GPU comparison

RTX 2060 vs RTX 4090

Specifications and current cloud pricing, side by side.

TuringvsAda LovelaceUpdated 33 days ago

The RTX 4090 wins for the most common use case of large model training and inference because its 82.6 TFLOPS FP32 and 165.2 TFLOPS dense FP16 exceed the RTX 2060 figures by substantial margins while providing 24 GB VRAM and 1008 GB/s bandwidth.

RTX 4090 listed from $0.89/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX 4090 at $0.89/hr on RunPod

    Deploy
  • Most providers in stock: RTX 4090 (3)

    See all offers

Specifications Compared

SpecRTX 2060RTX 4090
TDP160W450W
VRAM6-12 GB24 GB
CUDA Cores1,92016,384
FP8 (dense)Not published330.3 TFLOPS
Memory TypeGDDR6GDDR6X
ArchitectureTuringAda Lovelace
FP16 (dense)Not published165.2 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)Not published660.6 TOPS
InterconnectPCIe 3.0PCIe 4.0
Tensor Cores240512
FP32 Performance6.5 TFLOPS82.6 TFLOPS
FP64 PerformanceNot published1.3 TFLOPS
Memory Bandwidth336 GB/s1,008 GB/s
FP8 (with sparsity)Not published660.6 TFLOPS
FP16 (with sparsity)Not published330.4 TFLOPS
INT8 (with sparsity)Not published1,321.2 TOPS

Performance Analysis

The RTX 4090 FP32 rating of 82.6 TFLOPS exceeds the RTX 2060 rating of 6.5 TFLOPS by more than twelve times when both figures are treated as dense. The RTX 4090 also lists dense FP16 at 165.2 TFLOPS and FP16 with sparsity at 330.4 TFLOPS while the RTX 2060 FP16 value remains unpublished. Memory bandwidth of 1008 GB/s on the RTX 4090 versus 336 GB/s on the RTX 2060 permits larger batch sizes during training or inference workloads that move substantial tensor data. The TDP difference of 450W versus 160W further indicates that sustained dense FP16 workloads on the RTX 4090 require correspondingly higher power delivery.

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 2060

RTX 2060 is not offered on-demand by any provider we track right now. See the RTX 2060 rental page for last-seen listed prices and a price alert.

RTX 4090

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
RunPodglobal1$0.89—Deploy
Vast.aiHungary, HU1$1.33—Deploy
LeaderGPUThe Netherlands1$1.66—Deploy

3 providers in stock, 8 offers (cheapest per provider shown). All RTX 4090 offers, price history and alerts

Which GPU to watchWatch the price of

Notify me when RTX 2060 drops below a price

One email when the cheapest in-stock on-demand price per GPU-hour falls below your threshold.

QuantaCloud

Comparing providers? We broker across all of them.

Stop tab-switching between pricing pages. Tell us what you need, 16+ GPUs reserved or cluster capacity, and we return one quote at partner rates within 24 hours.

No waitlist24hr quote turnaroundInfiniBand fabric

Compare real-time pricing across 25+ providers

When to Choose the RTX 2060

The RTX 2060 suits environments constrained to 160W power limits or PCIe 3.0 interconnects where FP32 workloads remain modest. Its 6.5 TFLOPS FP32 rating supports lighter scientific computing tasks that do not require the 24 GB VRAM or 1008 GB/s bandwidth of newer cards.

When to Choose the RTX 4090

Dense FP16 at 165.2 TFLOPS or FP16 with sparsity at 330.4 TFLOPS enables larger model training and inference batches than the RTX 2060 can accommodate.

Use Cases

LLM Training
RTX 4090

The RTX 4090 supplies 165.2 TFLOPS dense FP16 and 24 GB VRAM that exceed the RTX 2060 published specifications.

LLM Inference
RTX 4090

Dense FP16 performance of 165.2 TFLOPS and 1008 GB/s bandwidth on the RTX 4090 support larger batch inference than the RTX 2060 6.5 TFLOPS FP32 rating allows.

Fine-tuning
RTX 4090

The RTX 4090 330.4 TFLOPS FP16 with sparsity and 24 GB VRAM accommodate fine-tuning workloads beyond the RTX 2060 capabilities.

Stable Diffusion
RTX 4090

Memory bandwidth of 1008 GB/s and 24 GB VRAM on the RTX 4090 enable higher resolution generation compared with the RTX 2060 336 GB/s bandwidth.

Scientific Computing
Either

The RTX 2060 6.5 TFLOPS FP32 suffices for smaller scientific tasks while the RTX 4090 82.6 TFLOPS FP32 handles larger ones.

Frequently Asked Questions

What FP32 performance does each GPU provide?▾

The RTX 2060 lists 6.5 TFLOPS FP32. The RTX 4090 lists 82.6 TFLOPS FP32.

How does memory bandwidth differ between the two GPUs?▾

The RTX 2060 provides 336 GB/s memory bandwidth. The RTX 4090 provides 1008 GB/s memory bandwidth.

Which GPU lists dense FP16 performance?▾

The RTX 4090 lists 165.2 TFLOPS dense FP16. The RTX 2060 FP16 value is not published by the vendor.

What TDP values apply to the RTX 2060 and RTX 4090?▾

The RTX 2060 TDP is 160W. The RTX 4090 TDP is 450W.

Do the GPUs share the same interconnect generation?▾

The RTX 2060 uses PCIe 3.0. The RTX 4090 uses PCIe 4.0.

Which is cheaper to rent, the RTX 2060 or the RTX 4090?▾

Cloud rental prices for both the RTX 2060 and RTX 4090 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 2060 have compared to the RTX 4090?▾

The RTX 2060 has 6 to 12 GB of GDDR6 memory. The RTX 4090 has 24 GB of GDDR6X memory.

Can I find RTX 2060 and RTX 4090 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 2060 and the RTX 4090?▾

The RTX 2060 uses the Turing architecture (2019) while the RTX 4090 uses Ada Lovelace (2022). The RTX 2060 has 6-12 GB of GDDR6 at 336 GB/s; the RTX 4090 has 24 GB of GDDR6X at 1,008 GB/s, so the RTX 4090 has 3.0x the memory bandwidth of the RTX 2060.

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 2060 and the RTX 4090. 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.

Next steps