Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Clear all (3)Jump to results

Filter by Vendor

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 MI100	NVIDIA GeForce RTX 4070	AMD Radeon PRO W7900
Architecture	CDNA	Ada Lovelace	RDNA 3
Form Factor	PCIe	PCIe	PCIe
VRAM	32 GB	12 GB	48 GB
Memory Bandwidth	1,228 GB/s	504 GB/s	864 GB/s
TFLOPs (FP32)	23.1	29.1	61
TFLOPs (FP16)	184.6	58.2	122
TFLOPs	23.1	58.2	122
TFLOPs (FP8)	—	—	—
TDP	300 W	200 W	295 W
Launch Date	Nov 2020	Apr 2023	Apr 2023

Efficiency Metrics

Metric	MI100	GeForce RTX 4070	Radeon PRO W7900
TFLOPs per Watt (FP32-eq)	0.08	0.15	0.21
Memory Bandwidth per GB	38.4 GB/s	42.0 GB/s	18.0 GB/s

Performance Equivalence

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

To match 1x AMD MI100

NVIDIA GeForce RTX 4070

Compute (FP32-eq)

0.79x

GeForce RTX 4070 is 1.26x faster

FP32 Compute

0.79x

GeForce RTX 4070 is 1.26x faster

VRAM

2.67x

Need 2.67x GeForce RTX 4070

Memory Bandwidth

2.44x

Need 2.44x GeForce RTX 4070

AMD Radeon PRO W7900

Compute (FP32-eq)

0.38x

Radeon PRO W7900 is 2.64x faster

FP32 Compute

0.38x

Radeon PRO W7900 is 2.64x faster

VRAM

0.67x

Radeon PRO W7900 has 1.50x more

Memory Bandwidth

1.42x

Need 1.42x Radeon PRO W7900

To match 1x NVIDIA GeForce RTX 4070

AMD MI100

Compute (FP32-eq)

1.26x

Need 1.26x MI100

FP32 Compute

1.26x

Need 1.26x MI100

VRAM

0.38x

MI100 has 2.67x more

Memory Bandwidth

0.41x

MI100 has 2.44x more

AMD Radeon PRO W7900

Compute (FP32-eq)

0.48x

Radeon PRO W7900 is 2.10x faster

FP32 Compute

0.48x

Radeon PRO W7900 is 2.10x faster

VRAM

0.25x

Radeon PRO W7900 has 4.00x more

Memory Bandwidth

0.58x

Radeon PRO W7900 has 1.71x more

To match 1x AMD Radeon PRO W7900

AMD MI100

Compute (FP32-eq)

2.64x

Need 2.64x MI100

FP32 Compute

2.64x

Need 2.64x MI100

VRAM

1.50x

Need 1.50x MI100

Memory Bandwidth

0.70x

MI100 has 1.42x more

NVIDIA GeForce RTX 4070

Compute (FP32-eq)

2.10x

Need 2.10x GeForce RTX 4070

FP32 Compute

2.10x

Need 2.10x GeForce RTX 4070

VRAM

4.00x

Need 4.00x GeForce RTX 4070

Memory Bandwidth

1.71x

Need 1.71x GeForce RTX 4070

Pricing

Price Type	MI100	GeForce RTX 4070	Radeon PRO W7900
CAPEX (Street Price)	—	—	—
OPEX (per hour)	—	—	—
Price per TFLOPs (FP32-eq)	—	—	—