GPU comparison

RTX 4060 vs RTX A6000

Specifications and current cloud pricing, side by side.

Ada LovelacevsAmpereUpdated 33 days ago

The RTX A6000 wins for the most common use case of LLM training because its 48 GB VRAM and 38.7 TFLOPS FP32 exceed the RTX 4060 specifications by substantial margins that enable larger models without memory constraints.

RTX 4060 listed from $0.15/GPU/hrRTX A6000 listed from $0.44/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX A6000 at $0.44/hr on LeaderGPU

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  • Most providers in stock: RTX A6000 (6)

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Specifications Compared

SpecRTX 4060RTX A6000
TDP115W300W
VRAM8-16 GB48 GB
CUDA Cores3,07210,752
Memory TypeGDDR6GDDR6
ArchitectureAda LovelaceAmpere
FP16 (dense)Not published154.8 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)Not published309.7 TOPS
InterconnectPCIe 4.0NVLink, PCIe 4.0
Tensor Cores96336
FP32 Performance15.1 TFLOPS38.7 TFLOPS
Memory Bandwidth272 GB/s768 GB/s
FP8 (with sparsity)242 TFLOPSNot published
FP16 (with sparsity)Not published309.6 TFLOPS
INT8 (with sparsity)Not published619.4 TOPS

Performance Analysis

The RTX A6000 lists dense FP16 at 154.8 TFLOPS and the RTX 4060 does not publish a dense FP16 figure so direct dense FP16 comparison remains unavailable. Memory bandwidth of 768 GB/s on the RTX A6000 versus 272 GB/s on the RTX 4060 supports larger batch sizes during training or inference sessions that move substantial tensor data. The RTX A6000 also lists dense INT8 at 309.7 TOPS while the RTX 4060 does not publish an INT8 figure. These spec ratios show the RTX A6000 sustains higher throughput in dense tensor operations and accommodates greater data volumes per cycle.

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 4060

RTX 4060 is not offered on-demand by any provider we track right now. See the RTX 4060 rental page for last-seen listed prices and a price alert.

RTX A6000

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
LeaderGPUThe Netherlands8$0.44$3.54Deploy
QuantaCloudus-midwest-22$0.48$0.96Deploy
Massed Computeus-central-21$0.55—Deploy
RunPodglobal1$0.59—Deploy
VERDAFIN-HEL4$0.76$3.02Deploy

6 providers in stock, 51 offers (cheapest per provider shown). All RTX A6000 offers, price history and alerts

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When to Choose the RTX 4060

The RTX 4060 suits deployments where TDP must remain at 115W and PCIe interconnect suffices without NVLink. Its 8 to 16 GB GDDR6 configuration fits inference tasks that operate within those memory limits at 272 GB/s bandwidth. Lower power draw aligns with compact systems that prioritize efficiency over peak FP32 of 15.1 TFLOPS.

When to Choose the RTX A6000

The RTX A6000 fits workloads that require 48 GB GDDR6 and 768 GB/s bandwidth to handle large models or datasets. Its FP32 rating of 38.7 TFLOPS and dense FP16 rating of 154.8 TFLOPS support extended training or scientific computing sessions. NVLink interconnect provides additional scaling options beyond PCIe 4.0.

Use Cases

LLM Training
RTX A6000

The RTX A6000 provides 48 GB VRAM and 38.7 TFLOPS FP32 which exceed the RTX 4060 limits for handling full model parameters.

LLM Inference
RTX A6000

Dense FP16 at 154.8 TFLOPS and 768 GB/s bandwidth on the RTX A6000 allow sustained throughput for larger context windows than the RTX 4060 supports.

Fine-tuning
RTX A6000

48 GB GDDR6 on the RTX A6000 accommodates gradient storage and optimizer states that surpass the 8 to 16 GB capacity of the RTX 4060.

Stable Diffusion
RTX 4060

The RTX 4060 TDP of 115W and FP8 with sparsity at 242 TFLOPS deliver adequate performance for image generation within lower power envelopes.

Scientific Computing
RTX A6000

Dense FP16 at 154.8 TFLOPS and 768 GB/s memory bandwidth on the RTX A6000 process large simulation grids more effectively than the RTX 4060.

Frequently Asked Questions

How does FP32 performance compare on RTX 4060 versus RTX A6000?▾

FP32 reaches 15.1 TFLOPS on the RTX 4060 and 38.7 TFLOPS on the RTX A6000. The higher figure supports faster dense matrix computations on the RTX A6000.

Which GPU offers higher memory bandwidth?▾

The RTX A6000 lists 768 GB/s bandwidth compared to 272 GB/s on the RTX 4060. Higher bandwidth reduces data movement stalls during large tensor transfers.

Does the RTX 4060 publish FP16 performance?▾

The RTX 4060 does not publish a dense FP16 figure. The RTX A6000 lists dense FP16 at 154.8 TFLOPS for direct comparison where available.

What interconnect options exist on each card?▾

The RTX 4060 uses PCIe 4.0 while the RTX A6000 supports both NVLink and PCIe 4.0. NVLink enables multi GPU scaling beyond standard PCIe links.

How do TDP values affect deployment choices?▾

The RTX 4060 TDP is 115W and the RTX A6000 TDP is 300W. Lower TDP on the RTX 4060 reduces cooling and power infrastructure requirements.

Which is cheaper to rent, the RTX 4060 or the RTX A6000?▾

Cloud rental prices for both the RTX 4060 and RTX A6000 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 4060 have compared to the RTX A6000?▾

The RTX 4060 has 8 to 16 GB of GDDR6 memory. The RTX A6000 has 48 GB of GDDR6 memory.

Can I find RTX 4060 and RTX A6000 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 4060 and the RTX A6000?▾

The RTX 4060 uses the Ada Lovelace architecture (2023) while the RTX A6000 uses Ampere (2020). The RTX 4060 has 8-16 GB of GDDR6 at 272 GB/s; the RTX A6000 has 48 GB of GDDR6 at 768 GB/s, so the RTX A6000 has 2.8x the memory bandwidth of the RTX 4060.

Rent these GPUs

Each GPU page lists every current on-demand offer by provider, per GPU-hour, updated every minute.

Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the RTX 4060 and the RTX A6000. 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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