GPU Comparison

Select up to 2 GPUs to analyze their pricing, performance, and specifications side-by-side.

Workstation Verdict

The RTX 5000 Ada Generation has more VRAM (32GB vs 16GB), making it better suited for large models and memory-intensive workloads. Its memory bandwidth is 157% higher (576 GB/s vs 224 GB/s), translating directly to faster inference throughput. The RTX 2000 Ada Generation is $2,105 GBP cheaper than the RTX 5000 Ada Generation.

Maximum Capacity Reached. Remove a model to add another. (2/2)

VS
NVIDIA
RTX 2000 Ada Generation
Price
£650
VRAM
16 GB GDDR6
Mem. Speed
224 GB/s
FP32 Compute
12 TFLOPS
Key Specs Advantage

Comparable or lower specs

Price
£2,755
VRAM
32 GB GDDR6
Mem. Speed
576 GB/s
FP32 Compute
65.3 TFLOPS
Key Specs Advantage
+444% FP32 (TFLOPS) (65.3 TFLOPS vs 12 TFLOPS)
+355% CUDA Cores (12,800 vs 2,816)
+157% Bandwidth (576 GB/s vs 224 GB/s)

RTX 2000 Ada Generation vs RTX 5000 Ada Generation: In-Depth Breakdown

VRAM: RTX 2000 Ada Generation vs RTX 5000 Ada Generation

The RTX 5000 Ada Generation carries 32GB of VRAM versus 16GB on the RTX 2000 Ada Generation. VRAM capacity is the primary constraint for running AI models without quantization — a 70B-parameter model in FP16 requires roughly 140GB, and even smaller models benefit from extra headroom. The 16GB advantage here means the RTX 5000 Ada Generation can run larger models natively and handle bigger batch sizes in production.

Inference Speed: Memory Bandwidth

Memory bandwidth determines how quickly data is fed to the compute units — it's the main bottleneck for autoregressive inference (token generation in LLMs). The RTX 5000 Ada Generation delivers 576 GB/s versus 224 GB/s on the RTX 2000 Ada Generation, a 157% edge. For models already loaded into VRAM, token generation speed scales closely with this number: the RTX 5000 Ada Generation will produce tokens proportionally faster in bandwidth-bound workloads.

AI Training & Compute

For model training, scientific simulation, and rendering, FP32 throughput is the key metric. The RTX 5000 Ada Generation delivers 65.3 TFLOPS against 12 TFLOPS for the RTX 2000 Ada Generation — a 444% compute advantage. Training runs and heavy matrix operations will complete proportionally faster on the RTX 5000 Ada Generation.

Price & Value

The RTX 2000 Ada Generation lists from $650 GBP, $2,105 GBP less than the RTX 5000 Ada Generation at $2,755 GBP. For budget-constrained teams, the savings may outweigh the spec gap — especially if the smaller card covers your typical workload.

Which should you buy: RTX 2000 Ada Generation or RTX 5000 Ada Generation?

Choose the RTX 5000 Ada Generation for maximum capacity — it leads on VRAM, bandwidth, and compute, making it the better fit for large models and training jobs. The RTX 2000 Ada Generation is the more budget-friendly option ($2,105 GBP less) — a solid choice if your models fit within its 16GB and inference volume is moderate.

Frequently Asked Questions

Can the RTX 2000 Ada Generation or RTX 5000 Ada Generation run large language models?

Both can, but the RTX 5000 Ada Generation (32GB) handles larger models without quantization. The RTX 2000 Ada Generation (16GB) works well for smaller or heavily quantized models.

Which is faster for LLM inference, the RTX 2000 Ada Generation or the RTX 5000 Ada Generation?

The RTX 5000 Ada Generation is faster for token generation — its 576 GB/s memory bandwidth vs 224 GB/s on the RTX 2000 Ada Generation is the primary driver of inference throughput in autoregressive models.

Which is better for AI training?

The RTX 5000 Ada Generation has the advantage at 65.3 TFLOPS vs 12 TFLOPS, making training runs proportionally faster than on the RTX 2000 Ada Generation.

Technical Specifications Comparison

Architecture & Cores

SpecificationRTX 2000 Ada GenerationRTX 5000 Ada Generation
ArchitectureAda LovelaceAda Lovelace
CUDA Cores (CUDA Cores / CUDA Cores)2,81612,800

Memory

SpecificationRTX 2000 Ada GenerationRTX 5000 Ada Generation
VRAM Capacity16 GB32 GB
Memory TypeGDDR6GDDR6
Memory Bus128-bit256-bit
Bandwidth224 GB/s576 GB/s

Connectivity & Power

SpecificationRTX 2000 Ada GenerationRTX 5000 Ada Generation
InterfacePCIe 4.0 x8PCIe 4.0 x16
TDP70 W250 W
ReleasedMar 2023Nov 2022

Workstation

SpecificationRTX 2000 Ada GenerationRTX 5000 Ada Generation
FP32 (TFLOPS)12 TFLOPS65.3 TFLOPS
ECCYesYes
NVLinkNoNo
Form factorlow-profiledual-slot