Compare XPUs

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

Select XPUs to Compare

Showing 72 XPUs4 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

Meta

MTIA v1

Microsoft

Maia 100

700 TFLOPs

Moore Threads

MTT S80

NVIDIA

A10

125 TFLOPs

NVIDIA

A100 SXM

312 TFLOPs

NVIDIA

A40

150 TFLOPs

NVIDIA

B200

2,250 TFLOPs

NVIDIA

GB200 NVL72

360,000 TFLOPs

NVIDIA

GB200 Superchip

5,000 TFLOPs

NVIDIA

GeForce RTX 4060 Ti

44.2 TFLOPs

NVIDIA

GeForce RTX 4070

58.2 TFLOPs

NVIDIA

GeForce RTX 4070 Super

71 TFLOPs

NVIDIA

GeForce RTX 4070 Ti

80.2 TFLOPs

NVIDIA

GeForce RTX 4070 Ti Super

88.2 TFLOPs

NVIDIA

GeForce RTX 4080

97.5 TFLOPs

NVIDIA

GeForce RTX 4080 Super

104.4 TFLOPs

NVIDIA

GeForce RTX 4090

165.2 TFLOPs

NVIDIA

GeForce RTX 5070

61.6 TFLOPs

NVIDIA

GeForce RTX 5070 Ti

88 TFLOPs

NVIDIA

GeForce RTX 5080

112.6 TFLOPs

NVIDIA

GeForce RTX 5090

209.5 TFLOPs

NVIDIA

H100 PCIe

1,513 TFLOPs

NVIDIA

H100 SXM

1,979 TFLOPs

NVIDIA

H200 PCIe

1,513 TFLOPs

NVIDIA

H200 SXM

1,979 TFLOPs

NVIDIA

L4

121 TFLOPs

NVIDIA

L40S

733 TFLOPs

NVIDIA

RTX 4000 Ada Generation

53.4 TFLOPs

NVIDIA

RTX 5000 Ada Generation

130.6 TFLOPs

NVIDIA

RTX 6000 Ada Generation

182.2 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Max-Q

125 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Server Edition

250 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Workstation Edition

250 TFLOPs

Qualcomm

Cloud AI 100

50 TFLOPs

Rebellions

ATOM

SambaNova

SN40L

Tenstorrent

Grayskull

200 TFLOPs

Tenstorrent

Wormhole

364 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

SpecificationNVIDIA H200 SXMAMD MI250XGoogle TPU v5pGoogle TPU v5e
ArchitectureHopperCDNA 2TPU v5TPU v5
Form FactorSXMOAMMezzanineMezzanine
VRAM141 GB128 GB
Memory Bandwidth4,800 GB/s3,277 GB/s
TFLOPs (FP32)6747.9
TFLOPs (FP16)1,979383
TFLOPs1,979383459197
TFLOPs (FP8)3,958
TDP700 W560 W400 W250 W
Launch DateNov 2023Nov 2021Aug 2023Aug 2023

Efficiency Metrics

MetricH200 SXMMI250XTPU v5pTPU v5e
TFLOPs per Watt (FP32-eq)1.410.340.570.39
Memory Bandwidth per GB34.0 GB/s25.6 GB/s

Performance Equivalence

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

To match 1x NVIDIA H200 SXM

AMD MI250X
Compute (FP32-eq)
5.17x
Need 5.17x MI250X
FP32 Compute
1.40x
Need 1.40x MI250X
VRAM
1.10x
Need 1.10x MI250X
Memory Bandwidth
1.46x
Need 1.46x MI250X
Google TPU v5p
Compute (FP32-eq)
4.31x
Need 4.31x TPU v5p
Google TPU v5e
Compute (FP32-eq)
10.05x
Need 10.05x TPU v5e

To match 1x AMD MI250X

NVIDIA H200 SXM
Compute (FP32-eq)
0.19x
H200 SXM is 5.17x faster
FP32 Compute
0.71x
H200 SXM is 1.40x faster
VRAM
0.91x
H200 SXM has 1.10x more
Memory Bandwidth
0.68x
H200 SXM has 1.46x more
Google TPU v5p
Compute (FP32-eq)
0.83x
TPU v5p is 1.20x faster
Google TPU v5e
Compute (FP32-eq)
1.94x
Need 1.94x TPU v5e

To match 1x Google TPU v5p

NVIDIA H200 SXM
Compute (FP32-eq)
0.23x
H200 SXM is 4.31x faster
AMD MI250X
Compute (FP32-eq)
1.20x
Need 1.20x MI250X
Google TPU v5e
Compute (FP32-eq)
2.33x
Need 2.33x TPU v5e

To match 1x Google TPU v5e

NVIDIA H200 SXM
Compute (FP32-eq)
0.10x
H200 SXM is 10.05x faster
AMD MI250X
Compute (FP32-eq)
0.51x
MI250X is 1.94x faster
Google TPU v5p
Compute (FP32-eq)
0.43x
TPU v5p is 2.33x faster

Pricing

Price TypeH200 SXMMI250XTPU v5pTPU v5e
CAPEX (Street Price)$40,000$12,000
OPEX (per hour)$2.00/hr$5.00/hr$1.80/hr
Price per TFLOPs (FP32-eq)$40$63