Compare XPUs

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

Select XPUs to Compare

Showing 72 XPUs5 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

Maximum of 5 XPUs can be compared at once. Deselect one to add another.

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 SXMGoogle TPU v5eAWS Inferentia2AMD MI300AEtched Sohu
ArchitectureHopperTPU v5Inferentia Gen2CDNA 3Transformer ASIC
Form FactorSXMMezzanineOAMPCIe
VRAM141 GB32 GB128 GB144 GB
Memory Bandwidth4,800 GB/s5,300 GB/s4,800 GB/s
TFLOPs (FP32)67122.610,000
TFLOPs (FP16)1,979980.6
TFLOPs1,979197190980.610,000
TFLOPs (FP8)3,958
TDP700 W250 W150 W760 W700 W
Launch DateNov 2023Aug 2023Nov 2022Dec 2023Jun 2024

Efficiency Metrics

MetricH200 SXMTPU v5eInferentia2MI300ASohu
TFLOPs per Watt (FP32-eq)1.410.390.630.6514.29
Memory Bandwidth per GB34.0 GB/s41.4 GB/s33.3 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

Google TPU v5e
Compute (FP32-eq)
10.05x
Need 10.05x TPU v5e
AWS Inferentia2
Compute (FP32-eq)
10.42x
Need 10.42x Inferentia2
VRAM
4.41x
Need 4.41x Inferentia2
AMD MI300A
Compute (FP32-eq)
2.02x
Need 2.02x MI300A
FP32 Compute
0.55x
MI300A is 1.83x faster
VRAM
1.10x
Need 1.10x MI300A
Memory Bandwidth
0.91x
MI300A has 1.10x more
Etched Sohu
Compute (FP32-eq)
0.10x
Sohu is 10.11x faster
FP32 Compute
0.01x
Sohu is 149.25x faster
VRAM
0.98x
Sohu has 1.02x more
Memory Bandwidth
1.00x
Sohu has 1.00x more

To match 1x Google TPU v5e

NVIDIA H200 SXM
Compute (FP32-eq)
0.10x
H200 SXM is 10.05x faster
AWS Inferentia2
Compute (FP32-eq)
1.04x
Need 1.04x Inferentia2
AMD MI300A
Compute (FP32-eq)
0.20x
MI300A is 4.98x faster
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 101.52x faster

To match 1x AWS Inferentia2

NVIDIA H200 SXM
Compute (FP32-eq)
0.10x
H200 SXM is 10.42x faster
VRAM
0.23x
H200 SXM has 4.41x more
Google TPU v5e
Compute (FP32-eq)
0.96x
TPU v5e is 1.04x faster
AMD MI300A
Compute (FP32-eq)
0.19x
MI300A is 5.16x faster
VRAM
0.25x
MI300A has 4.00x more
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 105.26x faster
VRAM
0.22x
Sohu has 4.50x more

To match 1x AMD MI300A

NVIDIA H200 SXM
Compute (FP32-eq)
0.50x
H200 SXM is 2.02x faster
FP32 Compute
1.83x
Need 1.83x H200 SXM
VRAM
0.91x
H200 SXM has 1.10x more
Memory Bandwidth
1.10x
Need 1.10x H200 SXM
Google TPU v5e
Compute (FP32-eq)
4.98x
Need 4.98x TPU v5e
AWS Inferentia2
Compute (FP32-eq)
5.16x
Need 5.16x Inferentia2
VRAM
4.00x
Need 4.00x Inferentia2
Etched Sohu
Compute (FP32-eq)
0.05x
Sohu is 20.40x faster
FP32 Compute
0.01x
Sohu is 81.57x faster
VRAM
0.89x
Sohu has 1.13x more
Memory Bandwidth
1.10x
Need 1.10x Sohu

To match 1x Etched Sohu

NVIDIA H200 SXM
Compute (FP32-eq)
10.11x
Need 10.11x H200 SXM
FP32 Compute
149.25x
Need 149.25x H200 SXM
VRAM
1.02x
Need 1.02x H200 SXM
Memory Bandwidth
1.00x
H200 SXM has 1.00x more
Google TPU v5e
Compute (FP32-eq)
101.52x
Need 101.52x TPU v5e
AWS Inferentia2
Compute (FP32-eq)
105.26x
Need 105.26x Inferentia2
VRAM
4.50x
Need 4.50x Inferentia2
AMD MI300A
Compute (FP32-eq)
20.40x
Need 20.40x MI300A
FP32 Compute
81.57x
Need 81.57x MI300A
VRAM
1.13x
Need 1.13x MI300A
Memory Bandwidth
0.91x
MI300A has 1.10x more

Pricing

Price TypeH200 SXMTPU v5eInferentia2MI300ASohu
CAPEX (Street Price)$40,000
OPEX (per hour)$1.80/hr
Price per TFLOPs (FP32-eq)$40