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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 A10NVIDIA GB200 SuperchipAMD Radeon RX 7900 XTX
ArchitectureAda LovelaceAmpereBlackwellRDNA 3
Form FactorPCIePCIeSXMPCIe
VRAM48 GB24 GB384 GB24 GB
Memory Bandwidth864 GB/s600 GB/s8,000 GB/s960 GB/s
TFLOPs (FP32)91.631.29061
TFLOPs (FP16)7331255,000122
TFLOPs7331255,000122
TFLOPs (FP8)1,466———
TDP350 W150 W2700 W355 W
Launch DateOct 2023Apr 2021Mar 2024Dec 2022

Efficiency Metrics

MetricL40SA10GB200 SuperchipRadeon RX 7900 XTX
TFLOPs per Watt (FP32-eq)1.050.420.930.17
Memory Bandwidth per GB18.0 GB/s25.0 GB/s20.8 GB/s40.0 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 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 GB200 Superchip
Compute (FP32-eq)
0.15x
GB200 Superchip is 6.82x faster
FP32 Compute
1.02x
Need 1.02x GB200 Superchip
VRAM
0.13x
GB200 Superchip has 8.00x more
Memory Bandwidth
0.11x
GB200 Superchip has 9.26x more
AMD Radeon RX 7900 XTX
Compute (FP32-eq)
6.01x
Need 6.01x Radeon RX 7900 XTX
FP32 Compute
1.50x
Need 1.50x Radeon RX 7900 XTX
VRAM
2.00x
Need 2.00x Radeon RX 7900 XTX
Memory Bandwidth
0.90x
Radeon RX 7900 XTX has 1.11x more

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 GB200 Superchip
Compute (FP32-eq)
0.03x
GB200 Superchip is 40.00x faster
FP32 Compute
0.35x
GB200 Superchip is 2.88x faster
VRAM
0.06x
GB200 Superchip has 16.00x more
Memory Bandwidth
0.07x
GB200 Superchip has 13.33x more
AMD Radeon RX 7900 XTX
Compute (FP32-eq)
1.02x
Need 1.02x Radeon RX 7900 XTX
FP32 Compute
0.51x
Radeon RX 7900 XTX is 1.96x faster
VRAM
1.00x
Radeon RX 7900 XTX has 1.00x more
Memory Bandwidth
0.63x
Radeon RX 7900 XTX has 1.60x more

To match 1x NVIDIA GB200 Superchip

NVIDIA L40S
Compute (FP32-eq)
6.82x
Need 6.82x L40S
FP32 Compute
0.98x
L40S is 1.02x faster
VRAM
8.00x
Need 8.00x L40S
Memory Bandwidth
9.26x
Need 9.26x L40S
NVIDIA A10
Compute (FP32-eq)
40.00x
Need 40.00x A10
FP32 Compute
2.88x
Need 2.88x A10
VRAM
16.00x
Need 16.00x A10
Memory Bandwidth
13.33x
Need 13.33x A10
AMD Radeon RX 7900 XTX
Compute (FP32-eq)
40.98x
Need 40.98x Radeon RX 7900 XTX
FP32 Compute
1.48x
Need 1.48x Radeon RX 7900 XTX
VRAM
16.00x
Need 16.00x Radeon RX 7900 XTX
Memory Bandwidth
8.33x
Need 8.33x Radeon RX 7900 XTX

To match 1x AMD Radeon RX 7900 XTX

NVIDIA L40S
Compute (FP32-eq)
0.17x
L40S is 6.01x faster
FP32 Compute
0.67x
L40S is 1.50x faster
VRAM
0.50x
L40S has 2.00x more
Memory Bandwidth
1.11x
Need 1.11x L40S
NVIDIA A10
Compute (FP32-eq)
0.98x
A10 is 1.02x faster
FP32 Compute
1.96x
Need 1.96x A10
VRAM
1.00x
A10 has 1.00x more
Memory Bandwidth
1.60x
Need 1.60x A10
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.02x
GB200 Superchip is 40.98x faster
FP32 Compute
0.68x
GB200 Superchip is 1.48x faster
VRAM
0.06x
GB200 Superchip has 16.00x more
Memory Bandwidth
0.12x
GB200 Superchip has 8.33x more

Pricing

Price TypeL40SA10GB200 SuperchipRadeon RX 7900 XTX
CAPEX (Street Price)$10,000———
OPEX (per hour)$1.50/hr———
Price per TFLOPs (FP32-eq)$27———