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GPU comparison · Blackwell vs Blackwell

NVIDIA RTX PRO 6000 vs RTX 5090.

Both are Blackwell with GDDR7. The RTX PRO 6000 Server Edition has three times the memory (96 GB with ECC), multi-instance GPU and servers of up to 8 cards; the GeForce RTX 5090 has 32 GB, slightly more bandwidth and costs about a third as much. Per GB of memory they cost about the same.

  • 96 vs 32 GBGPU memory
  • 1.6 vs 1.79 TB/smemory bandwidth
  • $959 vs $329per GPU, per month

RTX PRO 6000 vs RTX 5090: which one to rent.

Choose the RTX PRO 6000 if

  • You need 96 GB on one card: 70B-class models in FP8 without splitting them.
  • You run long services where ECC memory matters, or want to split a card with MIG.
  • You need up to 8 cards in one server (768 GB).

NVIDIA RTX PRO 6000 servers from $959/mo

Choose the RTX 5090 if

  • Your models fit in 32 GB: image and video generation, 7B–30B LLMs quantized.
  • You want the lowest price per card: $329 against $959 a month.
  • You scale out with parallel workers, up to 4 cards per server.

NVIDIA RTX 5090 servers from $329/mo

RTX PRO 6000 vs RTX 5090 specs, side by side.

Figures from NVIDIA’s published specifications, per GPU. Tensor figures are peak dense throughput.

RTX PRO 6000 vs RTX 5090 specifications
Per GPUNVIDIA RTX PRO 6000NVIDIA RTX 5090RTX 5090 / RTX PRO 6000
ArchitectureBlackwellBlackwell
Form factorServer Edition, passive PCIe cardPCIe Gen5 graphics card
GPU memory96 GB GDDR7 with ECC, 512-bit32 GB GDDR7, 512-bit0.33×
Memory bandwidth1,597 GB/s1,792 GB/s1.12×
GPU-to-GPU linkNone (PCIe 5.0 x16)None (PCIe Gen5)
FP4 tensor (dense)4.0 PFLOPS1.7 PFLOPS0.42×
FP8 tensor (dense)2,000 TFLOPS419 TFLOPS0.21×
FP16 / BF16 tensor (dense)1,000 TFLOPS209.5 TFLOPS0.21×
FP64
Max powerUp to 600 W, configurable575 W
GPUs per server1, 2, 4, 81, 2, 4
Per GPU in our servers24 vCPU · 180 GB RAM · 1.92 TB16 vCPU · 64 GB RAM · 1 TB

NVIDIA does not say whether its RTX PRO 6000 Server Edition tensor figures use sparsity. Sources: NVIDIA RTX PRO 6000 Server Edition · NVIDIA GeForce RTX 5090 · RTX Blackwell whitepaper. Full sheets: RTX PRO 6000 · RTX 5090

RTX PRO 6000 vs RTX 5090 rental price.

Our monthly prices, set 30% below the market median of public on-demand prices and paid in crypto. Hourly figures are the monthly price divided by 730 hours.

RTX PRO 6000 vs RTX 5090 rental prices
CryptGPUNVIDIA RTX PRO 6000NVIDIA RTX 5090RTX 5090 / RTX PRO 6000
Price per GPU, per month$959$3290.34×
Equivalent per GPU-hour$1.31$0.45
Per GB of GPU memory, per month$9.99$10.28Same
Per PFLOPS of dense FP8, per month$480$7851.64×
Largest server8× · $7,672/mo4× · $1,316/mo
Market median, per GPU$1,380$481
Below the median−31%−32%

Same price per GPU at every server size, no hourly metering. How we compare prices · Configure an RTX PRO 6000 server · Configure a RTX 5090 server

Which models fit on each.

Smallest server that holds each model, by precision. Rule of thumb with headroom for the KV cache, 92% of GPU memory usable.

Number of GPUs needed per model on RTX PRO 6000 vs RTX 5090
Model (total parameters)RTX PRO 6000 · FP8RTX 5090 · FP8RTX PRO 6000 · 4-bitRTX 5090 · 4-bit
Qwen3.5-9B
Gemma 4 31B
Llama 3.3 70B
gpt-oss-120b
DeepSeek-V4-Flash
Qwen3.5-397B-A17B
DeepSeek-R1 (671B)
Kimi K2.6 (1T)

FP8 ≈ 1.2 bytes and 4-bit ≈ 0.65 bytes per parameter. — = larger than the biggest server of that GPU. Size another model · How much VRAM does an LLM need?

RTX PRO 6000 vs RTX 5090 FAQ.

More on each GPU: NVIDIA RTX PRO 6000 · NVIDIA RTX 5090.

Is the RTX PRO 6000 faster than the RTX 5090?

Not per GB/s: the 5090 has 1.8 TB/s against 1.6 TB/s. The RTX PRO 6000 wins on capacity (96 GB against 32 GB), ECC and multi-card servers, which decide what you can run on one card.

Which is cheaper per GB of GPU memory?

About the same: $9.99 per GB per month on the RTX PRO 6000, $10.28 on the RTX 5090.

Can the RTX 5090 run in a data center?

We rent it in dedicated servers of 1, 2 or 4 cards. It has no ECC and no MIG; for services that need them, the RTX PRO 6000 is the data-center card.

Rent the RTX PRO 6000 or the RTX 5090.

Dedicated servers with 1 to 8 GPUs, one monthly price, paid in crypto. Online in under 10 minutes, no KYC.

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