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 H200 SXMNVIDIA A40Google TPU v5eAMD MI325XCambricon MLU370
ArchitectureHopperAmpereTPU v5CDNA 3.5MLU Core
Form FactorSXMPCIeMezzanineOAM—
VRAM141 GB48 GB—256 GB48 GB
Memory Bandwidth4,800 GB/s696 GB/s—6,000 GB/s—
TFLOPs (FP32)6737.4—175—
TFLOPs (FP16)1,979150—1,400—
TFLOPs1,9791501971,400256
TFLOPs (FP8)3,958——2,800—
TDP700 W300 W250 W800 W300 W
Launch DateNov 2023Oct 2020Aug 2023Oct 2024Nov 2022

Efficiency Metrics

MetricH200 SXMA40TPU v5eMI325XMLU370
TFLOPs per Watt (FP32-eq)1.410.250.390.880.43
Memory Bandwidth per GB34.0 GB/s14.5 GB/s—23.4 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

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 v5e
Compute (FP32-eq)
10.05x
Need 10.05x TPU v5e
AMD MI325X
Compute (FP32-eq)
1.41x
Need 1.41x MI325X
FP32 Compute
0.38x
MI325X is 2.61x faster
VRAM
0.55x
MI325X has 1.82x more
Memory Bandwidth
0.80x
MI325X has 1.25x more
Cambricon MLU370
Compute (FP32-eq)
7.73x
Need 7.73x MLU370
VRAM
2.94x
Need 2.94x MLU370

To match 1x NVIDIA A40

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 v5e
Compute (FP32-eq)
0.76x
TPU v5e is 1.31x faster
AMD MI325X
Compute (FP32-eq)
0.11x
MI325X is 9.33x faster
FP32 Compute
0.21x
MI325X is 4.68x faster
VRAM
0.19x
MI325X has 5.33x more
Memory Bandwidth
0.12x
MI325X has 8.62x more
Cambricon MLU370
Compute (FP32-eq)
0.59x
MLU370 is 1.71x faster
VRAM
1.00x
MLU370 has 1.00x more

To match 1x Google TPU v5e

NVIDIA H200 SXM
Compute (FP32-eq)
0.10x
H200 SXM is 10.05x faster
NVIDIA A40
Compute (FP32-eq)
1.31x
Need 1.31x A40
AMD MI325X
Compute (FP32-eq)
0.14x
MI325X is 7.11x faster
Cambricon MLU370
Compute (FP32-eq)
0.77x
MLU370 is 1.30x faster

To match 1x AMD MI325X

NVIDIA H200 SXM
Compute (FP32-eq)
0.71x
H200 SXM is 1.41x faster
FP32 Compute
2.61x
Need 2.61x H200 SXM
VRAM
1.82x
Need 1.82x H200 SXM
Memory Bandwidth
1.25x
Need 1.25x H200 SXM
NVIDIA A40
Compute (FP32-eq)
9.33x
Need 9.33x A40
FP32 Compute
4.68x
Need 4.68x A40
VRAM
5.33x
Need 5.33x A40
Memory Bandwidth
8.62x
Need 8.62x A40
Google TPU v5e
Compute (FP32-eq)
7.11x
Need 7.11x TPU v5e
Cambricon MLU370
Compute (FP32-eq)
5.47x
Need 5.47x MLU370
VRAM
5.33x
Need 5.33x MLU370

To match 1x Cambricon MLU370

NVIDIA H200 SXM
Compute (FP32-eq)
0.13x
H200 SXM is 7.73x faster
VRAM
0.34x
H200 SXM has 2.94x more
NVIDIA A40
Compute (FP32-eq)
1.71x
Need 1.71x A40
VRAM
1.00x
A40 has 1.00x more
Google TPU v5e
Compute (FP32-eq)
1.30x
Need 1.30x TPU v5e
AMD MI325X
Compute (FP32-eq)
0.18x
MI325X is 5.47x faster
VRAM
0.19x
MI325X has 5.33x more

Pricing

Price TypeH200 SXMA40TPU v5eMI325XMLU370
CAPEX (Street Price)$40,000——$45,000—
OPEX (per hour)——$1.80/hr——
Price per TFLOPs (FP32-eq)$40——$64—