GPU comparison

A16 vs RTX A2000

Specifications and current cloud pricing, side by side.

AmperevsAmpereUpdated 33 days ago

The RTX A2000 wins for the most common mixed precision workloads. Its 8 TFLOPS FP32 rating combined with 288 GB/s bandwidth and 70 W TDP delivers higher throughput per watt than the A16 configuration.

A16 listed from $0.06/GPU/hrRTX A2000 listed from $0.50/GPU/hr

Specifications Compared

SpecA16RTX A2000
TDP250W70W
VRAM16 GB6-12 GB
CUDA Cores1,2803,328
Memory TypeGDDR6GDDR6
ArchitectureAmpereAmpere
FP16 (dense)17.9 TFLOPSNot published
Form FactorsPCIePCIe
INT8 (dense)35.9 TOPSNot published
InterconnectPCIe 4.0PCIe 4.0
Tensor Cores40104
FP32 Performance4.5 TFLOPS8 TFLOPS
Memory Bandwidth200 GB/s288 GB/s
FP16 (with sparsity)35.9 TFLOPS63.9 TFLOPS
INT8 (with sparsity)71.8 TOPSNot published

Performance Analysis

The A16 records dense FP16 performance at 17.9 TFLOPS while the RTX A2000 publishes no dense FP16 figure. Sparse FP16 performance reaches 35.9 TFLOPS on the A16 against 63.9 TFLOPS on the RTX A2000. The RTX A2000 bandwidth of 288 GB/s exceeds the A16 bandwidth of 200 GB/s and therefore supports larger batch sizes in memory bound workloads. FP32 throughput stands at 4.5 TFLOPS for the A16 and 8 TFLOPS for the RTX A2000.

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.

A16

A16 is not offered on-demand by any provider we track right now. See the A16 rental page for last-seen listed prices and a price alert.

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 A16

The A16 suits workloads that require 16 GB of memory for large models. Its dense INT8 rating of 35.9 TOPS and sparse INT8 rating of 71.8 TOPS provide quantified integer throughput for inference tasks that fit within the 250 W TDP envelope.

When to Choose the RTX A2000

The RTX A2000 suits power constrained environments with its 70 W TDP. Its 288 GB/s bandwidth and 8 TFLOPS FP32 rating favor latency sensitive graphics and compute tasks that operate within the 6 GB to 12 GB memory range.

Use Cases

LLM Training
A16

The A16 supplies 16 GB memory for larger model states during training passes.

LLM Inference
RTX A2000

The RTX A2000 delivers 63.9 TFLOPS FP16 with sparsity at lower 70 W power draw.

Fine-tuning
A16

The A16 provides 16 GB memory capacity needed for gradient accumulation buffers.

Stable Diffusion
RTX A2000

The RTX A2000 bandwidth of 288 GB/s supports faster image generation iterations.

Scientific Computing
RTX A2000

The RTX A2000 FP32 rating of 8 TFLOPS exceeds the A16 rating of 4.5 TFLOPS.

Frequently Asked Questions

What is the FP32 performance difference between A16 and RTX A2000?▾

The A16 delivers 4.5 TFLOPS in FP32. The RTX A2000 delivers 8 TFLOPS in FP32.

What are the power ratings for the A16 and RTX A2000?▾

The A16 TDP equals 250 W. The RTX A2000 TDP equals 70 W.

Which GPU offers higher memory bandwidth?▾

The RTX A2000 provides 288 GB/s bandwidth. The A16 provides 200 GB/s bandwidth.

What sparse FP16 performance is listed for each card?▾

The A16 lists 35.9 TFLOPS FP16 with sparsity. The RTX A2000 lists 63.9 TFLOPS FP16 with sparsity.

Are both GPUs built on the same architecture?▾

Both the A16 and RTX A2000 use the Ampere architecture released in 2021. Both connect via PCIe 4.0.

Which is cheaper to rent, the A16 or the RTX A2000?▾

Cloud rental prices for both the A16 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 A16 have compared to the RTX A2000?▾

The A16 has 16 GB of GDDR6 memory. The RTX A2000 has 6 to 12 GB of GDDR6 memory.

Can I find A16 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 A16 and the RTX A2000?▾

The A16 uses the Ampere architecture (2021) while the RTX A2000 uses Ampere (2021). The A16 has 16 GB of GDDR6 at 200 GB/s; the RTX A2000 has 6-12 GB of GDDR6 at 288 GB/s, so the RTX A2000 has 1.4x the memory bandwidth of the A16.

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Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the A16 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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