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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 H200 SXMNVIDIA A10NVIDIA GeForce RTX 4080 Super
ArchitectureAda LovelaceHopperAmpereAda Lovelace
Form FactorPCIeSXMPCIePCIe
VRAM48 GB141 GB24 GB16 GB
Memory Bandwidth864 GB/s4,800 GB/s600 GB/s736 GB/s
TFLOPs (FP32)91.66731.252.2
TFLOPs (FP16)7331,979125104.4
TFLOPs7331,979125104.4
TFLOPs (FP8)1,4663,958——
TDP350 W700 W150 W320 W
Launch DateOct 2023Nov 2023Apr 2021Jan 2024

Efficiency Metrics

MetricL40SH200 SXMA10GeForce RTX 4080 Super
TFLOPs per Watt (FP32-eq)1.051.410.420.16
Memory Bandwidth per GB18.0 GB/s34.0 GB/s25.0 GB/s46.0 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 H200 SXM
Compute (FP32-eq)
0.37x
H200 SXM is 2.70x faster
FP32 Compute
1.37x
Need 1.37x H200 SXM
VRAM
0.34x
H200 SXM has 2.94x more
Memory Bandwidth
0.18x
H200 SXM has 5.56x more
NVIDIA A10
Compute (FP32-eq)
5.86x
Need 5.86x A10
FP32 Compute
2.94x
Need 2.94x A10
VRAM
2.00x
Need 2.00x A10
Memory Bandwidth
1.44x
Need 1.44x A10
NVIDIA GeForce RTX 4080 Super
Compute (FP32-eq)
7.02x
Need 7.02x GeForce RTX 4080 Super
FP32 Compute
1.75x
Need 1.75x GeForce RTX 4080 Super
VRAM
3.00x
Need 3.00x GeForce RTX 4080 Super
Memory Bandwidth
1.17x
Need 1.17x GeForce RTX 4080 Super

To match 1x NVIDIA H200 SXM

NVIDIA L40S
Compute (FP32-eq)
2.70x
Need 2.70x L40S
FP32 Compute
0.73x
L40S is 1.37x faster
VRAM
2.94x
Need 2.94x L40S
Memory Bandwidth
5.56x
Need 5.56x L40S
NVIDIA A10
Compute (FP32-eq)
15.83x
Need 15.83x A10
FP32 Compute
2.15x
Need 2.15x A10
VRAM
5.88x
Need 5.88x A10
Memory Bandwidth
8.00x
Need 8.00x A10
NVIDIA GeForce RTX 4080 Super
Compute (FP32-eq)
18.96x
Need 18.96x GeForce RTX 4080 Super
FP32 Compute
1.28x
Need 1.28x GeForce RTX 4080 Super
VRAM
8.81x
Need 8.81x GeForce RTX 4080 Super
Memory Bandwidth
6.52x
Need 6.52x GeForce RTX 4080 Super

To match 1x NVIDIA A10

NVIDIA L40S
Compute (FP32-eq)
0.17x
L40S is 5.86x faster
FP32 Compute
0.34x
L40S is 2.94x faster
VRAM
0.50x
L40S has 2.00x more
Memory Bandwidth
0.69x
L40S has 1.44x more
NVIDIA H200 SXM
Compute (FP32-eq)
0.06x
H200 SXM is 15.83x faster
FP32 Compute
0.47x
H200 SXM is 2.15x faster
VRAM
0.17x
H200 SXM has 5.88x more
Memory Bandwidth
0.13x
H200 SXM has 8.00x more
NVIDIA GeForce RTX 4080 Super
Compute (FP32-eq)
1.20x
Need 1.20x GeForce RTX 4080 Super
FP32 Compute
0.60x
GeForce RTX 4080 Super is 1.67x faster
VRAM
1.50x
Need 1.50x GeForce RTX 4080 Super
Memory Bandwidth
0.82x
GeForce RTX 4080 Super has 1.23x more

To match 1x NVIDIA GeForce RTX 4080 Super

NVIDIA L40S
Compute (FP32-eq)
0.14x
L40S is 7.02x faster
FP32 Compute
0.57x
L40S is 1.75x faster
VRAM
0.33x
L40S has 3.00x more
Memory Bandwidth
0.85x
L40S has 1.17x more
NVIDIA H200 SXM
Compute (FP32-eq)
0.05x
H200 SXM is 18.96x faster
FP32 Compute
0.78x
H200 SXM is 1.28x faster
VRAM
0.11x
H200 SXM has 8.81x more
Memory Bandwidth
0.15x
H200 SXM has 6.52x more
NVIDIA A10
Compute (FP32-eq)
0.84x
A10 is 1.20x faster
FP32 Compute
1.67x
Need 1.67x A10
VRAM
0.67x
A10 has 1.50x more
Memory Bandwidth
1.23x
Need 1.23x A10

Pricing

Price TypeL40SH200 SXMA10GeForce RTX 4080 Super
CAPEX (Street Price)$10,000$40,000——
OPEX (per hour)$1.50/hr———
Price per TFLOPs (FP32-eq)$27$40——