GPU comparison

RTX 2000 Ada vs RTX 3090

Specifications and current cloud pricing, side by side.

Ada LovelacevsAmpereUpdated 34 days ago

The RTX 3090 provides the stronger choice for the most common use case of LLM inference because its 24 GB memory capacity and 35.6 TFLOPS FP32 rating exceed the corresponding 16 GB and 12 TFLOPS values on the RTX 2000 Ada Generation GPU.

RTX 2000 Ada listed from $0.24/GPU/hrRTX 3090 listed from $0.29/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX 3090 at $0.29/hr on LeaderGPU

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  • Most providers in stock: RTX 3090 (2)

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Specifications Compared

SpecRTX 2000 AdaRTX 3090
TDP70W350W
VRAM16 GB24 GB
CUDA Cores2,81610,496
Memory TypeGDDR6GDDR6X
ArchitectureAda LovelaceAmpere
FP16 (dense)Not published71 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)Not published284 TOPS
InterconnectPCIe 4.0NVLink, PCIe 4.0
Tensor Cores88328
FP32 Performance12 TFLOPS35.6 TFLOPS
Memory Bandwidth224 GB/s936 GB/s
FP8 (with sparsity)191.9 TFLOPSNot published
FP16 (with sparsity)Not published142 TFLOPS
INT8 (with sparsity)Not published568 TOPS

Performance Analysis

The FP32 rating of 12 TFLOPS on the RTX 2000 Ada Generation GPU versus 35.6 TFLOPS on the RTX 3090 indicates lower throughput for general compute tasks on the former. Memory bandwidth of 224 GB/s on the RTX 2000 Ada Generation GPU versus 936 GB/s on the RTX 3090 limits maximum batch sizes in memory intensive operations. The RTX 3090 FP16 dense figure of 71 TFLOPS exceeds any comparable rating available for the RTX 2000 Ada Generation GPU. Sparsity labeled figures allow like for like assessment where published. The RTX 3090 FP16 performance with sparsity reaches 142 TFLOPS while the RTX 2000 Ada Generation GPU provides FP8 performance with sparsity at 191.9 TFLOPS. The TDP difference of 70W versus 350W further separates sustained operation envelopes between the two GPUs.

Current On-Demand Offers

Cheapest secure on-demand offer per provider that is reported in stock right now, per GPU per hour; multi-GPU instances show the whole-instance price alongside. Deploy opens the DeployGPU console for providers on the platform, otherwise the provider's own site. Stock is rechecked every minute.

RTX 2000 Ada

RTX 2000 Ada is not offered on-demand by any provider we track right now. See the RTX 2000 Ada rental page for last-seen listed prices and a price alert.

RTX 3090

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
LeaderGPUThe Netherlands8$0.29$2.29Deploy
Vast.aiCzechia, CZ1$0.44—Deploy

2 providers in stock, 9 offers (cheapest per provider shown). All RTX 3090 offers, price history and alerts

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When to Choose the RTX 2000 Ada

The RTX 2000 Ada Generation GPU suits environments constrained by 70W TDP and PCIe only interconnect. Its 16 GB GDDR6 memory supports moderate workloads where 224 GB/s bandwidth meets requirements without excess power draw.

When to Choose the RTX 3090

The RTX 3090 suits environments that utilize 24 GB GDDR6X memory and 936 GB/s bandwidth. Its FP32 rating of 35.6 TFLOPS and FP16 dense rating of 71 TFLOPS address larger scale training or inference demands.

Use Cases

LLM Training
RTX 3090

The RTX 3090 supplies 24 GB GDDR6X memory and 35.6 TFLOPS FP32 performance for larger model handling.

LLM Inference
RTX 3090

The RTX 3090 supplies 936 GB/s bandwidth and FP16 dense performance of 71 TFLOPS for higher throughput.

Fine-tuning
RTX 3090

The RTX 3090 supplies 24 GB memory capacity against the 16 GB on the alternative for parameter updates.

Stable Diffusion
RTX 3090

The RTX 3090 supplies 936 GB/s bandwidth and 35.6 TFLOPS FP32 performance for image generation workloads.

Scientific Computing
RTX 3090

The RTX 3090 supplies 35.6 TFLOPS FP32 performance and NVLink interconnect for parallel compute tasks.

Frequently Asked Questions

What is the memory difference between RTX 2000 Ada and RTX 3090?▾

The RTX 2000 Ada Generation GPU provides 16 GB GDDR6 memory while the RTX 3090 provides 24 GB GDDR6X memory.

How does TDP compare for RTX 2000 Ada versus RTX 3090?▾

The RTX 2000 Ada Generation GPU operates at 70W TDP while the RTX 3090 operates at 350W TDP.

Which GPU has higher FP32 performance?▾

The RTX 3090 reaches 35.6 TFLOPS in FP32 while the RTX 2000 Ada Generation GPU reaches 12 TFLOPS in FP32.

What memory bandwidth does each GPU deliver?▾

The RTX 2000 Ada Generation GPU delivers 224 GB/s while the RTX 3090 delivers 936 GB/s.

Does the RTX 2000 Ada list FP16 performance?▾

FP16 performance remains unpublished by the vendor for the RTX 2000 Ada Generation GPU.

What interconnect options exist on the RTX 3090?▾

The RTX 3090 supports NVLink in addition to PCIe 4.0 while the RTX 2000 Ada Generation GPU supports PCIe 4.0 only.

Which is cheaper to rent, the RTX 2000 Ada or the RTX 3090?▾

Cloud rental prices for both the RTX 2000 Ada and RTX 3090 vary by provider, configuration, and availability. This page shows live pricing from 25+ providers updated every 60 seconds. Scroll to the Live Cloud Pricing section to compare current rates.

How much VRAM does the RTX 2000 Ada have compared to the RTX 3090?▾

The RTX 2000 Ada has 16 GB of GDDR6 memory. The RTX 3090 has 24 GB of GDDR6X memory.

Can I find RTX 2000 Ada and RTX 3090 GPUs available to rent right now?▾

Yes. This page shows real-time availability across 25+ cloud GPU providers. The Live Cloud Pricing section displays only in-stock offers with current pricing.

What is the main difference between the RTX 2000 Ada and the RTX 3090?▾

The RTX 2000 Ada uses the Ada Lovelace architecture (2024) while the RTX 3090 uses Ampere (2020). The RTX 2000 Ada has 16 GB of GDDR6 at 224 GB/s; the RTX 3090 has 24 GB of GDDR6X at 936 GB/s, so the RTX 3090 has 4.2x the memory bandwidth of the RTX 2000 Ada.

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Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the RTX 2000 Ada and the RTX 3090. Dense and sparse throughput are listed separately.
  • Prices and availability are live: every offer shown is an in-stock, on-demand listing from a provider we track, rechecked every minute.
  • The written comparison (overview, performance notes, when to choose each card, verdict, use cases and FAQ) was drafted with an AI model from the specification table above and passed an automated check that rejects any figure not in that table. It was last generated on . It contains no prices; those are always read live.
  • Read how we collect the data, or report an error on this page.

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