H100 vs RTX 4080: Specs, VRAM & Price
Short answer: choose the H100 when 80 GB of VRAM is the gating requirement. Choose the RTX 4080 when 16 GB is enough for the workload and the lower hourly rate points that way.
The H100 has 80 GB of VRAM; the RTX 4080 has 16 GB.
You can rent both by the hour, no purchase required. H100 from $2.19/GPU/hr; RTX 4080 from $0.173/GPU/hr. The RTX 4080 is 92% cheaper at the entry rate.
H100
Good for training and serving frontier-scale LLMs
RTX 4080
Good for inference and light fine-tuning workloads
Last updated: 2026-10-10 22:01:04 UTCRefreshes hourly
Specs side by side
| Spec | H100 | RTX 4080 |
|---|---|---|
| VRAM | 80 GB | 16 GB |
| Memory bandwidth | 3.35 TB/s | 716.8 GB/s |
| Architecture | Hopper | Ada Lovelace |
| Compute capability | 9.0 | 8.9 |
| Precisions in hardware | FP32, FP16, BF16, FP8, INT4 | FP32, FP16, BF16, FP8, INT4 |
| Peak FP16/BF16 tensor TFLOPS | 989 TFLOPS | 194.9 TFLOPS |
| Peak FP8 tensor TFLOPS | 1,979 TFLOPS | 389.9 TFLOPS |
| NVLink / multi-GPU interconnect | NVLink 4, 900 GB/s bidirectional | – |
| Max board power (TDP) | Up to 700W (configurable) | 320W |
| Form factor | SXM5 | PCIe |
| Regions | 8 | 3 |
On-demand price
| Rate | H100 | RTX 4080 |
|---|---|---|
| Lowest per GPU/hr | $2.78/GPU/hr | $0.173/GPU/hr (cheapest overall) |
Which is better for AI: H100 or RTX 4080?
Choose the H100 when 80 GB of VRAM is the gating requirement. Choose the RTX 4080 when 16 GB is enough for the workload and the lower hourly rate points that way.
H100 vs RTX 4080: common questions
Is the H100 or the RTX 4080 better for AI?
Short answer: choose the H100 when 80 GB of VRAM is the gating requirement. Choose the RTX 4080 when 16 GB is enough for the workload and the lower hourly rate points that way.
Is the H100 or the RTX 4080 cheaper to rent?
On Aquanode's live marketplace the H100 starts at $2.19/GPU/hr (median $3.76/GPU/hr) and the RTX 4080 starts at $0.173/GPU/hr (median $0.297/GPU/hr). The RTX 4080 is the cheaper of the two at the entry rate, by 92%.
What is the difference between the H100 and the RTX 4080?
The H100 has 80 GB of VRAM against the RTX 4080's 16 GB; the H100 is a Hopper part and the RTX 4080 is Ada Lovelace (compute capability 9.0 vs 8.9); both run BF16, FP8, INT4 workloads in hardware. On price, the H100 lists from $2.19/GPU/hr and the RTX 4080 from $0.173/GPU/hr.
How widely available are the H100 and the RTX 4080?
The H100 is listed in 8 regions and the RTX 4080 in 3 regions right now.
How much does 1,000 GPU-hours cost on the H100 vs the RTX 4080?
At the lowest rates listed today, 1,000 GPU-hours costs $2,189 on the H100 and $173 on the RTX 4080, a difference of $2,016 for the same runtime. Rates are per GPU per hour and update hourly.
How much VRAM does the H100 have compared to the RTX 4080?
The H100 has 80 GB of VRAM; the RTX 4080 has 16 GB.
Does the H100 or the RTX 4080 support NVLink?
The H100 supports NVLink 4, 900 GB/s bidirectional; the RTX 4080 has no dedicated GPU-to-GPU interconnect.
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 H100 page and RTX 4080 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 H100 VRAM calculator and the RTX 4080 VRAM calculator, see vendor-published throughput in the GPU benchmarks and specs table, or browse every model by generation in the GPU index.
More H100 comparisons
More RTX 4080 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.
