GPU comparison

RTX 2060 vs RTX 5000 Ada

Specifications and current cloud pricing, side by side.

TuringvsAda LovelaceUpdated 32 days ago

The RTX 5000 Ada wins for the most common use case of model training and inference because its 65.3 TFLOPS dense FP32 exceeds the 6.5 TFLOPS dense FP32 of the RTX 2060 by a factor of ten while its 32 GB VRAM and 576 GB/s bandwidth exceed the corresponding figures of the older GPU.

RTX 5000 Ada listed from $0.55/GPU/hr

Specifications Compared

SpecRTX 2060RTX 5000 Ada
TDP160W250W
VRAM6-12 GB32 GB
CUDA Cores1,92012,800
Memory TypeGDDR6GDDR6
ArchitectureTuringAda Lovelace
Form FactorsPCIePCIe
InterconnectPCIe 3.0PCIe 4.0
Tensor Cores240400
FP32 Performance6.5 TFLOPS65.3 TFLOPS
Memory Bandwidth336 GB/s576 GB/s
FP8 (with sparsity)Not published1,044.4 TFLOPS

Performance Analysis

Dense FP32 performance registers at 6.5 TFLOPS for the RTX 2060 against 65.3 TFLOPS for the RTX 5000 Ada yielding a ten times advantage for the latter in workloads that utilize this precision. This gap translates to proportionally higher throughput for training and inference operations that depend on dense FP32 calculations. Memory bandwidth at 336 GB/s versus 576 GB/s directly limits batch sizes with the higher value permitting larger batches before memory constraints appear. No FP16 figures appear in the published specifications for either GPU so comparisons stay confined to dense FP32 metrics. The RTX 5000 Ada lists 1,044.4 TFLOPS with sparsity for FP8 yet the RTX 2060 carries no equivalent sparse figure for any format.

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 5000 Ada

RTX 5000 Ada is not offered on-demand by any provider we track right now. See the RTX 5000 Ada rental page for last-seen listed prices and a price alert.

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When to Choose the RTX 2060

The RTX 2060 suits scenarios where TDP must remain at 160W and dense FP32 at 6.5 TFLOPS meets task thresholds. Its 6-12 GB VRAM and 336 GB/s bandwidth align with lighter workloads that do not require the 32 GB capacity or 576 GB/s bandwidth of newer hardware.

When to Choose the RTX 5000 Ada

The RTX 5000 Ada fits scenarios that demand 65.3 TFLOPS dense FP32 and 32 GB VRAM to handle larger models or datasets. Its 576 GB/s bandwidth and 1,044.4 TFLOPS with sparsity in FP8 support intensive operations where the 160W TDP and 6.5 TFLOPS dense FP32 of the RTX 2060 fall short.

Use Cases

LLM Training
RTX 5000 Ada

The 65.3 TFLOPS dense FP32 and 32 GB VRAM of the RTX 5000 Ada exceed the 6.5 TFLOPS dense FP32 and 6-12 GB VRAM of the RTX 2060 by substantial margins.

LLM Inference
RTX 5000 Ada

Dense FP32 at 65.3 TFLOPS combined with 576 GB/s bandwidth on the RTX 5000 Ada enables larger batch processing than the 6.5 TFLOPS and 336 GB/s on the RTX 2060.

Fine-tuning
RTX 5000 Ada

The RTX 5000 Ada supplies 32 GB VRAM and 65.3 TFLOPS dense FP32 which surpass the 6-12 GB VRAM and 6.5 TFLOPS dense FP32 of the RTX 2060 for parameter updates.

Stable Diffusion
Either

Both GPUs handle the workload with the RTX 2060 at 6.5 TFLOPS dense FP32 and 160W TDP while the RTX 5000 Ada provides higher 65.3 TFLOPS dense FP32 and 32 GB VRAM.

Scientific Computing
RTX 2060

The 160W TDP and 6.5 TFLOPS dense FP32 of the RTX 2060 suffice for many scientific tasks without the 250W TDP required by the RTX 5000 Ada.

Frequently Asked Questions

What is the dense FP32 performance of the RTX 2060 compared to the RTX 5000 Ada?▾

The RTX 2060 lists 6.5 TFLOPS dense FP32 while the RTX 5000 Ada lists 65.3 TFLOPS dense FP32 creating a ten times difference between the two GPUs.

What memory bandwidth values appear for these two GPUs?▾

Memory bandwidth measures 336 GB/s on the RTX 2060 and 576 GB/s on the RTX 5000 Ada representing a 1.71 times increase for the newer model.

Which GPU has the lower TDP value?▾

The RTX 2060 operates at 160W TDP compared to the 250W TDP of the RTX 5000 Ada resulting in lower power consumption for the older GPU.

Does the RTX 5000 Ada publish a sparse FP8 figure?▾

The RTX 5000 Ada publishes 1,044.4 TFLOPS with sparsity for FP8 while the RTX 2060 carries no published figure for FP8 in any format.

Which is cheaper to rent, the RTX 2060 or the RTX 5000 Ada?▾

Cloud rental prices for both the RTX 2060 and RTX 5000 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 2060 have compared to the RTX 5000 Ada?▾

The RTX 2060 has 6 to 12 GB of GDDR6 memory. The RTX 5000 Ada has 32 GB of GDDR6 memory.

Can I find RTX 2060 and RTX 5000 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 2060 and the RTX 5000 Ada?▾

The RTX 2060 uses the Turing architecture (2019) while the RTX 5000 Ada uses Ada Lovelace (2023). The RTX 2060 has 6-12 GB of GDDR6 at 336 GB/s; the RTX 5000 Ada has 32 GB of GDDR6 at 576 GB/s, so the RTX 5000 Ada has 1.7x 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 5000 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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