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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 A100 SXMAMD MI210NVIDIA H200 PCIeEtched Sohu
ArchitectureAmpereCDNA 2HopperTransformer ASIC
Form FactorSXMPCIePCIePCIe
VRAM80 GB64 GB141 GB144 GB
Memory Bandwidth2,039 GB/s1,638 GB/s4,800 GB/s4,800 GB/s
TFLOPs (FP32)19.545.35110,000
TFLOPs (FP16)3121811,513—
TFLOPs3121811,51310,000
TFLOPs (FP8)————
TDP400 W300 W350 W700 W
Launch DateMay 2020Jan 2022Mar 2024Jun 2024

Efficiency Metrics

MetricA100 SXMMI210H200 PCIeSohu
TFLOPs per Watt (FP32-eq)0.390.302.1614.29
Memory Bandwidth per GB25.5 GB/s25.6 GB/s34.0 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 A100 SXM

AMD MI210
Compute (FP32-eq)
1.72x
Need 1.72x MI210
FP32 Compute
0.43x
MI210 is 2.32x faster
VRAM
1.25x
Need 1.25x MI210
Memory Bandwidth
1.24x
Need 1.24x MI210
NVIDIA H200 PCIe
Compute (FP32-eq)
0.21x
H200 PCIe is 4.85x faster
FP32 Compute
0.38x
H200 PCIe is 2.62x faster
VRAM
0.57x
H200 PCIe has 1.76x more
Memory Bandwidth
0.42x
H200 PCIe has 2.35x more
Etched Sohu
Compute (FP32-eq)
0.02x
Sohu is 64.10x faster
FP32 Compute
0.00x
Sohu is 512.82x faster
VRAM
0.56x
Sohu has 1.80x more
Memory Bandwidth
0.42x
Sohu has 2.35x more

To match 1x AMD MI210

NVIDIA A100 SXM
Compute (FP32-eq)
0.58x
A100 SXM is 1.72x faster
FP32 Compute
2.32x
Need 2.32x A100 SXM
VRAM
0.80x
A100 SXM has 1.25x more
Memory Bandwidth
0.80x
A100 SXM has 1.24x more
NVIDIA H200 PCIe
Compute (FP32-eq)
0.12x
H200 PCIe is 8.36x faster
FP32 Compute
0.89x
H200 PCIe is 1.13x faster
VRAM
0.45x
H200 PCIe has 2.20x more
Memory Bandwidth
0.34x
H200 PCIe has 2.93x more
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 110.50x faster
FP32 Compute
0.00x
Sohu is 220.75x faster
VRAM
0.44x
Sohu has 2.25x more
Memory Bandwidth
0.34x
Sohu has 2.93x more

To match 1x NVIDIA H200 PCIe

NVIDIA A100 SXM
Compute (FP32-eq)
4.85x
Need 4.85x A100 SXM
FP32 Compute
2.62x
Need 2.62x A100 SXM
VRAM
1.76x
Need 1.76x A100 SXM
Memory Bandwidth
2.35x
Need 2.35x A100 SXM
AMD MI210
Compute (FP32-eq)
8.36x
Need 8.36x MI210
FP32 Compute
1.13x
Need 1.13x MI210
VRAM
2.20x
Need 2.20x MI210
Memory Bandwidth
2.93x
Need 2.93x MI210
Etched Sohu
Compute (FP32-eq)
0.08x
Sohu is 13.22x faster
FP32 Compute
0.01x
Sohu is 196.08x faster
VRAM
0.98x
Sohu has 1.02x more
Memory Bandwidth
1.00x
Sohu has 1.00x more

To match 1x Etched Sohu

NVIDIA A100 SXM
Compute (FP32-eq)
64.10x
Need 64.10x A100 SXM
FP32 Compute
512.82x
Need 512.82x A100 SXM
VRAM
1.80x
Need 1.80x A100 SXM
Memory Bandwidth
2.35x
Need 2.35x A100 SXM
AMD MI210
Compute (FP32-eq)
110.50x
Need 110.50x MI210
FP32 Compute
220.75x
Need 220.75x MI210
VRAM
2.25x
Need 2.25x MI210
Memory Bandwidth
2.93x
Need 2.93x MI210
NVIDIA H200 PCIe
Compute (FP32-eq)
13.22x
Need 13.22x H200 PCIe
FP32 Compute
196.08x
Need 196.08x H200 PCIe
VRAM
1.02x
Need 1.02x H200 PCIe
Memory Bandwidth
1.00x
H200 PCIe has 1.00x more

Pricing

Price TypeA100 SXMMI210H200 PCIeSohu
CAPEX (Street Price)$15,000$6,000——
OPEX (per hour)$4.05/hr———
Price per TFLOPs (FP32-eq)$96$66——