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Showing 72 XPUs • 4 selected

Alibaba

Hanguang 800

AMD

MI100

23.1 TFLOPs

AMD

MI210

181 TFLOPs

AMD

MI250X

383 TFLOPs

AMD

MI300A

980.6 TFLOPs

AMD

MI300X

1,307 TFLOPs

AMD

MI325X

1,400 TFLOPs

AMD

MI350X

2,100 TFLOPs

AMD

Radeon PRO W7900

122 TFLOPs

AMD

Radeon RX 7900 XT

104 TFLOPs

AMD

Radeon RX 7900 XTX

122 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

Etched

Sohu

10,000 TFLOPs

FuriosaAI

Warboy

Google

TPU v4

275 TFLOPs

Google

TPU v5e

197 TFLOPs

Google

TPU v5p

459 TFLOPs

Google

TPU v6e (Trillium)

918 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	AMD MI250X	AMD MI210	Graphcore IPU-M2000	NVIDIA GB200 Superchip
Architecture	CDNA 2	CDNA 2	Colossus Mk2	Blackwell
Form Factor	OAM	PCIe	—	SXM
VRAM	128 GB	64 GB	3.6 GB	384 GB
Memory Bandwidth	3,277 GB/s	1,638 GB/s	—	8,000 GB/s
TFLOPs (FP32)	47.9	45.3	—	90
TFLOPs (FP16)	383	181	500	5,000
TFLOPs	383	181	—	5,000
TFLOPs (FP8)	—	—	—	—
TDP	560 W	300 W	180 W	2700 W
Launch Date	Nov 2021	Jan 2022	Jul 2020	Mar 2024

Efficiency Metrics

Metric	MI250X	MI210	IPU-M2000	GB200 Superchip
TFLOPs per Watt (FP32-eq)	0.34	0.30	—	0.93
Memory Bandwidth per GB	25.6 GB/s	25.6 GB/s	—	20.8 GB/s

Performance Equivalence

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

To match 1x AMD MI250X

AMD MI210

Compute (FP32-eq)

2.12x

Need 2.12x MI210

FP32 Compute

1.06x

Need 1.06x MI210

VRAM

2.00x

Need 2.00x MI210

Memory Bandwidth

2.00x

Need 2.00x MI210

Graphcore IPU-M2000

VRAM

35.56x

Need 35.56x IPU-M2000

NVIDIA GB200 Superchip

Compute (FP32-eq)

0.08x

GB200 Superchip is 13.05x faster

FP32 Compute

0.53x

GB200 Superchip is 1.88x faster

VRAM

0.33x

GB200 Superchip has 3.00x more

Memory Bandwidth

0.41x

GB200 Superchip has 2.44x more

To match 1x AMD MI210

AMD MI250X

Compute (FP32-eq)

0.47x

MI250X is 2.12x faster

FP32 Compute

0.95x

MI250X is 1.06x faster

VRAM

0.50x

MI250X has 2.00x more

Memory Bandwidth

0.50x

MI250X has 2.00x more

Graphcore IPU-M2000

VRAM

17.78x

Need 17.78x IPU-M2000

NVIDIA GB200 Superchip

Compute (FP32-eq)

0.04x

GB200 Superchip is 27.62x faster

FP32 Compute

0.50x

GB200 Superchip is 1.99x faster

VRAM

0.17x

GB200 Superchip has 6.00x more

Memory Bandwidth

0.20x

GB200 Superchip has 4.88x more

To match 1x Graphcore IPU-M2000

AMD MI250X

VRAM

0.03x

MI250X has 35.56x more

AMD MI210

VRAM

0.06x

MI210 has 17.78x more

NVIDIA GB200 Superchip

VRAM

0.01x

GB200 Superchip has 106.67x more

To match 1x NVIDIA GB200 Superchip

AMD MI250X

Compute (FP32-eq)

13.05x

Need 13.05x MI250X

FP32 Compute

1.88x

Need 1.88x MI250X

VRAM

3.00x

Need 3.00x MI250X

Memory Bandwidth

2.44x

Need 2.44x MI250X

AMD MI210

Compute (FP32-eq)

27.62x

Need 27.62x MI210

FP32 Compute

1.99x

Need 1.99x MI210

VRAM

6.00x

Need 6.00x MI210

Memory Bandwidth

4.88x

Need 4.88x MI210

Graphcore IPU-M2000

VRAM

106.67x

Need 106.67x IPU-M2000

Pricing

Price Type	MI250X	MI210	IPU-M2000	GB200 Superchip
CAPEX (Street Price)	$12,000	$6,000	—	—
OPEX (per hour)	$2.00/hr	—	—	—
Price per TFLOPs (FP32-eq)	$63	$66	—	—