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Showing 72 XPUs • 3 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 MI210	AMD MI300X	Etched Sohu
Architecture	CDNA 2	CDNA 3	Transformer ASIC
Form Factor	PCIe	OAM	PCIe
VRAM	64 GB	192 GB	144 GB
Memory Bandwidth	1,638 GB/s	5,300 GB/s	4,800 GB/s
TFLOPs (FP32)	45.3	163	10,000
TFLOPs (FP16)	181	1,307	—
TFLOPs	181	1,307	10,000
TFLOPs (FP8)	—	2,614	—
TDP	300 W	750 W	700 W
Launch Date	Jan 2022	Dec 2023	Jun 2024

Efficiency Metrics

Metric	MI210	MI300X	Sohu
TFLOPs per Watt (FP32-eq)	0.30	0.87	14.29
Memory Bandwidth per GB	25.6 GB/s	27.6 GB/s	33.3 GB/s

Performance Equivalence

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

To match 1x AMD MI210

AMD MI300X

Compute (FP32-eq)

0.14x

MI300X is 7.22x faster

FP32 Compute

0.28x

MI300X is 3.60x faster

VRAM

0.33x

MI300X has 3.00x more

Memory Bandwidth

0.31x

MI300X has 3.24x more

Etched Sohu

Compute (FP32-eq)

0.01x

Sohu is 110.50x faster

FP32 Compute

0.00x

Sohu is 220.75x faster

VRAM

0.44x

Sohu has 2.25x more

Memory Bandwidth

0.34x

Sohu has 2.93x more

To match 1x AMD MI300X

AMD MI210

Compute (FP32-eq)

7.22x

Need 7.22x MI210

FP32 Compute

3.60x

Need 3.60x MI210

VRAM

3.00x

Need 3.00x MI210

Memory Bandwidth

3.24x

Need 3.24x MI210

Etched Sohu

Compute (FP32-eq)

0.07x

Sohu is 15.30x faster

FP32 Compute

0.02x

Sohu is 61.35x faster

VRAM

1.33x

Need 1.33x Sohu

Memory Bandwidth

1.10x

Need 1.10x Sohu

To match 1x Etched Sohu

AMD MI210

Compute (FP32-eq)

110.50x

Need 110.50x MI210

FP32 Compute

220.75x

Need 220.75x MI210

VRAM

2.25x

Need 2.25x MI210

Memory Bandwidth

2.93x

Need 2.93x MI210

AMD MI300X

Compute (FP32-eq)

15.30x

Need 15.30x MI300X

FP32 Compute

61.35x

Need 61.35x MI300X

VRAM

0.75x

MI300X has 1.33x more

Memory Bandwidth

0.91x

MI300X has 1.10x more

Pricing

Price Type	MI210	MI300X	Sohu
CAPEX (Street Price)	$6,000	$35,000	—
OPEX (per hour)	—	$10.40/hr	—
Price per TFLOPs (FP32-eq)	$66	$54	—