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

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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 L40SNVIDIA H200 SXMNVIDIA A40Google TPU v5pAMD MI350X
ArchitectureAda LovelaceHopperAmpereTPU v5CDNA 4
Form FactorPCIeSXMPCIeMezzanineOAM
VRAM48 GB141 GB48 GB288 GB
Memory Bandwidth864 GB/s4,800 GB/s696 GB/s
TFLOPs (FP32)91.66737.4
TFLOPs (FP16)7331,979150
TFLOPs7331,9791504592,100
TFLOPs (FP8)1,4663,958
TDP350 W700 W300 W400 W850 W
Launch DateOct 2023Nov 2023Oct 2020Aug 2023Jun 2025

Efficiency Metrics

MetricL40SH200 SXMA40TPU v5pMI350X
TFLOPs per Watt (FP32-eq)1.051.410.250.571.24
Memory Bandwidth per GB18.0 GB/s34.0 GB/s14.5 GB/s

Performance Equivalence

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

To match 1x NVIDIA L40S

NVIDIA H200 SXM
Compute (FP32-eq)
0.37x
H200 SXM is 2.70x faster
FP32 Compute
1.37x
Need 1.37x H200 SXM
VRAM
0.34x
H200 SXM has 2.94x more
Memory Bandwidth
0.18x
H200 SXM has 5.56x more
NVIDIA A40
Compute (FP32-eq)
4.89x
Need 4.89x A40
FP32 Compute
2.45x
Need 2.45x A40
VRAM
1.00x
A40 has 1.00x more
Memory Bandwidth
1.24x
Need 1.24x A40
Google TPU v5p
Compute (FP32-eq)
1.60x
Need 1.60x TPU v5p
AMD MI350X
Compute (FP32-eq)
0.35x
MI350X is 2.86x faster
VRAM
0.17x
MI350X has 6.00x more

To match 1x NVIDIA H200 SXM

NVIDIA L40S
Compute (FP32-eq)
2.70x
Need 2.70x L40S
FP32 Compute
0.73x
L40S is 1.37x faster
VRAM
2.94x
Need 2.94x L40S
Memory Bandwidth
5.56x
Need 5.56x L40S
NVIDIA A40
Compute (FP32-eq)
13.19x
Need 13.19x A40
FP32 Compute
1.79x
Need 1.79x A40
VRAM
2.94x
Need 2.94x A40
Memory Bandwidth
6.90x
Need 6.90x A40
Google TPU v5p
Compute (FP32-eq)
4.31x
Need 4.31x TPU v5p
AMD MI350X
Compute (FP32-eq)
0.94x
MI350X is 1.06x faster
VRAM
0.49x
MI350X has 2.04x more

To match 1x NVIDIA A40

NVIDIA L40S
Compute (FP32-eq)
0.20x
L40S is 4.89x faster
FP32 Compute
0.41x
L40S is 2.45x faster
VRAM
1.00x
L40S has 1.00x more
Memory Bandwidth
0.81x
L40S has 1.24x more
NVIDIA H200 SXM
Compute (FP32-eq)
0.08x
H200 SXM is 13.19x faster
FP32 Compute
0.56x
H200 SXM is 1.79x faster
VRAM
0.34x
H200 SXM has 2.94x more
Memory Bandwidth
0.14x
H200 SXM has 6.90x more
Google TPU v5p
Compute (FP32-eq)
0.33x
TPU v5p is 3.06x faster
AMD MI350X
Compute (FP32-eq)
0.07x
MI350X is 14.00x faster
VRAM
0.17x
MI350X has 6.00x more

To match 1x Google TPU v5p

NVIDIA L40S
Compute (FP32-eq)
0.63x
L40S is 1.60x faster
NVIDIA H200 SXM
Compute (FP32-eq)
0.23x
H200 SXM is 4.31x faster
NVIDIA A40
Compute (FP32-eq)
3.06x
Need 3.06x A40
AMD MI350X
Compute (FP32-eq)
0.22x
MI350X is 4.58x faster

To match 1x AMD MI350X

NVIDIA L40S
Compute (FP32-eq)
2.86x
Need 2.86x L40S
VRAM
6.00x
Need 6.00x L40S
NVIDIA H200 SXM
Compute (FP32-eq)
1.06x
Need 1.06x H200 SXM
VRAM
2.04x
Need 2.04x H200 SXM
NVIDIA A40
Compute (FP32-eq)
14.00x
Need 14.00x A40
VRAM
6.00x
Need 6.00x A40
Google TPU v5p
Compute (FP32-eq)
4.58x
Need 4.58x TPU v5p

Pricing

Price TypeL40SH200 SXMA40TPU v5pMI350X
CAPEX (Street Price)$10,000$40,000
OPEX (per hour)$1.50/hr$5.00/hr
Price per TFLOPs (FP32-eq)$27$40