Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Showing 72 XPUs5 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 L40SNVIDIA L4AMD MI100NVIDIA H100 PCIeEtched Sohu
ArchitectureAda LovelaceAda LovelaceCDNAHopperTransformer ASIC
Form FactorPCIePCIePCIePCIePCIe
VRAM48 GB24 GB32 GB80 GB144 GB
Memory Bandwidth864 GB/s300 GB/s1,228 GB/s2,000 GB/s4,800 GB/s
TFLOPs (FP32)91.630.323.15110,000
TFLOPs (FP16)733242184.61,513
TFLOPs73312123.11,51310,000
TFLOPs (FP8)1,466485
TDP350 W72 W300 W350 W700 W
Launch DateOct 2023Mar 2023Nov 2020Sep 2022Jun 2024

Efficiency Metrics

MetricL40SL4MI100H100 PCIeSohu
TFLOPs per Watt (FP32-eq)1.050.840.082.1614.29
Memory Bandwidth per GB18.0 GB/s12.5 GB/s38.4 GB/s25.0 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 L40S

NVIDIA L4
Compute (FP32-eq)
6.06x
Need 6.06x L4
FP32 Compute
3.02x
Need 3.02x L4
VRAM
2.00x
Need 2.00x L4
Memory Bandwidth
2.88x
Need 2.88x L4
AMD MI100
Compute (FP32-eq)
15.87x
Need 15.87x MI100
FP32 Compute
3.97x
Need 3.97x MI100
VRAM
1.50x
Need 1.50x MI100
Memory Bandwidth
0.70x
MI100 has 1.42x more
NVIDIA H100 PCIe
Compute (FP32-eq)
0.48x
H100 PCIe is 2.06x faster
FP32 Compute
1.80x
Need 1.80x H100 PCIe
VRAM
0.60x
H100 PCIe has 1.67x more
Memory Bandwidth
0.43x
H100 PCIe has 2.31x more
Etched Sohu
Compute (FP32-eq)
0.04x
Sohu is 27.29x faster
FP32 Compute
0.01x
Sohu is 109.17x faster
VRAM
0.33x
Sohu has 3.00x more
Memory Bandwidth
0.18x
Sohu has 5.56x more

To match 1x NVIDIA L4

NVIDIA L40S
Compute (FP32-eq)
0.17x
L40S is 6.06x faster
FP32 Compute
0.33x
L40S is 3.02x faster
VRAM
0.50x
L40S has 2.00x more
Memory Bandwidth
0.35x
L40S has 2.88x more
AMD MI100
Compute (FP32-eq)
2.62x
Need 2.62x MI100
FP32 Compute
1.31x
Need 1.31x MI100
VRAM
0.75x
MI100 has 1.33x more
Memory Bandwidth
0.24x
MI100 has 4.09x more
NVIDIA H100 PCIe
Compute (FP32-eq)
0.08x
H100 PCIe is 12.50x faster
FP32 Compute
0.59x
H100 PCIe is 1.68x faster
VRAM
0.30x
H100 PCIe has 3.33x more
Memory Bandwidth
0.15x
H100 PCIe has 6.67x 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 MI100

NVIDIA L40S
Compute (FP32-eq)
0.06x
L40S is 15.87x faster
FP32 Compute
0.25x
L40S is 3.97x faster
VRAM
0.67x
L40S has 1.50x more
Memory Bandwidth
1.42x
Need 1.42x L40S
NVIDIA L4
Compute (FP32-eq)
0.38x
L4 is 2.62x faster
FP32 Compute
0.76x
L4 is 1.31x faster
VRAM
1.33x
Need 1.33x L4
Memory Bandwidth
4.09x
Need 4.09x L4
NVIDIA H100 PCIe
Compute (FP32-eq)
0.03x
H100 PCIe is 32.75x faster
FP32 Compute
0.45x
H100 PCIe is 2.21x faster
VRAM
0.40x
H100 PCIe has 2.50x more
Memory Bandwidth
0.61x
H100 PCIe has 1.63x more
Etched Sohu
Compute (FP32-eq)
0.00x
Sohu is 432.90x faster
FP32 Compute
0.00x
Sohu is 432.90x faster
VRAM
0.22x
Sohu has 4.50x more
Memory Bandwidth
0.26x
Sohu has 3.91x more

To match 1x NVIDIA H100 PCIe

NVIDIA L40S
Compute (FP32-eq)
2.06x
Need 2.06x L40S
FP32 Compute
0.56x
L40S is 1.80x faster
VRAM
1.67x
Need 1.67x L40S
Memory Bandwidth
2.31x
Need 2.31x L40S
NVIDIA L4
Compute (FP32-eq)
12.50x
Need 12.50x L4
FP32 Compute
1.68x
Need 1.68x L4
VRAM
3.33x
Need 3.33x L4
Memory Bandwidth
6.67x
Need 6.67x L4
AMD MI100
Compute (FP32-eq)
32.75x
Need 32.75x MI100
FP32 Compute
2.21x
Need 2.21x MI100
VRAM
2.50x
Need 2.50x MI100
Memory Bandwidth
1.63x
Need 1.63x MI100
Etched Sohu
Compute (FP32-eq)
0.08x
Sohu is 13.22x faster
FP32 Compute
0.01x
Sohu is 196.08x faster
VRAM
0.56x
Sohu has 1.80x more
Memory Bandwidth
0.42x
Sohu has 2.40x more

To match 1x Etched Sohu

NVIDIA L40S
Compute (FP32-eq)
27.29x
Need 27.29x L40S
FP32 Compute
109.17x
Need 109.17x L40S
VRAM
3.00x
Need 3.00x L40S
Memory Bandwidth
5.56x
Need 5.56x L40S
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 MI100
Compute (FP32-eq)
432.90x
Need 432.90x MI100
FP32 Compute
432.90x
Need 432.90x MI100
VRAM
4.50x
Need 4.50x MI100
Memory Bandwidth
3.91x
Need 3.91x MI100
NVIDIA H100 PCIe
Compute (FP32-eq)
13.22x
Need 13.22x H100 PCIe
FP32 Compute
196.08x
Need 196.08x H100 PCIe
VRAM
1.80x
Need 1.80x H100 PCIe
Memory Bandwidth
2.40x
Need 2.40x H100 PCIe

Pricing

Price TypeL40SL4MI100H100 PCIeSohu
CAPEX (Street Price)$10,000$4,000
OPEX (per hour)$1.50/hr$0.80/hr
Price per TFLOPs (FP32-eq)$27$66