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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 MI325X	NVIDIA RTX PRO 6000 Blackwell Workstation Edition	Etched Sohu
Architecture	CDNA 3.5	Blackwell	Transformer ASIC
Form Factor	OAM	PCIe	PCIe
VRAM	256 GB	96 GB	144 GB
Memory Bandwidth	6,000 GB/s	1,792 GB/s	4,800 GB/s
TFLOPs (FP32)	175	125	10,000
TFLOPs (FP16)	1,400	250	—
TFLOPs	1,400	250	10,000
TFLOPs (FP8)	2,800	—	—
TDP	800 W	600 W	700 W
Launch Date	Oct 2024	Mar 2025	Jun 2024

Efficiency Metrics

Metric	MI325X	RTX PRO 6000 Blackwell Workstation Edition	Sohu
TFLOPs per Watt (FP32-eq)	0.88	0.21	14.29
Memory Bandwidth per GB	23.4 GB/s	18.7 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 MI325X

NVIDIA RTX PRO 6000 Blackwell Workstation Edition

Compute (FP32-eq)

5.60x

Need 5.60x RTX PRO 6000 Blackwell Workstation Edition

FP32 Compute

1.40x

Need 1.40x RTX PRO 6000 Blackwell Workstation Edition

VRAM

2.67x

Need 2.67x RTX PRO 6000 Blackwell Workstation Edition

Memory Bandwidth

3.35x

Need 3.35x RTX PRO 6000 Blackwell Workstation Edition

Etched Sohu

Compute (FP32-eq)

0.07x

Sohu is 14.29x faster

FP32 Compute

0.02x

Sohu is 57.14x faster

VRAM

1.78x

Need 1.78x Sohu

Memory Bandwidth

1.25x

Need 1.25x Sohu

To match 1x NVIDIA RTX PRO 6000 Blackwell Workstation Edition

AMD MI325X

Compute (FP32-eq)

0.18x

MI325X is 5.60x faster

FP32 Compute

0.71x

MI325X is 1.40x faster

VRAM

0.38x

MI325X has 2.67x more

Memory Bandwidth

0.30x

MI325X has 3.35x more

Etched Sohu

Compute (FP32-eq)

0.01x

Sohu is 80.00x faster

FP32 Compute

0.01x

Sohu is 80.00x faster

VRAM

0.67x

Sohu has 1.50x more

Memory Bandwidth

0.37x

Sohu has 2.68x more

To match 1x Etched Sohu

AMD MI325X

Compute (FP32-eq)

14.29x

Need 14.29x MI325X

FP32 Compute

57.14x

Need 57.14x MI325X

VRAM

0.56x

MI325X has 1.78x more

Memory Bandwidth

0.80x

MI325X has 1.25x more

NVIDIA RTX PRO 6000 Blackwell Workstation Edition

Compute (FP32-eq)

80.00x

Need 80.00x RTX PRO 6000 Blackwell Workstation Edition

FP32 Compute

80.00x

Need 80.00x RTX PRO 6000 Blackwell Workstation Edition

VRAM

1.50x

Need 1.50x RTX PRO 6000 Blackwell Workstation Edition

Memory Bandwidth

2.68x

Need 2.68x RTX PRO 6000 Blackwell Workstation Edition

Pricing

Price Type	MI325X	RTX PRO 6000 Blackwell Workstation Edition	Sohu
CAPEX (Street Price)	$45,000	—	—
OPEX (per hour)	—	—	—
Price per TFLOPs (FP32-eq)	$64	—	—