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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 H100 SXMAMD MI300XNVIDIA GB200 NVL72Etched Sohu
ArchitectureHopperCDNA 3BlackwellTransformer ASIC
Form FactorSXMOAMCustomPCIe
VRAM80 GB192 GB13824 GB144 GB
Memory Bandwidth3,350 GB/s5,300 GB/s130,000 GB/s4,800 GB/s
TFLOPs (FP32)671636,48010,000
TFLOPs (FP16)1,9791,307360,000—
TFLOPs1,9791,307360,00010,000
TFLOPs (FP8)3,9582,614——
TDP700 W750 W120000 W700 W
Launch DateSep 2022Dec 2023Mar 2024Jun 2024

Efficiency Metrics

MetricH100 SXMMI300XGB200 NVL72Sohu
TFLOPs per Watt (FP32-eq)1.410.871.5014.29
Memory Bandwidth per GB41.9 GB/s27.6 GB/s9.4 GB/s33.3 GB/s

Performance Equivalence

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

To match 1x NVIDIA H100 SXM

AMD MI300X
Compute (FP32-eq)
1.51x
Need 1.51x MI300X
FP32 Compute
0.41x
MI300X is 2.43x faster
VRAM
0.42x
MI300X has 2.40x more
Memory Bandwidth
0.63x
MI300X has 1.58x 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 172.80x more
Memory Bandwidth
0.03x
GB200 NVL72 has 38.81x more
Etched Sohu
Compute (FP32-eq)
0.10x
Sohu is 10.11x faster
FP32 Compute
0.01x
Sohu is 149.25x faster
VRAM
0.56x
Sohu has 1.80x more
Memory Bandwidth
0.70x
Sohu has 1.43x more

To match 1x AMD MI300X

NVIDIA H100 SXM
Compute (FP32-eq)
0.66x
H100 SXM is 1.51x faster
FP32 Compute
2.43x
Need 2.43x H100 SXM
VRAM
2.40x
Need 2.40x H100 SXM
Memory Bandwidth
1.58x
Need 1.58x H100 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
Etched Sohu
Compute (FP32-eq)
0.07x
Sohu is 15.30x faster
FP32 Compute
0.02x
Sohu is 61.35x faster
VRAM
1.33x
Need 1.33x Sohu
Memory Bandwidth
1.10x
Need 1.10x Sohu

To match 1x NVIDIA GB200 NVL72

NVIDIA H100 SXM
Compute (FP32-eq)
181.91x
Need 181.91x H100 SXM
FP32 Compute
96.72x
Need 96.72x H100 SXM
VRAM
172.80x
Need 172.80x H100 SXM
Memory Bandwidth
38.81x
Need 38.81x H100 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
Etched Sohu
Compute (FP32-eq)
18.00x
Need 18.00x Sohu
FP32 Compute
0.65x
Sohu is 1.54x faster
VRAM
96.00x
Need 96.00x Sohu
Memory Bandwidth
27.08x
Need 27.08x Sohu

To match 1x Etched Sohu

NVIDIA H100 SXM
Compute (FP32-eq)
10.11x
Need 10.11x H100 SXM
FP32 Compute
149.25x
Need 149.25x H100 SXM
VRAM
1.80x
Need 1.80x H100 SXM
Memory Bandwidth
1.43x
Need 1.43x H100 SXM
AMD MI300X
Compute (FP32-eq)
15.30x
Need 15.30x MI300X
FP32 Compute
61.35x
Need 61.35x MI300X
VRAM
0.75x
MI300X has 1.33x more
Memory Bandwidth
0.91x
MI300X has 1.10x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.06x
GB200 NVL72 is 18.00x faster
FP32 Compute
1.54x
Need 1.54x GB200 NVL72
VRAM
0.01x
GB200 NVL72 has 96.00x more
Memory Bandwidth
0.04x
GB200 NVL72 has 27.08x more

Pricing

Price TypeH100 SXMMI300XGB200 NVL72Sohu
CAPEX (Street Price)$30,000$35,000——
OPEX (per hour)$3.50/hr$10.40/hr——
Price per TFLOPs (FP32-eq)$30$54——