Specifications Compared
| Spec | H200 | RTX 4080 |
|---|---|---|
| TDP | 700W | 320W |
| VRAM | 141 GB | 16 GB |
| CUDA Cores | 16,896 | 9,728 |
| FP8 (dense) | 1,979 TFLOPS | 194.9 TFLOPS |
| Memory Type | HBM3e | GDDR6X |
| Architecture | Hopper | Ada Lovelace |
| FP16 (dense) | 989 TFLOPS | 97.5 TFLOPS |
| Form Factors | SXM, NVL | PCIe |
| INT8 (dense) | 1,979 TOPS | 389.9 TOPS |
| Interconnect | NVLink, PCIe 5.0, InfiniBand | PCIe 4.0 |
| Tensor Cores | 528 | 304 |
| FP32 Performance | 67 TFLOPS | 48.7 TFLOPS |
| FP64 Performance | 34 TFLOPS | Not published |
| Memory Bandwidth | 4,800 GB/s | 717 GB/s |
| FP8 (with sparsity) | 3,958 TFLOPS | 389.8 TFLOPS |
| FP16 (with sparsity) | 1,979 TFLOPS | 195 TFLOPS |
| INT8 (with sparsity) | 3,958 TOPS | 779.8 TOPS |
Performance Analysis
FP16 dense performance measures 989 TFLOPS on the H200 against 97.5 TFLOPS on the RTX 4080. FP16 with sparsity measures 1979 TFLOPS on the H200 against 195 TFLOPS on the RTX 4080. FP32 performance measures 67 TFLOPS on the H200 against 48.7 TFLOPS on the RTX 4080. The memory bandwidth difference of 4800 GB/s to 717 GB/s supports larger batch sizes during operations that rely on high data throughput. TDP reaches 700W on the H200 compared to 320W on the RTX 4080.
Current On-Demand Offers
Cheapest secure on-demand offer per provider that is reported in stock right now, per GPU per hour; multi-GPU instances show the whole-instance price alongside. Deploy opens the DeployGPU console for providers on the platform, otherwise the provider's own site. Stock is rechecked every minute.
H200
| Provider | Region | GPUs | Per GPU / hr | Instance / hr | Deploy |
|---|---|---|---|---|---|
| RunPod | global | 1 | $5.29 | — | Deploy |
| VERDA | FIN-HEL | 2 | $5.60 | $11.20 | Deploy |
| Lyceum | Europe | 2 | $6.19 | $12.38 | Deploy |
| LeaderGPU | The Netherlands | 1 | $6.22 | — | Deploy |
4 providers in stock, 7 offers (cheapest per provider shown). All H200 offers, price history and alerts
RTX 4080
RTX 4080 is not offered on-demand by any provider we track right now. See the RTX 4080 rental page for last-seen listed prices and a price alert.
Notify me when H200 drops below a price
One email when the cheapest in-stock on-demand price per GPU-hour falls below your threshold. Cheapest right now: $5.29/GPU-hr.
QuantaCloud
Comparing H-series providers? We broker across all of them.
Hopper stock changes by the hour and prices differ by provider. If you need 16+ GPUs reserved or a cluster in the next 90 days, we quote H-series or B300 inventory at partner rates: one quote, 24h turnaround.
When to Choose the H200
The H200 suits scenarios that require 141 GB HBM3e memory and 4800 GB/s bandwidth for handling extensive data sets. FP16 dense performance of 989 TFLOPS enables efficient execution of large scale computations where the 700W TDP is acceptable.
When to Choose the RTX 4080
The RTX 4080 suits scenarios that require 16 GB GDDR6X memory and 320W TDP for compact deployments. FP32 performance of 48.7 TFLOPS supports moderate workloads where lower power consumption takes priority over peak throughput.
Use Cases
The H200 supplies 141 GB memory and 989 TFLOPS FP16 dense performance to manage extensive training loads.
The H200 delivers 1979 TFLOPS FP8 dense performance and 4800 GB/s bandwidth for rapid inference throughput.
The H200 offers 141 GB memory capacity to accommodate fine tuning of models that exceed 16 GB limits.
The RTX 4080 provides 48.7 TFLOPS FP32 performance at 320W TDP for efficient image generation tasks.
The H200 supplies 67 TFLOPS FP32 performance and 4800 GB/s bandwidth for demanding numerical simulations.
Frequently Asked Questions
How does FP16 dense performance compare between the H200 and RTX 4080?▾
The H200 achieves 989 TFLOPS FP16 dense while the RTX 4080 achieves 97.5 TFLOPS FP16 dense. This difference affects training and inference speeds for compatible workloads.
What memory configurations distinguish the H200 from the RTX 4080?▾
The H200 contains 141 GB HBM3e memory with 4800 GB/s bandwidth. The RTX 4080 contains 16 GB GDDR6X memory with 717 GB/s bandwidth.
Which GPU handles larger batch sizes during operations?▾
The H200 supports larger batch sizes through its 4800 GB/s memory bandwidth and 141 GB capacity. The RTX 4080 bandwidth of 717 GB/s limits batch sizes relative to the H200.
How do the TDP values differ for the H200 and RTX 4080?▾
The H200 operates at 700W TDP while the RTX 4080 operates at 320W TDP. Power requirements therefore vary substantially between the two GPUs.
What FP32 performance do the H200 and RTX 4080 provide?▾
The H200 provides 67 TFLOPS FP32 performance. The RTX 4080 provides 48.7 TFLOPS FP32 performance.
Which is cheaper to rent, the H200 or the RTX 4080?▾
Cloud rental prices for both the H200 and RTX 4080 vary by provider, configuration, and availability. This page shows live pricing from 25+ providers updated every 60 seconds. Scroll to the Live Cloud Pricing section to compare current rates.
How much VRAM does the H200 have compared to the RTX 4080?▾
The H200 has 141 GB of HBM3e memory. The RTX 4080 has 16 GB of GDDR6X memory.
Can I find H200 and RTX 4080 GPUs available to rent right now?▾
Yes. This page shows real-time availability across 25+ cloud GPU providers. The Live Cloud Pricing section displays only in-stock offers with current pricing.
What is the main difference between the H200 and the RTX 4080?▾
The H200 uses the Hopper architecture (2024) while the RTX 4080 uses Ada Lovelace (2022). The H200 delivers 10.1x the dense FP16 throughput (989 vs 97.5 TFLOPS, both without sparsity) and 6.7x the memory bandwidth of the RTX 4080.
Rent these GPUs
Each GPU page lists every current on-demand offer by provider, per GPU-hour, updated every minute.
Related comparisons
How this page is made
- Specifications come from the NVIDIA, AMD and Intel datasheets for the H200 and the RTX 4080. Dense and sparse throughput are listed separately.
- Prices and availability are live: every offer shown is an in-stock, on-demand listing from a provider we track, rechecked every minute.
- The written comparison (overview, performance notes, when to choose each card, verdict, use cases and FAQ) was drafted with an AI model from the specification table above and passed an automated check that rejects any figure not in that table. It was last generated on . It contains no prices; those are always read live.
- Read how we collect the data, or report an error on this page.
Next steps
- Rent H200Every current offer by provider, daily price history and a price alert.
- Rent RTX 4080Every current offer by provider, daily price history and a price alert.
- GPU price indexHow on-demand prices for the major GPUs have moved, updated daily.
- All GPUsEvery GPU we track, with current lows and provider counts.