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 A10AMD MI350XTenstorrent GrayskullAWS Trainium
ArchitectureHopperAmpereCDNA 4Tensix CoreInferentia/Trainium
Form FactorSXMPCIeOAM——
VRAM141 GB24 GB288 GB8 GB32 GB
Memory Bandwidth4,800 GB/s600 GB/s———
TFLOPs (FP32)6731.2———
TFLOPs (FP16)1,979125———
TFLOPs1,9791252,100200190
TFLOPs (FP8)3,958————
TDP700 W150 W850 W65 W200 W
Launch DateNov 2023Apr 2021Jun 2025Mar 2021Nov 2021

Efficiency Metrics

MetricH200 SXMA10MI350XGrayskullTrainium
TFLOPs per Watt (FP32-eq)1.410.421.241.540.47
Memory Bandwidth per GB34.0 GB/s25.0 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 A10
Compute (FP32-eq)
15.83x
Need 15.83x A10
FP32 Compute
2.15x
Need 2.15x A10
VRAM
5.88x
Need 5.88x A10
Memory Bandwidth
8.00x
Need 8.00x A10
AMD MI350X
Compute (FP32-eq)
0.94x
MI350X is 1.06x faster
VRAM
0.49x
MI350X has 2.04x more
Tenstorrent Grayskull
Compute (FP32-eq)
9.89x
Need 9.89x Grayskull
VRAM
17.63x
Need 17.63x Grayskull
AWS Trainium
Compute (FP32-eq)
10.42x
Need 10.42x Trainium
VRAM
4.41x
Need 4.41x Trainium

To match 1x NVIDIA A10

NVIDIA H200 SXM
Compute (FP32-eq)
0.06x
H200 SXM is 15.83x faster
FP32 Compute
0.47x
H200 SXM is 2.15x faster
VRAM
0.17x
H200 SXM has 5.88x more
Memory Bandwidth
0.13x
H200 SXM has 8.00x more
AMD MI350X
Compute (FP32-eq)
0.06x
MI350X is 16.80x faster
VRAM
0.08x
MI350X has 12.00x more
Tenstorrent Grayskull
Compute (FP32-eq)
0.63x
Grayskull is 1.60x faster
VRAM
3.00x
Need 3.00x Grayskull
AWS Trainium
Compute (FP32-eq)
0.66x
Trainium is 1.52x faster
VRAM
0.75x
Trainium has 1.33x more

To match 1x AMD MI350X

NVIDIA H200 SXM
Compute (FP32-eq)
1.06x
Need 1.06x H200 SXM
VRAM
2.04x
Need 2.04x H200 SXM
NVIDIA A10
Compute (FP32-eq)
16.80x
Need 16.80x A10
VRAM
12.00x
Need 12.00x A10
Tenstorrent Grayskull
Compute (FP32-eq)
10.50x
Need 10.50x Grayskull
VRAM
36.00x
Need 36.00x Grayskull
AWS Trainium
Compute (FP32-eq)
11.05x
Need 11.05x Trainium
VRAM
9.00x
Need 9.00x Trainium

To match 1x Tenstorrent Grayskull

NVIDIA H200 SXM
Compute (FP32-eq)
0.10x
H200 SXM is 9.90x faster
VRAM
0.06x
H200 SXM has 17.63x more
NVIDIA A10
Compute (FP32-eq)
1.60x
Need 1.60x A10
VRAM
0.33x
A10 has 3.00x more
AMD MI350X
Compute (FP32-eq)
0.10x
MI350X is 10.50x faster
VRAM
0.03x
MI350X has 36.00x more
AWS Trainium
Compute (FP32-eq)
1.05x
Need 1.05x Trainium
VRAM
0.25x
Trainium has 4.00x more

To match 1x AWS Trainium

NVIDIA H200 SXM
Compute (FP32-eq)
0.10x
H200 SXM is 10.42x faster
VRAM
0.23x
H200 SXM has 4.41x more
NVIDIA A10
Compute (FP32-eq)
1.52x
Need 1.52x A10
VRAM
1.33x
Need 1.33x A10
AMD MI350X
Compute (FP32-eq)
0.09x
MI350X is 11.05x faster
VRAM
0.11x
MI350X has 9.00x more
Tenstorrent Grayskull
Compute (FP32-eq)
0.95x
Grayskull is 1.05x faster
VRAM
4.00x
Need 4.00x Grayskull

Pricing

Price TypeH200 SXMA10MI350XGrayskullTrainium
CAPEX (Street Price)$40,000————
OPEX (per hour)—————
Price per TFLOPs (FP32-eq)$40————