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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 L4AMD MI100AMD Radeon RX 7900 XTX
ArchitectureAda LovelaceAda LovelaceCDNARDNA 3
Form FactorPCIePCIePCIePCIe
VRAM48 GB24 GB32 GB24 GB
Memory Bandwidth864 GB/s300 GB/s1,228 GB/s960 GB/s
TFLOPs (FP32)91.630.323.161
TFLOPs (FP16)733242184.6122
TFLOPs73312123.1122
TFLOPs (FP8)1,466485——
TDP350 W72 W300 W355 W
Launch DateOct 2023Mar 2023Nov 2020Dec 2022

Efficiency Metrics

MetricL40SL4MI100Radeon RX 7900 XTX
TFLOPs per Watt (FP32-eq)1.050.840.080.17
Memory Bandwidth per GB18.0 GB/s12.5 GB/s38.4 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 L4
Compute (FP32-eq)
6.06x
Need 6.06x L4
FP32 Compute
3.02x
Need 3.02x L4
VRAM
2.00x
Need 2.00x L4
Memory Bandwidth
2.88x
Need 2.88x L4
AMD MI100
Compute (FP32-eq)
15.87x
Need 15.87x MI100
FP32 Compute
3.97x
Need 3.97x MI100
VRAM
1.50x
Need 1.50x MI100
Memory Bandwidth
0.70x
MI100 has 1.42x 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 L4

NVIDIA L40S
Compute (FP32-eq)
0.17x
L40S is 6.06x faster
FP32 Compute
0.33x
L40S is 3.02x faster
VRAM
0.50x
L40S has 2.00x more
Memory Bandwidth
0.35x
L40S has 2.88x more
AMD MI100
Compute (FP32-eq)
2.62x
Need 2.62x MI100
FP32 Compute
1.31x
Need 1.31x MI100
VRAM
0.75x
MI100 has 1.33x more
Memory Bandwidth
0.24x
MI100 has 4.09x more
AMD Radeon RX 7900 XTX
Compute (FP32-eq)
0.99x
Radeon RX 7900 XTX is 1.01x faster
FP32 Compute
0.50x
Radeon RX 7900 XTX is 2.01x faster
VRAM
1.00x
Radeon RX 7900 XTX has 1.00x more
Memory Bandwidth
0.31x
Radeon RX 7900 XTX has 3.20x more

To match 1x AMD MI100

NVIDIA L40S
Compute (FP32-eq)
0.06x
L40S is 15.87x faster
FP32 Compute
0.25x
L40S is 3.97x faster
VRAM
0.67x
L40S has 1.50x more
Memory Bandwidth
1.42x
Need 1.42x L40S
NVIDIA L4
Compute (FP32-eq)
0.38x
L4 is 2.62x faster
FP32 Compute
0.76x
L4 is 1.31x faster
VRAM
1.33x
Need 1.33x L4
Memory Bandwidth
4.09x
Need 4.09x L4
AMD Radeon RX 7900 XTX
Compute (FP32-eq)
0.38x
Radeon RX 7900 XTX is 2.64x faster
FP32 Compute
0.38x
Radeon RX 7900 XTX is 2.64x faster
VRAM
1.33x
Need 1.33x Radeon RX 7900 XTX
Memory Bandwidth
1.28x
Need 1.28x 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 L4
Compute (FP32-eq)
1.01x
Need 1.01x L4
FP32 Compute
2.01x
Need 2.01x L4
VRAM
1.00x
L4 has 1.00x more
Memory Bandwidth
3.20x
Need 3.20x L4
AMD MI100
Compute (FP32-eq)
2.64x
Need 2.64x MI100
FP32 Compute
2.64x
Need 2.64x MI100
VRAM
0.75x
MI100 has 1.33x more
Memory Bandwidth
0.78x
MI100 has 1.28x more

Pricing

Price TypeL40SL4MI100Radeon RX 7900 XTX
CAPEX (Street Price)$10,000$4,000——
OPEX (per hour)$1.50/hr$0.80/hr——
Price per TFLOPs (FP32-eq)$27$66——