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 L4AMD MI250XCerebras WSE-3Biren Technology BR100Etched Sohu
ArchitectureAda LovelaceCDNA 2Wafer Scale EngineBiren GPUTransformer ASIC
Form FactorPCIeOAMPCIe
VRAM24 GB128 GB44 GB64 GB144 GB
Memory Bandwidth300 GB/s3,277 GB/s4,800 GB/s
TFLOPs (FP32)30.347.910,000
TFLOPs (FP16)2423831,000
TFLOPs12138310,000
TFLOPs (FP8)485
TDP72 W560 W23000 W550 W700 W
Launch DateMar 2023Nov 2021Mar 2024Aug 2022Jun 2024

Efficiency Metrics

MetricL4MI250XWSE-3BR100Sohu
TFLOPs per Watt (FP32-eq)0.840.3414.29
Memory Bandwidth per GB12.5 GB/s25.6 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 L4

AMD MI250X
Compute (FP32-eq)
0.32x
MI250X is 3.17x faster
FP32 Compute
0.63x
MI250X is 1.58x faster
VRAM
0.19x
MI250X has 5.33x more
Memory Bandwidth
0.09x
MI250X has 10.92x more
Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
Biren Technology BR100
VRAM
0.38x
BR100 has 2.67x more
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 165.29x faster
FP32 Compute
0.00x
Sohu is 330.03x faster
VRAM
0.17x
Sohu has 6.00x more
Memory Bandwidth
0.06x
Sohu has 16.00x more

To match 1x AMD MI250X

NVIDIA L4
Compute (FP32-eq)
3.17x
Need 3.17x L4
FP32 Compute
1.58x
Need 1.58x L4
VRAM
5.33x
Need 5.33x L4
Memory Bandwidth
10.92x
Need 10.92x L4
Cerebras WSE-3
VRAM
2.91x
Need 2.91x WSE-3
Biren Technology BR100
VRAM
2.00x
Need 2.00x BR100
Etched Sohu
Compute (FP32-eq)
0.02x
Sohu is 52.22x faster
FP32 Compute
0.00x
Sohu is 208.77x faster
VRAM
0.89x
Sohu has 1.13x more
Memory Bandwidth
0.68x
Sohu has 1.46x more

To match 1x Cerebras WSE-3

NVIDIA L4
VRAM
1.83x
Need 1.83x L4
AMD MI250X
VRAM
0.34x
MI250X has 2.91x more
Biren Technology BR100
VRAM
0.69x
BR100 has 1.45x more
Etched Sohu
VRAM
0.31x
Sohu has 3.27x more

To match 1x Biren Technology BR100

NVIDIA L4
VRAM
2.67x
Need 2.67x L4
AMD MI250X
VRAM
0.50x
MI250X has 2.00x more
Cerebras WSE-3
VRAM
1.45x
Need 1.45x WSE-3
Etched Sohu
VRAM
0.44x
Sohu has 2.25x more

To match 1x Etched Sohu

NVIDIA L4
Compute (FP32-eq)
165.29x
Need 165.29x L4
FP32 Compute
330.03x
Need 330.03x L4
VRAM
6.00x
Need 6.00x L4
Memory Bandwidth
16.00x
Need 16.00x L4
AMD MI250X
Compute (FP32-eq)
52.22x
Need 52.22x MI250X
FP32 Compute
208.77x
Need 208.77x MI250X
VRAM
1.13x
Need 1.13x MI250X
Memory Bandwidth
1.46x
Need 1.46x MI250X
Cerebras WSE-3
VRAM
3.27x
Need 3.27x WSE-3
Biren Technology BR100
VRAM
2.25x
Need 2.25x BR100

Pricing

Price TypeL4MI250XWSE-3BR100Sohu
CAPEX (Street Price)$4,000$12,000
OPEX (per hour)$0.80/hr$2.00/hr
Price per TFLOPs (FP32-eq)$66$63