GPU comparison

RTX 3060 vs RTX 6000 Ada

Specifications and current cloud pricing, side by side.

AmperevsAda LovelaceUpdated 32 days ago

The RTX 6000 Ada wins for the most common use case of LLM inference. Its 48 GB VRAM, 91.1 TFLOPS FP32, and 960 GB/s bandwidth exceed the corresponding 8-12 GB, 12.7 TFLOPS, and 360 GB/s values on the RTX 3060 by substantial margins.

RTX 3060 from $0.27/GPU/hrRTX 6000 Ada from $0.78/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX 3060 at $0.27/hr on Vast.ai

    Deploy
  • Most providers in stock: RTX 6000 Ada (5)

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Specifications Compared

SpecRTX 3060RTX 6000 Ada
TDP170W300W
VRAM8-12 GB48 GB
CUDA Cores3,58418,176
FP8 (dense)Not published728.5 TFLOPS
Memory TypeGDDR6GDDR6
ArchitectureAmpereAda Lovelace
FP16 (dense)Not published364 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)Not published728.5 TOPS
InterconnectPCIe 4.0PCIe 4.0
Tensor Cores112568
FP32 Performance12.7 TFLOPS91.1 TFLOPS
Memory Bandwidth360 GB/s960 GB/s
FP8 (with sparsity)Not published1,457 TFLOPS
FP16 (with sparsity)Not published728 TFLOPS
INT8 (with sparsity)Not published1,457 TOPS

Performance Analysis

The FP32 rating of 91.1 TFLOPS on the RTX 6000 Ada exceeds the 12.7 TFLOPS on the RTX 3060 by a ratio of 91.1 to 12.7. This delta supports faster matrix operations during training and inference on the RTX 6000 Ada. The RTX 6000 Ada lists FP16 dense performance at 364 TFLOPS while the RTX 3060 does not publish an FP16 figure. Memory bandwidth of 960 GB/s on the RTX 6000 Ada versus 360 GB/s on the RTX 3060 permits larger batch sizes before memory capacity limits are reached. The 48 GB VRAM on the RTX 6000 Ada further extends feasible model sizes compared to the 8-12 GB on the RTX 3060.

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 3060

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Vast.aiCzechia, CZ2$0.27$0.54Deploy

1 provider in stock, 2 offers (cheapest per provider shown). All RTX 3060 offers, price history and alerts

RTX 6000 Ada

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
QuantaCloudus-midwest-18$0.78$6.21Deploy
Massed Computeus-central-22$0.79$1.58Deploy
LeaderGPUThe Netherlands8$0.91$7.29Deploy
RunPodglobal1$0.99—Deploy
VERDAFIN-HEL1$1.33—Deploy

5 providers in stock, 18 offers (cheapest per provider shown). All RTX 6000 Ada offers, price history and alerts

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When to Choose the RTX 3060

The RTX 3060 suits scenarios that require 170W TDP operation and 8-12 GB VRAM. Workloads that fit within these limits avoid the 300W TDP of the RTX 6000 Ada. PCIe form factor compatibility remains identical yet power and capacity constraints favor the RTX 3060.

When to Choose the RTX 6000 Ada

The RTX 6000 Ada fits workloads that demand 48 GB VRAM and 91.1 TFLOPS FP32. FP16 dense performance at 364 TFLOPS and FP8 dense performance at 728.5 TFLOPS enable larger scale training and inference. Memory bandwidth at 960 GB/s supports higher throughput than the 360 GB/s alternative.

Use Cases

LLM Training
RTX 6000 Ada

The 48 GB VRAM and 91.1 TFLOPS FP32 on the RTX 6000 Ada accommodate larger models than the 8-12 GB and 12.7 TFLOPS on the RTX 3060.

LLM Inference
RTX 6000 Ada

FP16 dense at 364 TFLOPS and memory bandwidth at 960 GB/s on the RTX 6000 Ada deliver higher throughput than the RTX 3060 specifications allow.

Fine-tuning
RTX 6000 Ada

The 48 GB capacity and 728.5 TOPS INT8 dense rating on the RTX 6000 Ada support fine-tuning runs that exceed the RTX 3060 limits.

Stable Diffusion
RTX 6000 Ada

VRAM of 48 GB combined with 960 GB/s bandwidth on the RTX 6000 Ada handles larger diffusion batches than the 8-12 GB and 360 GB/s on the RTX 3060.

Scientific Computing
Either

The RTX 3060 meets low power needs at 170W TDP while the RTX 6000 Ada supplies 91.1 TFLOPS FP32 when higher compute is required.

Frequently Asked Questions

How does FP32 performance compare between the two GPUs?▾

The RTX 6000 Ada delivers 91.1 TFLOPS FP32. The RTX 3060 delivers 12.7 TFLOPS FP32. This produces a ratio of 91.1 to 12.7.

Which GPU has published FP16 figures?▾

The RTX 6000 Ada publishes FP16 dense at 364 TFLOPS and FP16 with sparsity at 728 TFLOPS. The RTX 3060 does not publish FP16 performance.

How do TDP values affect deployment choices?▾

The RTX 3060 operates at 170W TDP. The RTX 6000 Ada operates at 300W TDP. Both use PCIe form factors and PCIe 4.0 interconnect.

Can the RTX 3060 handle the same batch sizes as the RTX 6000 Ada?▾

The 360 GB/s bandwidth and 8-12 GB VRAM on the RTX 3060 constrain batch sizes below those possible with 960 GB/s and 48 GB on the RTX 6000 Ada.

What INT8 performance does the RTX 6000 Ada provide?▾

The RTX 6000 Ada lists INT8 dense at 728.5 TOPS and INT8 with sparsity at 1,457 TOPS. The RTX 3060 does not publish INT8 figures.

Which is cheaper to rent, the RTX 3060 or the RTX 6000 Ada?▾

Cloud rental prices for both the RTX 3060 and RTX 6000 Ada 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 3060 have compared to the RTX 6000 Ada?▾

The RTX 3060 has 8 to 12 GB of GDDR6 memory. The RTX 6000 Ada has 48 GB of GDDR6 memory.

Can I find RTX 3060 and RTX 6000 Ada 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 3060 and the RTX 6000 Ada?▾

The RTX 3060 uses the Ampere architecture (2021) while the RTX 6000 Ada uses Ada Lovelace (2022). The RTX 3060 has 8-12 GB of GDDR6 at 360 GB/s; the RTX 6000 Ada has 48 GB of GDDR6 at 960 GB/s, so the RTX 6000 Ada has 2.7x the memory bandwidth of the RTX 3060.

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Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the RTX 3060 and the RTX 6000 Ada. 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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