B300 vs L4: Specs, VRAM & Price
Short answer: choose the B300 when 288 GB of VRAM is the gating requirement. Choose the L4 when 24 GB is enough for the workload and the lower hourly rate points that way.
The B300 has 288 GB of VRAM; the L4 has 24 GB.
You can rent both by the hour, no purchase required. B300 from $9.89/GPU/hr; L4 from $0.649/GPU/hr. The L4 is 93% cheaper at the entry rate.
B300
Good for training and serving frontier-scale LLMs
L4
Good for inference and light fine-tuning workloads
Last updated: 2026-10-10 22:42:39 UTCRefreshes hourly
Specs side by side
| Spec | B300 | L4 |
|---|---|---|
| VRAM | 288 GB | 24 GB |
| Memory bandwidth | – | 300 GB/s |
| Architecture | Blackwell Ultra | Ada Lovelace |
| Compute capability | 10.3 | 8.9 |
| Precisions in hardware | FP32, FP16, BF16, FP8, INT4 | FP32, FP16, BF16, FP8, INT4 |
| Max board power (TDP) | – | 72W |
| Regions | 1 | 1 |
On-demand price
| Rate | B300 | L4 |
|---|---|---|
| Lowest per GPU/hr | $9.89/GPU/hr | $0.649/GPU/hr |
Which is better for AI: B300 or L4?
Choose the B300 when 288 GB of VRAM is the gating requirement. Choose the L4 when 24 GB is enough for the workload and the lower hourly rate points that way.
B300 vs L4: common questions
Is the B300 or the L4 better for AI?
Short answer: choose the B300 when 288 GB of VRAM is the gating requirement. Choose the L4 when 24 GB is enough for the workload and the lower hourly rate points that way.
Is the B300 or the L4 cheaper to rent?
On Aquanode's live marketplace the B300 starts at $9.89/GPU/hr (median $9.89/GPU/hr) and the L4 starts at $0.649/GPU/hr (median $0.649/GPU/hr). The L4 is the cheaper of the two at the entry rate, by 93%.
What is the difference between the B300 and the L4?
The B300 has 288 GB of VRAM against the L4's 24 GB; the B300 is a Blackwell Ultra part and the L4 is Ada Lovelace (compute capability 10.3 vs 8.9); both run BF16, FP8, INT4 workloads in hardware. On price, the B300 lists from $9.89/GPU/hr and the L4 from $0.649/GPU/hr.
How widely available are the B300 and the L4?
The B300 is listed in 1 region and the L4 in 1 region right now.
How much does 1,000 GPU-hours cost on the B300 vs the L4?
At the lowest rates listed today, 1,000 GPU-hours costs $9,889 on the B300 and $649 on the L4, a difference of $9,240 for the same runtime. Rates are per GPU per hour and update hourly.
How much VRAM does the B300 have compared to the L4?
The B300 has 288 GB of VRAM; the L4 has 24 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 B300 page and L4 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 B300 VRAM calculator and the L4 VRAM calculator, or browse every model by generation in the GPU index.
More B300 comparisons
More L4 comparisons
Related reading: H100 pricing and specs, H100 vs H200, A100 vs H100, H100 and H200: SXM vs NVL vs PCIe, and The best GPUs for AI, ranked.
