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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 L4AMD MI210AMD Radeon PRO W7900Etched Sohu
ArchitectureAda LovelaceCDNA 2RDNA 3Transformer ASIC
Form FactorPCIePCIePCIePCIe
VRAM24 GB64 GB48 GB144 GB
Memory Bandwidth300 GB/s1,638 GB/s864 GB/s4,800 GB/s
TFLOPs (FP32)30.345.36110,000
TFLOPs (FP16)242181122—
TFLOPs12118112210,000
TFLOPs (FP8)485———
TDP72 W300 W295 W700 W
Launch DateMar 2023Jan 2022Apr 2023Jun 2024

Efficiency Metrics

MetricL4MI210Radeon PRO W7900Sohu
TFLOPs per Watt (FP32-eq)0.840.300.2114.29
Memory Bandwidth per GB12.5 GB/s25.6 GB/s18.0 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 L4

AMD MI210
Compute (FP32-eq)
0.67x
MI210 is 1.50x faster
FP32 Compute
0.67x
MI210 is 1.50x faster
VRAM
0.38x
MI210 has 2.67x more
Memory Bandwidth
0.18x
MI210 has 5.46x more
AMD Radeon PRO W7900
Compute (FP32-eq)
0.99x
Radeon PRO W7900 is 1.01x faster
FP32 Compute
0.50x
Radeon PRO W7900 is 2.01x faster
VRAM
0.50x
Radeon PRO W7900 has 2.00x more
Memory Bandwidth
0.35x
Radeon PRO W7900 has 2.88x more
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 165.29x faster
FP32 Compute
0.00x
Sohu is 330.03x faster
VRAM
0.17x
Sohu has 6.00x more
Memory Bandwidth
0.06x
Sohu has 16.00x more

To match 1x AMD MI210

NVIDIA L4
Compute (FP32-eq)
1.50x
Need 1.50x L4
FP32 Compute
1.50x
Need 1.50x L4
VRAM
2.67x
Need 2.67x L4
Memory Bandwidth
5.46x
Need 5.46x L4
AMD Radeon PRO W7900
Compute (FP32-eq)
1.48x
Need 1.48x Radeon PRO W7900
FP32 Compute
0.74x
Radeon PRO W7900 is 1.35x faster
VRAM
1.33x
Need 1.33x Radeon PRO W7900
Memory Bandwidth
1.90x
Need 1.90x Radeon PRO W7900
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 AMD Radeon PRO W7900

NVIDIA L4
Compute (FP32-eq)
1.01x
Need 1.01x L4
FP32 Compute
2.01x
Need 2.01x L4
VRAM
2.00x
Need 2.00x L4
Memory Bandwidth
2.88x
Need 2.88x L4
AMD MI210
Compute (FP32-eq)
0.67x
MI210 is 1.48x faster
FP32 Compute
1.35x
Need 1.35x MI210
VRAM
0.75x
MI210 has 1.33x more
Memory Bandwidth
0.53x
MI210 has 1.90x more
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 163.93x faster
FP32 Compute
0.01x
Sohu is 163.93x faster
VRAM
0.33x
Sohu has 3.00x more
Memory Bandwidth
0.18x
Sohu has 5.56x more

To match 1x Etched Sohu

NVIDIA L4
Compute (FP32-eq)
165.29x
Need 165.29x L4
FP32 Compute
330.03x
Need 330.03x L4
VRAM
6.00x
Need 6.00x L4
Memory Bandwidth
16.00x
Need 16.00x L4
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
AMD Radeon PRO W7900
Compute (FP32-eq)
163.93x
Need 163.93x Radeon PRO W7900
FP32 Compute
163.93x
Need 163.93x Radeon PRO W7900
VRAM
3.00x
Need 3.00x Radeon PRO W7900
Memory Bandwidth
5.56x
Need 5.56x Radeon PRO W7900

Pricing

Price TypeL4MI210Radeon PRO W7900Sohu
CAPEX (Street Price)$4,000$6,000——
OPEX (per hour)$0.80/hr———
Price per TFLOPs (FP32-eq)$66$66——