NVIDIA V100 32GB
Volta Architecture · 32GB HBM2 · SXM
Quick Insights
Specifications
| VRAM | 32GB HBM2 |
| Memory Bandwidth | 900 GB/s |
| FP16 TFLOPS | 31.4 |
| Tensor TFLOPS | 125.0 |
| FP32 TFLOPS | 15.7 |
| TDP | 300W |
| Form Factor | SXM |
| Architecture | Volta |
| NVLink | Yes (300GB/s) |
| Release Date | 2018-03 |
V100 Price and Rental Notes
NVIDIA V100 32GB searches have a clearer memory-size intent than generic Tesla V100 queries. This page should answer whether the 32GB variant is still useful, how to compare used prices, and when rental is safer.
V100 32GB price and memory fit
The 32GB V100 is more flexible than 16GB V100 for older training jobs, embeddings, and batch inference. Still, many modern LLM and diffusion workflows may benefit more from A100 40GB/80GB, L40S, or H100.
Used V100 32GB buying checks
Check PCIe vs SXM form factor, cooling, server compatibility, power draw, and memory health. A cheaper 32GB card can become expensive if it needs a specialized chassis or has no credible warranty path.
Rental alternative
If the project is short or experimental, compare the used-card quote with a rental budget for V100, A100, or L4 capacity. Rental keeps depreciation and failure risk off your balance sheet.
| Decision factor | Buy or rent signal | Cost check |
|---|---|---|
| 32GB VRAM ceiling | V100 32GB fits older models and some inference jobs, but larger models may need quantization or a newer GPU. | Estimate whether reduced batch size will increase runtime enough to erase the hardware discount. |
| PCIe vs SXM listing | Treat PCIe and SXM listings separately because server compatibility and cooling are very different. | Do not compare a bare SXM module with a ready-to-run PCIe card without adding host-system cost. |
| Long-term lab use | Buying can make sense for a lab that will keep the card busy and can maintain the server. | Include power, cooling, downtime, and replacement risk in the monthly equivalent cost. |
V100 cost planning checklist
- Before buying, confirm the exact V100 32GB form factor, seller warranty, memory test status, and driver compatibility with the software stack you need.
- Benchmark a representative job on rented V100 or A100 capacity if possible, then compare total job cost rather than headline used price.
- If the model barely fits in 32GB, price a larger GPU alternative as well. A higher hourly rate can still be cheaper when it avoids sharding or repeated failed runs.
Reference checks: NVIDIA Tesla V100 specifications · NVIDIA V100 installation guidance
Buy vs Rent Analysis
Buy Hardware
- One-time cost, unlimited usage
- Full control over hardware
- Electricity & cooling costs extra
- Depreciation over 2-3 years
Rent Cloud GPU
- Pay only for what you use
- No upfront investment
- Scale up/down instantly
- No maintenance required
Breakeven Point
At $0.140/hr cloud pricing, buying the hardware pays off after 17,857 hours (~744 days or 24.8 months of 24/7 usage).
| Usage | Monthly Cloud Cost | Months to Breakeven |
|---|---|---|
| 100 hrs/month | $14.00 | 179 months |
| 200 hrs/month | $28.00 | 90 months |
| 500 hrs/month | $70.00 | 36 months |
Cloud GPU Pricing
Rent NVIDIA V100 32GB from 5 cloud providers. Prices shown per GPU per hour.
| Provider | Type | Instance | GPUs | On-Demand | Per GPU | Spot | Availability |
|---|---|---|---|---|---|---|---|
| Datacrunch (Verda) | gpu-cloud | datacrunch-v100-32gb | 1x | $0.140/hr | $0.140/hr Cheapest | - | - |
| TensorDock | marketplace | tensordock-v100-32gb | 1x | $0.170/hr | $0.170/hr | - | - |
| CoreWeave | gpu-cloud | coreweave-v100-32gb | 1x | $0.800/hr | $0.800/hr | - | - |
| Paperspace | gpu-cloud | paperspace-v100-32gb | 1x | $2.30/hr | $2.30/hr | - | - |
| Google Cloud Platform | hyperscaler | gcp-v100 | 1x | $2.48/hr | $2.48/hr | $0.992/hr (-60%) | - |
V100 vs Alternatives
Compare NVIDIA V100 32GB with similar GPUs from other brands.
| GPU | VRAM | FP16 TFLOPS | Bandwidth | Hardware Price | Cloud Price | |
|---|---|---|---|---|---|---|
| V100 Current | 32GB | 31.4 | 900 GB/s | $2.5k | - | - |
| AMD Instinct MI100 AMD | 32GB (+0%) | 184.6 (+488%) | 1.2 TB/s | - | - | Compare |
| AMD Radeon RX 7900 XTX AMD | 24GB (-25%) | 122.0 (+289%) | 960 GB/s | - | - | Compare |
| AMD Radeon RX 7900 XT AMD | 20GB (-37%) | 104.0 (+231%) | 800 GB/s | - | - | Compare |
| AMD Instinct MI210 AMD | 64GB (+100%) | 181.0 (+476%) | 1.6 TB/s | - | - | Compare |
Best Use Cases
No specific use case recommendations for NVIDIA V100 32GB yet.
Browse All Use Cases →Compare V100
Alternatives
- AMD Instinct MI100 32GB · -
- AMD Radeon RX 7900 XTX 24GB · -
- AMD Radeon RX 7900 XT 20GB · -
- AMD Instinct MI210 64GB · -