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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 L40SNVIDIA A40NVIDIA H100 PCIeNVIDIA GeForce RTX 4090
ArchitectureAda LovelaceAmpereHopperAda Lovelace
Form FactorPCIePCIePCIePCIe
VRAM48 GB48 GB80 GB24 GB
Memory Bandwidth864 GB/s696 GB/s2,000 GB/s1,008 GB/s
TFLOPs (FP32)91.637.45182.6
TFLOPs (FP16)7331501,513165.2
TFLOPs7331501,513165.2
TFLOPs (FP8)1,466———
TDP350 W300 W350 W450 W
Launch DateOct 2023Oct 2020Sep 2022Oct 2022

Efficiency Metrics

MetricL40SA40H100 PCIeGeForce RTX 4090
TFLOPs per Watt (FP32-eq)1.050.252.160.18
Memory Bandwidth per GB18.0 GB/s14.5 GB/s25.0 GB/s42.0 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 A40
Compute (FP32-eq)
4.89x
Need 4.89x A40
FP32 Compute
2.45x
Need 2.45x A40
VRAM
1.00x
A40 has 1.00x more
Memory Bandwidth
1.24x
Need 1.24x A40
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
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
4.44x
Need 4.44x GeForce RTX 4090
FP32 Compute
1.11x
Need 1.11x GeForce RTX 4090
VRAM
2.00x
Need 2.00x GeForce RTX 4090
Memory Bandwidth
0.86x
GeForce RTX 4090 has 1.17x more

To match 1x NVIDIA A40

NVIDIA L40S
Compute (FP32-eq)
0.20x
L40S is 4.89x faster
FP32 Compute
0.41x
L40S is 2.45x faster
VRAM
1.00x
L40S has 1.00x more
Memory Bandwidth
0.81x
L40S has 1.24x more
NVIDIA H100 PCIe
Compute (FP32-eq)
0.10x
H100 PCIe is 10.09x faster
FP32 Compute
0.73x
H100 PCIe is 1.36x faster
VRAM
0.60x
H100 PCIe has 1.67x more
Memory Bandwidth
0.35x
H100 PCIe has 2.87x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.91x
GeForce RTX 4090 is 1.10x faster
FP32 Compute
0.45x
GeForce RTX 4090 is 2.21x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4090
Memory Bandwidth
0.69x
GeForce RTX 4090 has 1.45x 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 A40
Compute (FP32-eq)
10.09x
Need 10.09x A40
FP32 Compute
1.36x
Need 1.36x A40
VRAM
1.67x
Need 1.67x A40
Memory Bandwidth
2.87x
Need 2.87x A40
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
9.16x
Need 9.16x GeForce RTX 4090
FP32 Compute
0.62x
GeForce RTX 4090 is 1.62x faster
VRAM
3.33x
Need 3.33x GeForce RTX 4090
Memory Bandwidth
1.98x
Need 1.98x GeForce RTX 4090

To match 1x NVIDIA GeForce RTX 4090

NVIDIA L40S
Compute (FP32-eq)
0.23x
L40S is 4.44x faster
FP32 Compute
0.90x
L40S is 1.11x faster
VRAM
0.50x
L40S has 2.00x more
Memory Bandwidth
1.17x
Need 1.17x L40S
NVIDIA A40
Compute (FP32-eq)
1.10x
Need 1.10x A40
FP32 Compute
2.21x
Need 2.21x A40
VRAM
0.50x
A40 has 2.00x more
Memory Bandwidth
1.45x
Need 1.45x A40
NVIDIA H100 PCIe
Compute (FP32-eq)
0.11x
H100 PCIe is 9.16x faster
FP32 Compute
1.62x
Need 1.62x H100 PCIe
VRAM
0.30x
H100 PCIe has 3.33x more
Memory Bandwidth
0.50x
H100 PCIe has 1.98x more

Pricing

Price TypeL40SA40H100 PCIeGeForce RTX 4090
CAPEX (Street Price)$10,000———
OPEX (per hour)$1.50/hr———
Price per TFLOPs (FP32-eq)$27———