L4 vs RTX PRO 4000: Specs, VRAM & Price
Short answer: choose the RTX PRO 4000 when you want the lower hourly rate and the specs are otherwise a wash. Choose the L4 when L4 pricing or availability works better where you're deploying.
Both the L4 and the RTX PRO 4000 ship with 24 GB of VRAM.
You can rent both by the hour, no purchase required. L4 from $0.649/GPU/hr; RTX PRO 4000 from $0.419/GPU/hr. The RTX PRO 4000 is 35% cheaper at the entry rate.
L4
Good for inference and light fine-tuning workloads
RTX PRO 4000
Good for inference and light fine-tuning workloads
Last updated: 2026-10-10 22:01:41 UTCRefreshes hourly
Specs side by side
| Spec | L4 | RTX PRO 4000 |
|---|---|---|
| VRAM | 24 GB | 24 GB |
| Memory bandwidth | 300 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 |
| Max board power (TDP) | 72W | – |
| Regions | 1 | 2 |
On-demand price
| Rate | L4 | RTX PRO 4000 |
|---|---|---|
| Lowest per GPU/hr | $0.649/GPU/hr | $0.627/GPU/hr |
Which is better for AI: L4 or RTX PRO 4000?
Choose the RTX PRO 4000 when you want the lower hourly rate and the specs are otherwise a wash. Choose the L4 when L4 pricing or availability works better where you're deploying.
L4 vs RTX PRO 4000: common questions
Is the L4 or the RTX PRO 4000 better for AI?
Short answer: choose the RTX PRO 4000 when you want the lower hourly rate and the specs are otherwise a wash. Choose the L4 when L4 pricing or availability works better where you're deploying.
Is the L4 or the RTX PRO 4000 cheaper to rent?
On Aquanode's live marketplace the L4 starts at $0.649/GPU/hr (median $0.649/GPU/hr) and the RTX PRO 4000 starts at $0.419/GPU/hr (median $0.627/GPU/hr). The RTX PRO 4000 is the cheaper of the two at the entry rate, by 35%.
What is the difference between the L4 and the RTX PRO 4000?
Both cards report 24 GB of VRAM; the L4 is an Ada Lovelace part and the RTX PRO 4000 is Blackwell (compute capability 8.9 vs 12.0); both run BF16, FP8, INT4 workloads in hardware. On price, the L4 lists from $0.649/GPU/hr and the RTX PRO 4000 from $0.419/GPU/hr.
How widely available are the L4 and the RTX PRO 4000?
The L4 is listed in 1 region and the RTX PRO 4000 in 2 regions right now.
How much does 1,000 GPU-hours cost on the L4 vs the RTX PRO 4000?
At the lowest rates listed today, 1,000 GPU-hours costs $649 on the L4 and $419 on the RTX PRO 4000, a difference of $230 for the same runtime. Rates are per GPU per hour and update hourly.
How much VRAM does the L4 have compared to the RTX PRO 4000?
Both the L4 and the RTX PRO 4000 ship with 24 GB of VRAM.
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 L4 page and RTX PRO 4000 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 L4 VRAM calculator and the RTX PRO 4000 VRAM calculator, or browse every model by generation in the GPU index.
More L4 comparisons
More RTX PRO 4000 comparisons
Related reading: L4 pricing and specs, and The best GPUs for AI, ranked.
