0.589/GPU/hr.
How widely available are the L40S and the RTX PRO 4500?
The L40S is listed in 5 regions and the RTX PRO 4500 in 2 regions right now.
How much does 1,000 GPU-hours cost on the L40S vs the RTX PRO 4500?
At the lowest rates listed today, 1,000 GPU-hours costs $726 on the L40S and $589 on the RTX PRO 4500, a difference of $137 for the same runtime. Rates are per GPU per hour and update hourly.
How much VRAM does the L40S have compared to the RTX PRO 4500?
The L40S has 48 GB of VRAM; the RTX PRO 4500 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 L40S page and RTX PRO 4500 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 L40S VRAM calculator and the RTX PRO 4500 VRAM calculator, see vendor-published throughput in the GPU benchmarks and specs table, or browse every model by generation in the GPU index.
More L40S comparisons
More RTX PRO 4500 comparisons
Related reading: L40S pricing and specs, and The best GPUs for AI, ranked.
