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Showing 128 XPUs • 5 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	Google TPU v5p	AMD MI325X	NVIDIA GeForce RTX 4060	NVIDIA GeForce GT 710	NVIDIA A100 SXM
Architecture	TPU v5	CDNA 3.5	Ada Lovelace	Kepler	Ampere
Form Factor	Mezzanine	OAM	PCIe	PCIe	SXM
VRAM	95 GB	256 GB	8 GB	2 GB	80 GB
Memory Bandwidth	—	6,000 GB/s	272 GB/s	14.4 GB/s	2,039 GB/s
TFLOPs (FP32)	—	207	15.1	0.366	19.5
TFLOPs (FP16)	—	1,400	—	—	312
TFLOPs	459	1,400	30	0.366	312
TFLOPs (FP8)	—	2,800	—	—	—
TDP	400 W	800 W	115 W	19 W	400 W
Launch Date	Aug 2023	Oct 2024	Jun 2023	Mar 2014	May 2020

Efficiency Metrics

Metric	TPU v5p	MI325X	GeForce RTX 4060	GeForce GT 710	A100 SXM
TFLOPs per Watt (FP32-eq)	0.57	0.88	0.13	0.02	0.39
Memory Bandwidth per GB	—	23.4 GB/s	34.0 GB/s	7.2 GB/s	25.5 GB/s

Performance Equivalence

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

To match 1x Google TPU v5p

AMD MI325X

Compute (FP32-eq)

0.33x

MI325X is 3.05x faster

VRAM

0.37x

MI325X has 2.69x more

NVIDIA GeForce RTX 4060

Compute (FP32-eq)

15.30x

Need 15.30x GeForce RTX 4060

VRAM

11.88x

Need 11.88x GeForce RTX 4060

NVIDIA GeForce GT 710

Compute (FP32-eq)

627.05x

Need 627.05x GeForce GT 710

VRAM

47.50x

Need 47.50x GeForce GT 710

NVIDIA A100 SXM

Compute (FP32-eq)

1.47x

Need 1.47x A100 SXM

VRAM

1.19x

Need 1.19x A100 SXM

To match 1x AMD MI325X

Google TPU v5p

Compute (FP32-eq)

3.05x

Need 3.05x TPU v5p

VRAM

2.69x

Need 2.69x TPU v5p

NVIDIA GeForce RTX 4060

Compute (FP32-eq)

46.67x

Need 46.67x GeForce RTX 4060

FP32 Compute

13.71x

Need 13.71x GeForce RTX 4060

VRAM

32.00x

Need 32.00x GeForce RTX 4060

Memory Bandwidth

22.06x

Need 22.06x GeForce RTX 4060

NVIDIA GeForce GT 710

Compute (FP32-eq)

1912.57x

Need 1912.57x GeForce GT 710

FP32 Compute

565.57x

Need 565.57x GeForce GT 710

VRAM

128.00x

Need 128.00x GeForce GT 710

Memory Bandwidth

416.67x

Need 416.67x GeForce GT 710

NVIDIA A100 SXM

Compute (FP32-eq)

4.49x

Need 4.49x A100 SXM

FP32 Compute

10.62x

Need 10.62x A100 SXM

VRAM

3.20x

Need 3.20x A100 SXM

Memory Bandwidth

2.94x

Need 2.94x A100 SXM

To match 1x NVIDIA GeForce RTX 4060

Google TPU v5p

Compute (FP32-eq)

0.07x

TPU v5p is 15.30x faster

VRAM

0.08x

TPU v5p has 11.88x more

AMD MI325X

Compute (FP32-eq)

0.02x

MI325X is 46.67x faster

FP32 Compute

0.07x

MI325X is 13.71x faster

VRAM

0.03x

MI325X has 32.00x more

Memory Bandwidth

0.05x

MI325X has 22.06x more

NVIDIA GeForce GT 710

Compute (FP32-eq)

40.98x

Need 40.98x GeForce GT 710

FP32 Compute

41.26x

Need 41.26x GeForce GT 710

VRAM

4.00x

Need 4.00x GeForce GT 710

Memory Bandwidth

18.89x

Need 18.89x GeForce GT 710

NVIDIA A100 SXM

Compute (FP32-eq)

0.10x

A100 SXM is 10.40x faster

FP32 Compute

0.77x

A100 SXM is 1.29x faster

VRAM

0.10x

A100 SXM has 10.00x more

Memory Bandwidth

0.13x

A100 SXM has 7.50x more

To match 1x NVIDIA GeForce GT 710

Google TPU v5p

Compute (FP32-eq)

0.00x

TPU v5p is 627.05x faster

VRAM

0.02x

TPU v5p has 47.50x more

AMD MI325X

Compute (FP32-eq)

0.00x

MI325X is 1912.57x faster

FP32 Compute

0.00x

MI325X is 565.57x faster

VRAM

0.01x

MI325X has 128.00x more

Memory Bandwidth

0.00x

MI325X has 416.67x more

NVIDIA GeForce RTX 4060

Compute (FP32-eq)

0.02x

GeForce RTX 4060 is 40.98x faster

FP32 Compute

0.02x

GeForce RTX 4060 is 41.26x faster

VRAM

0.25x

GeForce RTX 4060 has 4.00x more

Memory Bandwidth

0.05x

GeForce RTX 4060 has 18.89x more

NVIDIA A100 SXM

Compute (FP32-eq)

0.00x

A100 SXM is 426.23x faster

FP32 Compute

0.02x

A100 SXM is 53.28x faster

VRAM

0.03x

A100 SXM has 40.00x more

Memory Bandwidth

0.01x

A100 SXM has 141.60x more

To match 1x NVIDIA A100 SXM

Google TPU v5p

Compute (FP32-eq)

0.68x

TPU v5p is 1.47x faster

VRAM

0.84x

TPU v5p has 1.19x more

AMD MI325X

Compute (FP32-eq)

0.22x

MI325X is 4.49x faster

FP32 Compute

0.09x

MI325X is 10.62x faster

VRAM

0.31x

MI325X has 3.20x more

Memory Bandwidth

0.34x

MI325X has 2.94x more

NVIDIA GeForce RTX 4060

Compute (FP32-eq)

10.40x

Need 10.40x GeForce RTX 4060

FP32 Compute

1.29x

Need 1.29x GeForce RTX 4060

VRAM

10.00x

Need 10.00x GeForce RTX 4060

Memory Bandwidth

7.50x

Need 7.50x GeForce RTX 4060

NVIDIA GeForce GT 710

Compute (FP32-eq)

426.23x

Need 426.23x GeForce GT 710

FP32 Compute

53.28x

Need 53.28x GeForce GT 710

VRAM

40.00x

Need 40.00x GeForce GT 710

Memory Bandwidth

141.60x

Need 141.60x GeForce GT 710

Pricing

Price Type	TPU v5p	MI325X	GeForce RTX 4060	GeForce GT 710	A100 SXM
CAPEX (Street Price)	—	$45,000	—	—	$15,000
OPEX (per hour)	$5.00/hr	$36.92/hr	$0.06/hr	$0.07/hr	$4.05/hr
Price per TFLOPs (FP32-eq)	—	$64	—	—	$96