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GPU comparison · Blackwell vs Ada Lovelace

NVIDIA RTX 5080 vs RTX 4090.

A newer Blackwell card against the older flagship. The RTX 4090 (Ada Lovelace) has 50% more memory (24 GB of GDDR6X against 16 GB of GDDR7), slightly more bandwidth and about 47% more dense FP8 and BF16 throughput. The RTX 5080 adds FP4 tensor cores and costs $70 less per card per month.

  • 16 vs 24 GBGPU memory
  • 0.96 vs 1.01 TB/smemory bandwidth
  • $199 vs $269per GPU, per month

RTX 5080 vs RTX 4090: which one to rent.

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 to run FP4 checkpoints: the RTX 5080 has FP4 tensor cores, the Ada-generation RTX 4090 does not.
  • You want the lowest price per card: $199 against $269 a month.

NVIDIA RTX 5080 servers from $199/mo

Choose the RTX 4090 if

  • Your model needs more than 16 GB: 24 GB holds about 18B parameters in FP8, or a 32B model in 4-bit (about 21 GB).
  • You want more throughput per card: about 47% more dense FP8 and BF16 tensor throughput.
  • You generate images or video at high resolution or in batches, where 8 GB more memory gives headroom.

NVIDIA RTX 4090 servers from $269/mo

RTX 5080 vs RTX 4090 specs, side by side.

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

RTX 5080 vs RTX 4090 specifications
Per GPUNVIDIA RTX 5080NVIDIA RTX 4090RTX 4090 / RTX 5080
ArchitectureBlackwellAda Lovelace, TSMC 4N—
Form factorPCIe Gen5 graphics cardPCIe Gen4 graphics card—
GPU memory16 GB GDDR7, 256-bit24 GB GDDR6X, 384-bit1.5×
Memory bandwidth960 GB/s1,008 GB/s1.05×
GPU-to-GPU linkNone (PCIe Gen5)None (PCIe Gen4)—
FP4 tensor (dense)0.9 PFLOPSNot supported—
FP8 tensor (dense)225 TFLOPS330 TFLOPS1.47×
FP16 / BF16 tensor (dense)112.6 TFLOPS165 TFLOPS1.47×
FP64———
Max power360 W450 W—
GPUs per server1, 2, 41, 2, 4—
Per GPU in our servers8 vCPU · 32 GB RAM · 0.5 TB12 vCPU · 64 GB RAM · 1 TB—

Sources: NVIDIA GeForce RTX 5080 · RTX Blackwell whitepaper · NVIDIA GeForce RTX 4090 · Ada whitepaper. Full sheets: RTX 5080 · RTX 4090

RTX 5080 vs RTX 4090 rental price.

At CryptGPU, the RTX 5080 rents for $199 and the RTX 4090 for $269 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 5080 vs RTX 4090 rental prices
CryptGPUNVIDIA RTX 5080NVIDIA RTX 4090RTX 4090 / RTX 5080
Price per GPU, per month$199$2691.35×
Equivalent per GPU-hour$0.27$0.37—
Per GB of GPU memory, per month$12.44$11.210.9×
Per PFLOPS of dense FP8, per month$884$8150.92×
Largest server4× · $796/mo4× · $1,076/mo—
Market median, per GPU$299*$387—
Below the median−33%−30%—

* 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 5080 server · Configure a RTX 4090 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 5080 vs RTX 4090
Model (total parameters)RTX 5080 · FP8RTX 4090 · FP8RTX 5080 · 4-bitRTX 4090 · 4-bit
Qwen3.5-9B 1× 1× 1× 1×
Gemma 4 31B 4× 2× 2× 1×
Llama 3.3 70B — 4× 4× 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 5080 vs RTX 4090 FAQ.

More on each GPU: NVIDIA RTX 5080 · NVIDIA RTX 4090.

Is the RTX 5080 faster than the RTX 4090?

Not for AI on paper: the RTX 4090 has about 47% more dense FP8 and BF16 throughput, 5% more memory bandwidth and 50% more memory. The RTX 5080 has FP4 tensor cores, which the 4090 lacks, and costs less.

Which one runs larger models?

The RTX 4090: 24 GB against 16 GB per card. In a server of four cards, that is 96 GB (about 88 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.

Rent the RTX 5080 or the RTX 4090.

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

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