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Showing 72 XPUs • 4 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

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 SXMAMD MI300XNVIDIA GB200 NVL72Qualcomm Cloud AI 100
ArchitectureHopperCDNA 3BlackwellQualcomm AI
Form FactorSXMOAMCustomPCIe
VRAM141 GB192 GB13824 GB16 GB
Memory Bandwidth4,800 GB/s5,300 GB/s130,000 GB/s134 GB/s
TFLOPs (FP32)671636,48050
TFLOPs (FP16)1,9791,307360,000400
TFLOPs1,9791,307360,00050
TFLOPs (FP8)3,9582,614——
TDP700 W750 W120000 W75 W
Launch DateNov 2023Dec 2023Mar 2024Sep 2020

Efficiency Metrics

MetricH200 SXMMI300XGB200 NVL72Cloud AI 100
TFLOPs per Watt (FP32-eq)1.410.871.500.67
Memory Bandwidth per GB34.0 GB/s27.6 GB/s9.4 GB/s8.4 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

AMD MI300X
Compute (FP32-eq)
1.51x
Need 1.51x MI300X
FP32 Compute
0.41x
MI300X is 2.43x faster
VRAM
0.73x
MI300X has 1.36x more
Memory Bandwidth
0.91x
MI300X has 1.10x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.01x
GB200 NVL72 is 181.91x faster
FP32 Compute
0.01x
GB200 NVL72 is 96.72x faster
VRAM
0.01x
GB200 NVL72 has 98.04x more
Memory Bandwidth
0.04x
GB200 NVL72 has 27.08x more
Qualcomm Cloud AI 100
Compute (FP32-eq)
19.79x
Need 19.79x Cloud AI 100
FP32 Compute
1.34x
Need 1.34x Cloud AI 100
VRAM
8.81x
Need 8.81x Cloud AI 100
Memory Bandwidth
35.82x
Need 35.82x Cloud AI 100

To match 1x AMD MI300X

NVIDIA H200 SXM
Compute (FP32-eq)
0.66x
H200 SXM is 1.51x faster
FP32 Compute
2.43x
Need 2.43x H200 SXM
VRAM
1.36x
Need 1.36x H200 SXM
Memory Bandwidth
1.10x
Need 1.10x H200 SXM
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 275.44x faster
FP32 Compute
0.03x
GB200 NVL72 is 39.75x faster
VRAM
0.01x
GB200 NVL72 has 72.00x more
Memory Bandwidth
0.04x
GB200 NVL72 has 24.53x more
Qualcomm Cloud AI 100
Compute (FP32-eq)
13.07x
Need 13.07x Cloud AI 100
FP32 Compute
3.26x
Need 3.26x Cloud AI 100
VRAM
12.00x
Need 12.00x Cloud AI 100
Memory Bandwidth
39.55x
Need 39.55x Cloud AI 100

To match 1x NVIDIA GB200 NVL72

NVIDIA H200 SXM
Compute (FP32-eq)
181.91x
Need 181.91x H200 SXM
FP32 Compute
96.72x
Need 96.72x H200 SXM
VRAM
98.04x
Need 98.04x H200 SXM
Memory Bandwidth
27.08x
Need 27.08x H200 SXM
AMD MI300X
Compute (FP32-eq)
275.44x
Need 275.44x MI300X
FP32 Compute
39.75x
Need 39.75x MI300X
VRAM
72.00x
Need 72.00x MI300X
Memory Bandwidth
24.53x
Need 24.53x MI300X
Qualcomm Cloud AI 100
Compute (FP32-eq)
3600.00x
Need 3600.00x Cloud AI 100
FP32 Compute
129.60x
Need 129.60x Cloud AI 100
VRAM
864.00x
Need 864.00x Cloud AI 100
Memory Bandwidth
970.15x
Need 970.15x Cloud AI 100

To match 1x Qualcomm Cloud AI 100

NVIDIA H200 SXM
Compute (FP32-eq)
0.05x
H200 SXM is 19.79x faster
FP32 Compute
0.75x
H200 SXM is 1.34x faster
VRAM
0.11x
H200 SXM has 8.81x more
Memory Bandwidth
0.03x
H200 SXM has 35.82x more
AMD MI300X
Compute (FP32-eq)
0.08x
MI300X is 13.07x faster
FP32 Compute
0.31x
MI300X is 3.26x faster
VRAM
0.08x
MI300X has 12.00x more
Memory Bandwidth
0.03x
MI300X has 39.55x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 3600.00x faster
FP32 Compute
0.01x
GB200 NVL72 is 129.60x faster
VRAM
0.00x
GB200 NVL72 has 864.00x more
Memory Bandwidth
0.00x
GB200 NVL72 has 970.15x more

Pricing

Price TypeH200 SXMMI300XGB200 NVL72Cloud AI 100
CAPEX (Street Price)$40,000$35,000——
OPEX (per hour)—$10.40/hr——
Price per TFLOPs (FP32-eq)$40$54——