GPU comparison

GTX 1080 vs H200

Specifications and current cloud pricing, side by side.

PascalvsHopperUpdated 32 days ago

The H200 emerges as the preferred choice for the most common use case of LLM training because its 141 GB VRAM and 989 TFLOPS dense FP16 surpass the GTX 1080 capabilities by wide margins.

GTX 1080 from $0.60/GPU/hrH200 from $4.47/GPU/hr

Right now, from live stock

  • Cheapest right now: GTX 1080 at $0.60/hr on LeaderGPU

    Deploy
  • Most providers in stock: H200 (6)

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Specifications Compared

SpecGTX 1080H200
TDP180W700W
VRAM8-11 GB141 GB
CUDA Cores2,56016,896
FP8 (dense)Not published1,979 TFLOPS
Memory TypeGDDR5XHBM3e
ArchitecturePascalHopper
FP16 (dense)Not published989 TFLOPS
Form FactorsPCIeSXM, NVL
INT8 (dense)Not published1,979 TOPS
InterconnectPCIe 3.0NVLink, PCIe 5.0, InfiniBand
Tensor CoresNot published528
FP32 Performance8.9 TFLOPS67 TFLOPS
FP64 PerformanceNot published34 TFLOPS
Memory Bandwidth320 GB/s4,800 GB/s
FP8 (with sparsity)Not published3,958 TFLOPS
FP16 (with sparsity)Not published1,979 TFLOPS
INT8 (with sparsity)Not published3,958 TOPS

Performance Analysis

The FP32 performance ratio shows the H200 at 67 TFLOPS exceeding the GTX 1080 at 8.9 TFLOPS by a factor of approximately 7.5. For FP16 the H200 offers 989 TFLOPS dense while the GTX 1080 has no published FP16 figure. This gap indicates that the H200 supports larger scale training and inference operations where dense FP16 computations are required. Memory bandwidth of 4800 GB/s on the H200 compared to 320 GB/s on the GTX 1080 allows for substantially larger batch sizes in memory bound workloads. The TDP of 700W on the H200 versus 180W on the GTX 1080 reflects the increased capacity for sustained high performance. Sparsity features on the H200 provide FP16 with sparsity at 1979 TFLOPS which further extends its applicability in optimized scenarios.

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.

GTX 1080

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
LeaderGPUThe Netherlands2$0.60$1.20Deploy

1 provider in stock, 1 offer. All GTX 1080 offers, price history and alerts

H200

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
DigitalOceanAtlanta 11$4.47—Deploy
Vast.aiCzechia, CZ1$4.52—Deploy
RunPodglobal1$5.29—Deploy
VERDAFIN-HEL2$5.60$11.20Deploy
LyceumEurope2$6.19$12.38Deploy

6 providers in stock, 9 offers (cheapest per provider shown). All H200 offers, price history and alerts

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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.

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When to Choose the GTX 1080

The GTX 1080 suits environments where power limits are strict at 180W and where FP32 performance of 8.9 TFLOPS meets basic requirements. Legacy systems with PCIe 3.0 interconnect benefit from its form factor compatibility.

When to Choose the H200

The H200 fits deployments needing 141 GB VRAM and 4800 GB/s bandwidth for large models. Its 67 TFLOPS FP32 and dense FP16 at 989 TFLOPS enable advanced AI processing.

Use Cases

LLM Training
H200

The H200 supplies 989 TFLOPS dense FP16 and 141 GB VRAM which exceed the GTX 1080 specifications for large model training.

LLM Inference
H200

The H200 delivers 1979 TFLOPS dense FP8 along with 4800 GB/s bandwidth to handle high throughput inference workloads.

Fine-tuning
H200

The H200 provides 1979 TOPS dense INT8 and 141 GB memory capacity that support efficient fine-tuning of sizable models.

Stable Diffusion
GTX 1080

The GTX 1080 operates at 180W TDP with 8.9 TFLOPS FP32 which aligns with lower power consumer setups for image generation.

Scientific Computing
H200

The H200 achieves 67 TFLOPS FP32 and 4800 GB/s bandwidth to accelerate compute intensive scientific simulations.

Frequently Asked Questions

What FP32 performance does the GTX 1080 provide?▾

The GTX 1080 provides 8.9 TFLOPS FP32. Its TDP is listed at 180W with 8-11 GB GDDR5X memory.

What is the dense FP16 rating for the H200?▾

The H200 rates at 989 TFLOPS dense FP16. It also lists 67 TFLOPS FP32 and a TDP of 700W.

Does the GTX 1080 publish an FP16 figure?▾

The GTX 1080 does not publish an FP16 figure. It specifies 8.9 TFLOPS FP32 and PCIe 3.0 interconnect.

What sparsity FP16 value applies to the H200?▾

The H200 applies 1979 TFLOPS with sparsity for FP16. Its dense FP8 rating reaches 1979 TFLOPS as well.

Which GPU has higher memory bandwidth?▾

The H200 has higher memory bandwidth at 4800 GB/s. The GTX 1080 lists 320 GB/s bandwidth.

Which is cheaper to rent, the GTX 1080 or the H200?▾

Cloud rental prices for both the GTX 1080 and H200 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 GTX 1080 have compared to the H200?▾

The GTX 1080 has 8 to 11 GB of GDDR5X memory. The H200 has 141 GB of HBM3e memory.

Can I find GTX 1080 and H200 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 GTX 1080 and the H200?▾

The GTX 1080 uses the Pascal architecture (2016) while the H200 uses Hopper (2024). The GTX 1080 has 8-11 GB of GDDR5X at 320 GB/s; the H200 has 141 GB of HBM3e at 4,800 GB/s, so the H200 has 15.0x the memory bandwidth of the GTX 1080.

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 GTX 1080 and the H200. 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.

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