Mid-range Blackwell professional GPU for AI and 3D work.
Weekly median price per GPU per hour · Get the data
By provider shows one card per company, placed where its best offer ranked. By configuration lists every offer.
What you can rent comes first: in stock, then waitlist, then not reported, then out of stock. Priced offers rank ahead of quote-only, and on-demand ahead of other billing types.
Within a group, five factors set the order:
We match the provider, its country, GPU model, form factor, billing type, availability and instance name. Matching is partial and case-insensitive. Everyday words work too, so "interruptible" finds spot and "sold out" finds out of stock.
No providers match .
Heads up: A provider's own page may quote a different figure, for example on tax, region or a promotion. A monthly-only plan shows a derived hourly rate. Verify before provisioning. More on how we price.
One RTX PRO 4500 has 32 GB of VRAM. In practice, that's enough memory for roughly 41B parameters at 4-bit or 9B at 16-bit, assuming a 32K context. Below are some open-weight LLMs, with the estimated memory and GPUs each one needs.
| Model | Memory (INT4 / FP4) | RTX PRO 4500s needed | Cost /hr | Cost /mo |
|---|---|---|---|---|
Qwen3.8-27B
27B
|
18 GB
|
1
|
$0.92
|
$662
|
Gemma 4 31B
30.7B
|
22 GB
|
1
|
$0.92
|
$662
|
GPT-OSS-120B
117B · 5.1B active
|
67 GB
|
4
|
$3.68
|
$2,650
|
GLM-5.3-Flash
320B · 18B active
|
178 GB
|
8
|
$7.36
|
$5,299
|
MiniMax-M3
428B · 23B active
|
239 GB
|
9
|
–
|
–
|
DeepSeek V4.1 Flash
552B · 16B active
|
306 GB
|
11
|
–
|
–
|
Kimi K3
2.8T · 104B active
|
1,544 GB
|
54
|
–
|
–
|
Estimates based on the median on-demand rate. Memory is weights plus FP8 KV cache at 32K context per request (FP16/BF16 in the 16-bit column). GPU counts assume 90% of advertised VRAM is usable. No guarantee of runtime support, usable performance, or that a matching quantized build exists. Pricing methodology.
Nvidia RTX PRO 4500 · Per GPU
| Compute · dense | |
|---|---|
| FP4 | 808.5 TFLOPS 1,617 with sparsity |
| FP8 | 404.3 TFLOPS 808.5 with sparsity |
| FP16 / BF16 | 202.1 TFLOPS 404.3 with sparsity |
| INT8 | 404.3 TOPS 808.5 with sparsity |
| FP32 | 51 TFLOPS |
| Precision support | FP4FP8FP16BF16TF32FP32INT8 |
| Memory | |
|---|---|
| Capacity | 32 GB GDDR7 |
| Bandwidth | 896 GB/s |
| Bus width | 256-bit |
| ECC | Yes |
| Silicon | |
|---|---|
| Architecture | Blackwell |
| Process | TSMC 4N |
| Transistors | 45.6 billion |
| Shader cores | 10,496 CUDA cores |
| Matrix cores | 328 Tensor cores |
| Compute units | 82 SMs |
| Fabric and host | |
|---|---|
| Host interface | PCIe 5.0 x16 |
| Power | |
|---|---|
| Board power | 200 W |
| Cooling | Active |
As of October 29, 2026, the median on-demand price is $0.92 per GPU per hour across 5 providers.
| Billing type | Configs | Median /GPU/hr | Cheapest |
|---|---|---|---|
On-demand | 18 | $0.92 | $0.72 (in stock, Runpod) |
Reserved | 1 | On request |
The cheapest verified in-stock on-demand RTX PRO 4500 tracked by GetDeploying is $0.72 per GPU per hour from Runpod.
At 720 hours per month, one RTX PRO 4500 costs an estimated $662 at the median on-demand price. Cheapest verified in stock: $518 per month on-demand.
GetDeploying currently tracks RTX PRO 4500 configs from 5 providers. The cheapest verified in-stock on-demand configs come from GPU.ai, Runpod, Massed Compute and EmpirioLabs AI. See the full price comparison above for every provider and config.
As of October 29, 2026, the median on-demand price has risen about 21% over the past 90 days to $0.92 per GPU per hour.
One RTX PRO 4500 runs models up to roughly 41B parameters at 4-bit quantization or 9B at 16-bit, assuming a 32K context. Larger models run across multiple GPUs: the model table above shows the estimated memory and GPU count for popular open-weight LLMs.
32GB GDDR7 with Blackwell FP4 Tensor Cores. Mid-range professional GPU for AI development and rendering.
Desktop workstation form factor. Limited cloud availability. Better suited for local development than production inference or training at scale.
Nvidia RTX PRO 6000
96 GB GDDR7 · 78% more bandwidth than the RTX PRO 4500
Nvidia RTX PRO 4000
24 GB GDDR7 · 25% less bandwidth than the RTX PRO 4500
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