Compare XPUs

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Showing 72 XPUs • 5 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

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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 L40SAMD MI250XSambaNova SN40LCambricon MLU370Qualcomm Cloud AI 100
ArchitectureAda LovelaceCDNA 2Reconfigurable Dataflow Unit (RDU)MLU CoreQualcomm AI
Form FactorPCIeOAM——PCIe
VRAM48 GB128 GB640 GB48 GB16 GB
Memory Bandwidth864 GB/s3,277 GB/s——134 GB/s
TFLOPs (FP32)91.647.9——50
TFLOPs (FP16)733383——400
TFLOPs733383—25650
TFLOPs (FP8)1,466————
TDP350 W560 W700 W300 W75 W
Launch DateOct 2023Nov 2021Jan 2024Nov 2022Sep 2020

Efficiency Metrics

MetricL40SMI250XSN40LMLU370Cloud AI 100
TFLOPs per Watt (FP32-eq)1.050.34—0.430.67
Memory Bandwidth per GB18.0 GB/s25.6 GB/s——8.4 GB/s

Performance Equivalence

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

To match 1x NVIDIA L40S

AMD MI250X
Compute (FP32-eq)
1.91x
Need 1.91x MI250X
FP32 Compute
1.91x
Need 1.91x MI250X
VRAM
0.38x
MI250X has 2.67x more
Memory Bandwidth
0.26x
MI250X has 3.79x more
SambaNova SN40L
VRAM
0.07x
SN40L has 13.33x more
Cambricon MLU370
Compute (FP32-eq)
2.86x
Need 2.86x MLU370
VRAM
1.00x
MLU370 has 1.00x more
Qualcomm Cloud AI 100
Compute (FP32-eq)
7.33x
Need 7.33x Cloud AI 100
FP32 Compute
1.83x
Need 1.83x Cloud AI 100
VRAM
3.00x
Need 3.00x Cloud AI 100
Memory Bandwidth
6.45x
Need 6.45x Cloud AI 100

To match 1x AMD MI250X

NVIDIA L40S
Compute (FP32-eq)
0.52x
L40S is 1.91x faster
FP32 Compute
0.52x
L40S is 1.91x faster
VRAM
2.67x
Need 2.67x L40S
Memory Bandwidth
3.79x
Need 3.79x L40S
SambaNova SN40L
VRAM
0.20x
SN40L has 5.00x more
Cambricon MLU370
Compute (FP32-eq)
1.50x
Need 1.50x MLU370
VRAM
2.67x
Need 2.67x MLU370
Qualcomm Cloud AI 100
Compute (FP32-eq)
3.83x
Need 3.83x Cloud AI 100
FP32 Compute
0.96x
Cloud AI 100 is 1.04x faster
VRAM
8.00x
Need 8.00x Cloud AI 100
Memory Bandwidth
24.46x
Need 24.46x Cloud AI 100

To match 1x SambaNova SN40L

NVIDIA L40S
VRAM
13.33x
Need 13.33x L40S
AMD MI250X
VRAM
5.00x
Need 5.00x MI250X
Cambricon MLU370
VRAM
13.33x
Need 13.33x MLU370
Qualcomm Cloud AI 100
VRAM
40.00x
Need 40.00x Cloud AI 100

To match 1x Cambricon MLU370

NVIDIA L40S
Compute (FP32-eq)
0.35x
L40S is 2.86x faster
VRAM
1.00x
L40S has 1.00x more
AMD MI250X
Compute (FP32-eq)
0.67x
MI250X is 1.50x faster
VRAM
0.38x
MI250X has 2.67x more
SambaNova SN40L
VRAM
0.07x
SN40L has 13.33x more
Qualcomm Cloud AI 100
Compute (FP32-eq)
2.56x
Need 2.56x Cloud AI 100
VRAM
3.00x
Need 3.00x Cloud AI 100

To match 1x Qualcomm Cloud AI 100

NVIDIA L40S
Compute (FP32-eq)
0.14x
L40S is 7.33x faster
FP32 Compute
0.55x
L40S is 1.83x faster
VRAM
0.33x
L40S has 3.00x more
Memory Bandwidth
0.16x
L40S has 6.45x more
AMD MI250X
Compute (FP32-eq)
0.26x
MI250X is 3.83x faster
FP32 Compute
1.04x
Need 1.04x MI250X
VRAM
0.13x
MI250X has 8.00x more
Memory Bandwidth
0.04x
MI250X has 24.46x more
SambaNova SN40L
VRAM
0.03x
SN40L has 40.00x more
Cambricon MLU370
Compute (FP32-eq)
0.39x
MLU370 is 2.56x faster
VRAM
0.33x
MLU370 has 3.00x more

Pricing

Price TypeL40SMI250XSN40LMLU370Cloud AI 100
CAPEX (Street Price)$10,000$12,000———
OPEX (per hour)$1.50/hr$2.00/hr———
Price per TFLOPs (FP32-eq)$27$63———