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GPU comparison · Blackwell vs Blackwell

NVIDIA RTX 5090 vs RTX 5080.

Two Blackwell GeForce cards with GDDR7 and FP4 tensor cores. The RTX 5090 has twice the memory (32 GB against 16 GB), about 1.9× the bandwidth and 1.9× the dense FP8 and BF16 throughput; the RTX 5080 costs $130 less per card per month. Per GB of memory the RTX 5090 is the cheaper of the two.

  • 32 vs 16 GBGPU memory
  • 1.79 vs 0.96 TB/smemory bandwidth
  • $329 vs $199per GPU, per month

RTX 5090 vs RTX 5080: which one to rent.

Choose the RTX 5090 if

  • Your model needs more than 16 GB: 32 GB holds about 24B parameters in FP8 or 45B in 4-bit per card by our sizing rule.
  • You generate video or high-resolution images in batches, where 16 GB runs out first.
  • You want the lower price per GB of GPU memory: $10.28 against $12.44 a month.

NVIDIA RTX 5090 servers from $329/mo

Choose the RTX 5080 if

  • Your model fits in 16 GB: up to about 12B parameters in FP8 or 22B in 4-bit per card by our sizing rule.
  • You want the lowest price per card: $199 against $329 a month.
  • You run many small jobs side by side: a server of four RTX 5080 costs $796 a month.

NVIDIA RTX 5080 servers from $199/mo

RTX 5090 vs RTX 5080 specs, side by side.

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

RTX 5090 vs RTX 5080 specifications
Per GPUNVIDIA RTX 5090NVIDIA RTX 5080RTX 5080 / RTX 5090
ArchitectureBlackwellBlackwell—
Form factorPCIe Gen5 graphics cardPCIe Gen5 graphics card—
GPU memory32 GB GDDR7, 512-bit16 GB GDDR7, 256-bit0.5×
Memory bandwidth1,792 GB/s960 GB/s0.54×
GPU-to-GPU linkNone (PCIe Gen5)None (PCIe Gen5)—
FP4 tensor (dense)1.7 PFLOPS0.9 PFLOPS0.54×
FP8 tensor (dense)419 TFLOPS225 TFLOPS0.54×
FP16 / BF16 tensor (dense)209.5 TFLOPS112.6 TFLOPS0.54×
FP64———
Max power575 W360 W—
GPUs per server1, 2, 41, 2, 4—
Per GPU in our servers16 vCPU · 64 GB RAM · 1 TB8 vCPU · 32 GB RAM · 0.5 TB—

Sources: NVIDIA GeForce RTX 5090 · RTX Blackwell whitepaper · NVIDIA GeForce RTX 5080 · RTX Blackwell whitepaper. Full sheets: RTX 5090 · RTX 5080

RTX 5090 vs RTX 5080 rental price.

At GPUCenter, the RTX 5090 rents for $329 and the RTX 5080 for $199 per GPU per month, 30% below the market median of public on-demand prices, paid in crypto with no KYC. Hourly figures are the monthly price divided by 730 hours.

RTX 5090 vs RTX 5080 rental prices
GPUCenterNVIDIA RTX 5090NVIDIA RTX 5080RTX 5080 / RTX 5090
Price per GPU, per month$329$1990.6×
Equivalent per GPU-hour$0.45$0.27—
Per GB of GPU memory, per month$10.28$12.441.21×
Per PFLOPS of dense FP8, per month$785$8841.13×
Largest server4× · $1,316/mo4× · $796/mo—
Market median, per GPU$481$299*—
Below the median−32%−33%—

* Indicative market reference: no provider publishes an on-demand price for this GPU yet. Same price per GPU at every server size, no hourly metering. How we compare prices · Configure an RTX 5090 server · Configure a RTX 5080 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 5090 vs RTX 5080
Model (total parameters)RTX 5090 · FP8RTX 5080 · FP8RTX 5090 · 4-bitRTX 5080 · 4-bit
Qwen3.5-9B 1× 1× 1× 1×
Gemma 4 31B 2× 4× 1× 2×
Llama 3.3 70B 4× — 2× 4×
gpt-oss-120b — — 4× —
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 5090 vs RTX 5080 FAQ.

More on each GPU: NVIDIA RTX 5090 · NVIDIA RTX 5080.

Is the RTX 5090 worth the extra cost over the RTX 5080?

For AI work, yes when your model does not fit in 16 GB or memory bandwidth limits you: the RTX 5090 has twice the memory and about 1.9× the bandwidth and dense FP8 throughput for $130 more per card per month. When everything fits in 16 GB, the RTX 5080 is the cheaper card.

Which one runs larger models?

The RTX 5090: 32 GB against 16 GB per card. In a server of four cards, that is 128 GB (about 118 GB usable) against 64 GB (about 59 GB usable).

Do both come in multi-card servers?

Yes, in servers of 1, 2 or 4 cards connected over PCIe. GeForce cards have no NVLink.

Do both support FP4?

Yes. Both are Blackwell GPUs with FP4 tensor cores as well as FP8 and BF16. The previous GeForce generation (RTX 4090) stops at FP8.

Rent the RTX 5090 or the RTX 5080.

Dedicated servers with 1 to 4 GPUs, one monthly price, paid in crypto. Online in under 10 minutes, no KYC.

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