H100 SXM5 80GB vs A10G
Compare NVIDIA H100 SXM5 80GB and NVIDIA A10G specs, performance, and cloud pricing
H100 SXM5 80GB
80GB
From $2.20/hr
A10G
24GB
From $0.540/hr
Architecture
Hopper
vs Ampere
FP16 Gap
7.9x
H100 SXM5 80GB leads
| Specification | H100 SXM5 80GB | A10G |
|---|---|---|
| VRAM | 80 GB | 24 GB |
| VRAM Type | HBM3 | GDDR6X |
| FP16 TFLOPS | 2.0 PFLOPS | 250 TFLOPS |
| FP8 TFLOPS | 4.0 PFLOPS | N/A |
| Memory Bandwidth | 3.4 TB/s | 600 GB/s |
| TDP | 700W | 150W |
| Interconnect | NVLink 4 | PCIe Gen4 |
| Architecture | Hopper | Ampere |
Price Comparison
| Metric | H100 SXM5 80GB | A10G |
|---|---|---|
| Cheapest On-Demand | $2.20/hr | $0.540/hr |
| Cheapest Spot | $1.35/hr | $0.270/hr |
| Providers Available | 7 | 2 |
Verdict
Best for Training
NVIDIA H100 SXM5 80GB
2.0 PFLOPS FP16 with 80GB VRAM
Best Value
NVIDIA H100 SXM5 80GB
900 TFLOPS per $/hr
Best for Inference
NVIDIA H100 SXM5 80GB
4.0 PFLOPS FP8/FP16
Use-Case Recommendations
Large-Scale Training
Training LLMs and large multi-modal models
Winner
H100 SXM5 80GB
2.0 PFLOPS FP16 with 80GB HBM3 provides the best training throughput.
Inference at Scale
Deploying models in production for real-time inference
Winner
H100 SXM5 80GB
4.0 PFLOPS FP8/FP16 gives superior inference throughput.
Budget-Conscious Workloads
Getting the best performance per dollar
Winner
H100 SXM5 80GB
Starting at $2.20/hr delivers the best TFLOPS per dollar.