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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 L4NVIDIA H100 SXMNVIDIA H100 PCIeQualcomm Cloud AI 100
ArchitectureAda LovelaceHopperHopperQualcomm AI
Form FactorPCIeSXMPCIePCIe
VRAM24 GB80 GB80 GB16 GB
Memory Bandwidth300 GB/s3,350 GB/s2,000 GB/s134 GB/s
TFLOPs (FP32)30.3675150
TFLOPs (FP16)2421,9791,513400
TFLOPs1211,9791,51350
TFLOPs (FP8)4853,958——
TDP72 W700 W350 W75 W
Launch DateMar 2023Sep 2022Sep 2022Sep 2020

Efficiency Metrics

MetricL4H100 SXMH100 PCIeCloud AI 100
TFLOPs per Watt (FP32-eq)0.841.412.160.67
Memory Bandwidth per GB12.5 GB/s41.9 GB/s25.0 GB/s8.4 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 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 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
Qualcomm Cloud AI 100
Compute (FP32-eq)
1.21x
Need 1.21x Cloud AI 100
FP32 Compute
0.61x
Cloud AI 100 is 1.65x faster
VRAM
1.50x
Need 1.50x Cloud AI 100
Memory Bandwidth
2.24x
Need 2.24x Cloud AI 100

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 H100 PCIe
Compute (FP32-eq)
1.31x
Need 1.31x H100 PCIe
FP32 Compute
1.31x
Need 1.31x H100 PCIe
VRAM
1.00x
H100 PCIe has 1.00x more
Memory Bandwidth
1.68x
Need 1.68x H100 PCIe
Qualcomm Cloud AI 100
Compute (FP32-eq)
19.79x
Need 19.79x Cloud AI 100
FP32 Compute
1.34x
Need 1.34x Cloud AI 100
VRAM
5.00x
Need 5.00x Cloud AI 100
Memory Bandwidth
25.00x
Need 25.00x Cloud AI 100

To match 1x NVIDIA H100 PCIe

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
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
1.00x
H100 SXM has 1.00x more
Memory Bandwidth
0.60x
H100 SXM has 1.68x more
Qualcomm Cloud AI 100
Compute (FP32-eq)
15.13x
Need 15.13x Cloud AI 100
FP32 Compute
1.02x
Need 1.02x Cloud AI 100
VRAM
5.00x
Need 5.00x Cloud AI 100
Memory Bandwidth
14.93x
Need 14.93x Cloud AI 100

To match 1x Qualcomm Cloud AI 100

NVIDIA L4
Compute (FP32-eq)
0.83x
L4 is 1.21x faster
FP32 Compute
1.65x
Need 1.65x L4
VRAM
0.67x
L4 has 1.50x more
Memory Bandwidth
0.45x
L4 has 2.24x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.05x
H100 SXM is 19.79x faster
FP32 Compute
0.75x
H100 SXM is 1.34x faster
VRAM
0.20x
H100 SXM has 5.00x more
Memory Bandwidth
0.04x
H100 SXM has 25.00x more
NVIDIA H100 PCIe
Compute (FP32-eq)
0.07x
H100 PCIe is 15.13x faster
FP32 Compute
0.98x
H100 PCIe is 1.02x faster
VRAM
0.20x
H100 PCIe has 5.00x more
Memory Bandwidth
0.07x
H100 PCIe has 14.93x more

Pricing

Price TypeL4H100 SXMH100 PCIeCloud AI 100
CAPEX (Street Price)$4,000$30,000——
OPEX (per hour)$0.80/hr$3.50/hr——
Price per TFLOPs (FP32-eq)$66$30——