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

Maximum of 5 XPUs can be compared at once. Deselect one to add another.

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 L4NVIDIA B200NVIDIA H100 SXMNVIDIA H200 PCIeEtched Sohu
ArchitectureAda LovelaceBlackwellHopperHopperTransformer ASIC
Form FactorPCIeSXMSXMPCIePCIe
VRAM24 GB192 GB80 GB141 GB144 GB
Memory Bandwidth300 GB/s8,000 GB/s3,350 GB/s4,800 GB/s4,800 GB/s
TFLOPs (FP32)30.390675110,000
TFLOPs (FP16)2422,2501,9791,513
TFLOPs1212,2501,9791,51310,000
TFLOPs (FP8)4854,5003,958
TDP72 W1000 W700 W350 W700 W
Launch DateMar 2023Mar 2024Sep 2022Mar 2024Jun 2024

Efficiency Metrics

MetricL4B200H100 SXMH200 PCIeSohu
TFLOPs per Watt (FP32-eq)0.841.131.412.1614.29
Memory Bandwidth per GB12.5 GB/s41.7 GB/s41.9 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 L4

NVIDIA B200
Compute (FP32-eq)
0.05x
B200 is 18.60x faster
FP32 Compute
0.34x
B200 is 2.97x faster
VRAM
0.13x
B200 has 8.00x more
Memory Bandwidth
0.04x
B200 has 26.67x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.06x
H100 SXM is 16.36x faster
FP32 Compute
0.45x
H100 SXM is 2.21x faster
VRAM
0.30x
H100 SXM has 3.33x more
Memory Bandwidth
0.09x
H100 SXM has 11.17x more
NVIDIA H200 PCIe
Compute (FP32-eq)
0.08x
H200 PCIe is 12.50x faster
FP32 Compute
0.59x
H200 PCIe is 1.68x faster
VRAM
0.17x
H200 PCIe has 5.88x more
Memory Bandwidth
0.06x
H200 PCIe has 16.00x 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 NVIDIA B200

NVIDIA L4
Compute (FP32-eq)
18.60x
Need 18.60x L4
FP32 Compute
2.97x
Need 2.97x L4
VRAM
8.00x
Need 8.00x L4
Memory Bandwidth
26.67x
Need 26.67x L4
NVIDIA H100 SXM
Compute (FP32-eq)
1.14x
Need 1.14x H100 SXM
FP32 Compute
1.34x
Need 1.34x H100 SXM
VRAM
2.40x
Need 2.40x H100 SXM
Memory Bandwidth
2.39x
Need 2.39x H100 SXM
NVIDIA H200 PCIe
Compute (FP32-eq)
1.49x
Need 1.49x H200 PCIe
FP32 Compute
1.76x
Need 1.76x H200 PCIe
VRAM
1.36x
Need 1.36x H200 PCIe
Memory Bandwidth
1.67x
Need 1.67x H200 PCIe
Etched Sohu
Compute (FP32-eq)
0.11x
Sohu is 8.89x faster
FP32 Compute
0.01x
Sohu is 111.11x faster
VRAM
1.33x
Need 1.33x Sohu
Memory Bandwidth
1.67x
Need 1.67x Sohu

To match 1x NVIDIA H100 SXM

NVIDIA L4
Compute (FP32-eq)
16.36x
Need 16.36x L4
FP32 Compute
2.21x
Need 2.21x L4
VRAM
3.33x
Need 3.33x L4
Memory Bandwidth
11.17x
Need 11.17x L4
NVIDIA B200
Compute (FP32-eq)
0.88x
B200 is 1.14x faster
FP32 Compute
0.74x
B200 is 1.34x faster
VRAM
0.42x
B200 has 2.40x more
Memory Bandwidth
0.42x
B200 has 2.39x more
NVIDIA H200 PCIe
Compute (FP32-eq)
1.31x
Need 1.31x H200 PCIe
FP32 Compute
1.31x
Need 1.31x H200 PCIe
VRAM
0.57x
H200 PCIe has 1.76x more
Memory Bandwidth
0.70x
H200 PCIe has 1.43x 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 NVIDIA H200 PCIe

NVIDIA L4
Compute (FP32-eq)
12.50x
Need 12.50x L4
FP32 Compute
1.68x
Need 1.68x L4
VRAM
5.88x
Need 5.88x L4
Memory Bandwidth
16.00x
Need 16.00x L4
NVIDIA B200
Compute (FP32-eq)
0.67x
B200 is 1.49x faster
FP32 Compute
0.57x
B200 is 1.76x faster
VRAM
0.73x
B200 has 1.36x more
Memory Bandwidth
0.60x
B200 has 1.67x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.76x
H100 SXM is 1.31x faster
FP32 Compute
0.76x
H100 SXM is 1.31x faster
VRAM
1.76x
Need 1.76x H100 SXM
Memory Bandwidth
1.43x
Need 1.43x H100 SXM
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 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
NVIDIA B200
Compute (FP32-eq)
8.89x
Need 8.89x B200
FP32 Compute
111.11x
Need 111.11x B200
VRAM
0.75x
B200 has 1.33x more
Memory Bandwidth
0.60x
B200 has 1.67x more
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
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 TypeL4B200H100 SXMH200 PCIeSohu
CAPEX (Street Price)$4,000$70,000$30,000
OPEX (per hour)$0.80/hr$3.50/hr
Price per TFLOPs (FP32-eq)$66$62$30