GPU comparison

RTX 6000 Ada vs RTX A2000

Specifications and current cloud pricing, side by side.

Ada LovelacevsAmpereUpdated 34 days ago

The RTX 6000 Ada wins for the most common use case of LLM inference. Its 48 GB VRAM and 728 TFLOPS FP16 with sparsity exceed the RTX A2000 specifications by wide margins in both capacity and throughput.

RTX 6000 Ada listed from $0.78/GPU/hrRTX A2000 listed from $0.50/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX 6000 Ada at $0.78/hr on QuantaCloud

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  • Most providers in stock: RTX 6000 Ada (3)

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Specifications Compared

SpecRTX 6000 AdaRTX A2000
TDP300W70W
VRAM48 GB6-12 GB
CUDA Cores18,1763,328
FP8 (dense)728.5 TFLOPSNot published
Memory TypeGDDR6GDDR6
ArchitectureAda LovelaceAmpere
FP16 (dense)364 TFLOPSNot published
Form FactorsPCIePCIe
INT8 (dense)728.5 TOPSNot published
InterconnectPCIe 4.0PCIe 4.0
Tensor Cores568104
FP32 Performance91.1 TFLOPS8 TFLOPS
Memory Bandwidth960 GB/s288 GB/s
FP8 (with sparsity)1,457 TFLOPSNot published
FP16 (with sparsity)728 TFLOPS63.9 TFLOPS
INT8 (with sparsity)1,457 TOPSNot published

Performance Analysis

The FP16 performance with sparsity on the RTX 6000 Ada reaches 728 TFLOPS while the RTX A2000 achieves 63.9 TFLOPS with sparsity. This ratio indicates the RTX 6000 Ada delivers over 11 times the sparse FP16 throughput of the RTX A2000. FP32 throughput measures 91.1 TFLOPS on the RTX 6000 Ada against 8 TFLOPS on the RTX A2000. Such deltas allow larger batch sizes during training and inference when memory bandwidth supports the 960 GB per second on the RTX 6000 Ada versus 288 GB per second on the RTX A2000. Memory capacity of 48 GB on the RTX 6000 Ada compared to 12 GB maximum on the RTX A2000 affects the ability to handle extensive datasets without partitioning. The dense FP16 figure of 364 TFLOPS on the RTX 6000 Ada has no direct counterpart published for the RTX A2000. Power efficiency considerations arise from the 300 W TDP versus the 70 W TDP in sustained operations.

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 6000 Ada

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
QuantaCloudus-midwest-24$0.78$3.11Deploy
Massed Computeus-central-24$0.79$3.16Deploy
LeaderGPUThe Netherlands8$0.91$7.29Deploy

3 providers in stock, 14 offers (cheapest per provider shown). All RTX 6000 Ada offers, price history and alerts

RTX A2000

RTX A2000 is not offered on-demand by any provider we track right now. See the RTX A2000 rental page for last-seen listed prices and a price alert.

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When to Choose the RTX 6000 Ada

The RTX 6000 Ada suits scenarios that demand 48 GB of VRAM and 91.1 TFLOPS of FP32 performance. Workloads involving large models benefit from the 960 GB per second memory bandwidth and the 728 TFLOPS FP16 with sparsity.

When to Choose the RTX A2000

The RTX A2000 fits environments where 70 W TDP and compact form factor take priority over raw performance. Tasks that fit within 12 GB VRAM and require only 8 TFLOPS FP32 can operate efficiently on this GPU.

Use Cases

LLM Training
RTX 6000 Ada

The RTX 6000 Ada provides 48 GB VRAM and 364 TFLOPS dense FP16 compared to the limited 12 GB and 63.9 TFLOPS sparse FP16 on the RTX A2000.

LLM Inference
RTX 6000 Ada

The RTX 6000 Ada delivers 728 TFLOPS FP16 with sparsity and 960 GB per second bandwidth versus 63.9 TFLOPS and 288 GB per second on the RTX A2000.

Fine-tuning
RTX 6000 Ada

The RTX 6000 Ada supports larger models with 48 GB VRAM and 91.1 TFLOPS FP32 while the RTX A2000 caps at 12 GB and 8 TFLOPS FP32.

Stable Diffusion
RTX 6000 Ada

The RTX 6000 Ada offers 728.5 TFLOPS FP8 dense and 48 GB capacity against no published FP8 and 12 GB maximum on the RTX A2000.

Scientific Computing
Either

The RTX A2000 meets needs at 70 W TDP with 8 TFLOPS FP32 when workloads fit in 12 GB while the RTX 6000 Ada handles larger scales at 300 W TDP.

Frequently Asked Questions

What FP32 performance separates the RTX 6000 Ada from the RTX A2000?▾

The RTX 6000 Ada lists 91.1 TFLOPS FP32. The RTX A2000 lists 8 TFLOPS FP32. The ratio exceeds 11 times in favor of the RTX 6000 Ada.

Which GPU provides higher memory bandwidth for data movement?▾

The RTX 6000 Ada reaches 960 GB per second. The RTX A2000 reaches 288 GB per second. Higher bandwidth supports larger batch sizes on the RTX 6000 Ada.

How do the TDP ratings compare for power planning?▾

The RTX 6000 Ada carries a 300 W TDP. The RTX A2000 carries a 70 W TDP. Systems must account for the fourfold increase when selecting the RTX 6000 Ada.

What sparse FP16 throughput does each GPU deliver?▾

The RTX 6000 Ada reaches 728 TFLOPS FP16 with sparsity. The RTX A2000 reaches 63.9 TFLOPS FP16 with sparsity. The figures allow direct comparison of accelerated tensor operations.

Which is cheaper to rent, the RTX 6000 Ada or the RTX A2000?▾

Cloud rental prices for both the RTX 6000 Ada and RTX A2000 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 6000 Ada have compared to the RTX A2000?▾

The RTX 6000 Ada has 48 GB of GDDR6 memory. The RTX A2000 has 6 to 12 GB of GDDR6 memory.

Can I find RTX 6000 Ada and RTX A2000 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 6000 Ada and the RTX A2000?▾

The RTX 6000 Ada uses the Ada Lovelace architecture (2022) while the RTX A2000 uses Ampere (2021). The RTX 6000 Ada has 48 GB of GDDR6 at 960 GB/s; the RTX A2000 has 6-12 GB of GDDR6 at 288 GB/s, so the RTX 6000 Ada has 3.3x the memory bandwidth of the RTX A2000.

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How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the RTX 6000 Ada and the RTX A2000. 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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