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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	NVIDIA A10	AMD MI325X	AMD MI350X	Graphcore IPU-M2000
Architecture	Ampere	CDNA 3.5	CDNA 4	Colossus Mk2
Form Factor	PCIe	OAM	OAM	—
VRAM	24 GB	256 GB	288 GB	3.6 GB
Memory Bandwidth	600 GB/s	6,000 GB/s	—	—
TFLOPs (FP32)	31.2	175	—	—
TFLOPs (FP16)	125	1,400	—	500
TFLOPs	125	1,400	2,100	—
TFLOPs (FP8)	—	2,800	—	—
TDP	150 W	800 W	850 W	180 W
Launch Date	Apr 2021	Oct 2024	Jun 2025	Jul 2020

Efficiency Metrics

Metric	A10	MI325X	MI350X	IPU-M2000
TFLOPs per Watt (FP32-eq)	0.42	0.88	1.24	—
Memory Bandwidth per GB	25.0 GB/s	23.4 GB/s	—	—

Performance Equivalence

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

To match 1x NVIDIA A10

AMD MI325X

Compute (FP32-eq)

0.09x

MI325X is 11.20x faster

FP32 Compute

0.18x

MI325X is 5.61x faster

VRAM

0.09x

MI325X has 10.67x more

Memory Bandwidth

0.10x

MI325X has 10.00x more

AMD MI350X

Compute (FP32-eq)

0.06x

MI350X is 16.80x faster

VRAM

0.08x

MI350X has 12.00x more

Graphcore IPU-M2000

VRAM

6.67x

Need 6.67x IPU-M2000

To match 1x AMD MI325X

NVIDIA A10

Compute (FP32-eq)

11.20x

Need 11.20x A10

FP32 Compute

5.61x

Need 5.61x A10

VRAM

10.67x

Need 10.67x A10

Memory Bandwidth

10.00x

Need 10.00x A10

AMD MI350X

Compute (FP32-eq)

0.67x

MI350X is 1.50x faster

VRAM

0.89x

MI350X has 1.13x more

Graphcore IPU-M2000

VRAM

71.11x

Need 71.11x IPU-M2000

To match 1x AMD MI350X

NVIDIA A10

Compute (FP32-eq)

16.80x

Need 16.80x A10

VRAM

12.00x

Need 12.00x A10

AMD MI325X

Compute (FP32-eq)

1.50x

Need 1.50x MI325X

VRAM

1.13x

Need 1.13x MI325X

Graphcore IPU-M2000

VRAM

80.00x

Need 80.00x IPU-M2000

To match 1x Graphcore IPU-M2000

NVIDIA A10

VRAM

0.15x

A10 has 6.67x more

AMD MI325X

VRAM

0.01x

MI325X has 71.11x more

AMD MI350X

VRAM

0.01x

MI350X has 80.00x more

Pricing

Price Type	A10	MI325X	MI350X	IPU-M2000
CAPEX (Street Price)	—	$45,000	—	—
OPEX (per hour)	—	—	—	—
Price per TFLOPs (FP32-eq)	—	$64	—	—