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Showing 128 XPUs • 4 selected

Alibaba

Hanguang 800

AMD

MI100

23.1 TFLOPs

AMD

MI210

181 TFLOPs

AMD

MI250X

383 TFLOPs

AMD

MI300X

1,307 TFLOPs

AMD

MI325X

1,400 TFLOPs

AMD

MI350X

2,100 TFLOPs

AMD

MI355X

5,300 TFLOPs

AMD

Radeon Pro V520

23.04 TFLOPs

AWS

Inferentia2

190 TFLOPs

AWS

Trainium

190 TFLOPs

AWS

Trainium2

680 TFLOPs

Baidu

Kunlun II

Biren Technology

BR100

Cambricon

MLU370

256 TFLOPs

Cerebras

WSE-3

Enflame Technology

CloudBlazer T20

FuriosaAI

RNGD (Renegade)

256 TFLOPs

FuriosaAI

Warboy

Google

TPU v4

275 TFLOPs

Google

TPU v5e

197 TFLOPs

Google

TPU v5p

459 TFLOPs

Graphcore

Bow IPU

Graphcore

IPU-M2000

Groq

LPU Inference Engine

Huawei

Ascend 910B

Iluvatar CoreX

BI-V150

300 TFLOPs

Intel

Data Center GPU Max 1100

177 TFLOPs

Intel

Data Center GPU Max 1550

419 TFLOPs

Intel Habana

Gaudi 2

432 TFLOPs

Intel Habana

Gaudi 3

1,835 TFLOPs

Multi-Metric Comparison

Relative performance across 5 key metrics (normalized to 100 = best in comparison)

Compute Performance (BF16)

Memory Capacity

Power Consumption

Power Efficiency

Specifications

Specification	NVIDIA Quadro P4000	NVIDIA GeForce GT 710	NVIDIA RTX 5000	NVIDIA RTX A4500
Architecture	Pascal	Kepler	Turing	Ampere
Form Factor	PCIe	PCIe	PCIe	PCIe
VRAM	8 GB	2 GB	16 GB	20 GB
Memory Bandwidth	243 GB/s	14.4 GB/s	448 GB/s	640 GB/s
TFLOPs (FP32)	5.304	0.366	11.2	23.7
TFLOPs (FP16)	—	—	—	—
TFLOPs	5.304	0.366	89.2	46.6
TFLOPs (FP8)	—	—	—	—
TDP	105 W	19 W	265 W	200 W
Launch Date	Oct 2016	Mar 2014	Aug 2018	Oct 2021

Efficiency Metrics

Metric	Quadro P4000	GeForce GT 710	RTX 5000	RTX A4500
TFLOPs per Watt (FP32-eq)	0.05	0.02	0.17	0.12
Memory Bandwidth per GB	30.4 GB/s	7.2 GB/s	28.0 GB/s	32.0 GB/s

Performance Equivalence

How many units of each GPU are needed to match the performance of the others?

To match 1x NVIDIA Quadro P4000

NVIDIA GeForce GT 710

Compute (FP32-eq)

14.49x

Need 14.49x GeForce GT 710

FP32 Compute

14.49x

Need 14.49x GeForce GT 710

VRAM

4.00x

Need 4.00x GeForce GT 710

Memory Bandwidth

16.88x

Need 16.88x GeForce GT 710

NVIDIA RTX 5000

Compute (FP32-eq)

0.12x

RTX 5000 is 8.41x faster

FP32 Compute

0.47x

RTX 5000 is 2.11x faster

VRAM

0.50x

RTX 5000 has 2.00x more

Memory Bandwidth

0.54x

RTX 5000 has 1.84x more

NVIDIA RTX A4500

Compute (FP32-eq)

0.23x

RTX A4500 is 4.39x faster

FP32 Compute

0.22x

RTX A4500 is 4.47x faster

VRAM

0.40x

RTX A4500 has 2.50x more

Memory Bandwidth

0.38x

RTX A4500 has 2.63x more

To match 1x NVIDIA GeForce GT 710

NVIDIA Quadro P4000

Compute (FP32-eq)

0.07x

Quadro P4000 is 14.49x faster

FP32 Compute

0.07x

Quadro P4000 is 14.49x faster

VRAM

0.25x

Quadro P4000 has 4.00x more

Memory Bandwidth

0.06x

Quadro P4000 has 16.88x more

NVIDIA RTX 5000

Compute (FP32-eq)

0.01x

RTX 5000 is 121.86x faster

FP32 Compute

0.03x

RTX 5000 is 30.60x faster

VRAM

0.13x

RTX 5000 has 8.00x more

Memory Bandwidth

0.03x

RTX 5000 has 31.11x more

NVIDIA RTX A4500

Compute (FP32-eq)

0.02x

RTX A4500 is 63.66x faster

FP32 Compute

0.02x

RTX A4500 is 64.75x faster

VRAM

0.10x

RTX A4500 has 10.00x more

Memory Bandwidth

0.02x

RTX A4500 has 44.44x more

To match 1x NVIDIA RTX 5000

NVIDIA Quadro P4000

Compute (FP32-eq)

8.41x

Need 8.41x Quadro P4000

FP32 Compute

2.11x

Need 2.11x Quadro P4000

VRAM

2.00x

Need 2.00x Quadro P4000

Memory Bandwidth

1.84x

Need 1.84x Quadro P4000

NVIDIA GeForce GT 710

Compute (FP32-eq)

121.86x

Need 121.86x GeForce GT 710

FP32 Compute

30.60x

Need 30.60x GeForce GT 710

VRAM

8.00x

Need 8.00x GeForce GT 710

Memory Bandwidth

31.11x

Need 31.11x GeForce GT 710

NVIDIA RTX A4500

Compute (FP32-eq)

1.91x

Need 1.91x RTX A4500

FP32 Compute

0.47x

RTX A4500 is 2.12x faster

VRAM

0.80x

RTX A4500 has 1.25x more

Memory Bandwidth

0.70x

RTX A4500 has 1.43x more

To match 1x NVIDIA RTX A4500

NVIDIA Quadro P4000

Compute (FP32-eq)

4.39x

Need 4.39x Quadro P4000

FP32 Compute

4.47x

Need 4.47x Quadro P4000

VRAM

2.50x

Need 2.50x Quadro P4000

Memory Bandwidth

2.63x

Need 2.63x Quadro P4000

NVIDIA GeForce GT 710

Compute (FP32-eq)

63.66x

Need 63.66x GeForce GT 710

FP32 Compute

64.75x

Need 64.75x GeForce GT 710

VRAM

10.00x

Need 10.00x GeForce GT 710

Memory Bandwidth

44.44x

Need 44.44x GeForce GT 710

NVIDIA RTX 5000

Compute (FP32-eq)

0.52x

RTX 5000 is 1.91x faster

FP32 Compute

2.12x

Need 2.12x RTX 5000

VRAM

1.25x

Need 1.25x RTX 5000

Memory Bandwidth

1.43x

Need 1.43x RTX 5000

Pricing

Price Type	Quadro P4000	GeForce GT 710	RTX 5000	RTX A4500
CAPEX (Street Price)	—	—	—	—
OPEX (per hour)	$0.51/hr	$0.07/hr	$0.82/hr	$0.34/hr
Price per TFLOPs (FP32-eq)	—	—	—	—