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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 L4AMD MI325XAMD Radeon PRO W7900NVIDIA GeForce RTX 5090
ArchitectureAda LovelaceCDNA 3.5RDNA 3Blackwell
Form FactorPCIeOAMPCIePCIe
VRAM24 GB256 GB48 GB32 GB
Memory Bandwidth300 GB/s6,000 GB/s864 GB/s1,792 GB/s
TFLOPs (FP32)30.317561104.8
TFLOPs (FP16)2421,400122209.5
TFLOPs1211,400122209.5
TFLOPs (FP8)4852,800——
TDP72 W800 W295 W575 W
Launch DateMar 2023Oct 2024Apr 2023Jan 2025

Efficiency Metrics

MetricL4MI325XRadeon PRO W7900GeForce RTX 5090
TFLOPs per Watt (FP32-eq)0.840.880.210.18
Memory Bandwidth per GB12.5 GB/s23.4 GB/s18.0 GB/s56.0 GB/s

Performance Equivalence

How many units of each GPU are needed to match the performance of the others?

To match 1x NVIDIA L4

AMD MI325X
Compute (FP32-eq)
0.09x
MI325X is 11.57x faster
FP32 Compute
0.17x
MI325X is 5.78x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.05x
MI325X has 20.00x more
AMD Radeon PRO W7900
Compute (FP32-eq)
0.99x
Radeon PRO W7900 is 1.01x faster
FP32 Compute
0.50x
Radeon PRO W7900 is 2.01x faster
VRAM
0.50x
Radeon PRO W7900 has 2.00x more
Memory Bandwidth
0.35x
Radeon PRO W7900 has 2.88x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.58x
GeForce RTX 5090 is 1.73x faster
FP32 Compute
0.29x
GeForce RTX 5090 is 3.46x faster
VRAM
0.75x
GeForce RTX 5090 has 1.33x more
Memory Bandwidth
0.17x
GeForce RTX 5090 has 5.97x more

To match 1x AMD MI325X

NVIDIA L4
Compute (FP32-eq)
11.57x
Need 11.57x L4
FP32 Compute
5.78x
Need 5.78x L4
VRAM
10.67x
Need 10.67x L4
Memory Bandwidth
20.00x
Need 20.00x L4
AMD Radeon PRO W7900
Compute (FP32-eq)
11.48x
Need 11.48x Radeon PRO W7900
FP32 Compute
2.87x
Need 2.87x Radeon PRO W7900
VRAM
5.33x
Need 5.33x Radeon PRO W7900
Memory Bandwidth
6.94x
Need 6.94x Radeon PRO W7900
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
6.68x
Need 6.68x GeForce RTX 5090
FP32 Compute
1.67x
Need 1.67x GeForce RTX 5090
VRAM
8.00x
Need 8.00x GeForce RTX 5090
Memory Bandwidth
3.35x
Need 3.35x GeForce RTX 5090

To match 1x AMD Radeon PRO W7900

NVIDIA L4
Compute (FP32-eq)
1.01x
Need 1.01x L4
FP32 Compute
2.01x
Need 2.01x L4
VRAM
2.00x
Need 2.00x L4
Memory Bandwidth
2.88x
Need 2.88x L4
AMD MI325X
Compute (FP32-eq)
0.09x
MI325X is 11.48x faster
FP32 Compute
0.35x
MI325X is 2.87x faster
VRAM
0.19x
MI325X has 5.33x more
Memory Bandwidth
0.14x
MI325X has 6.94x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.58x
GeForce RTX 5090 is 1.72x faster
FP32 Compute
0.58x
GeForce RTX 5090 is 1.72x faster
VRAM
1.50x
Need 1.50x GeForce RTX 5090
Memory Bandwidth
0.48x
GeForce RTX 5090 has 2.07x more

To match 1x NVIDIA GeForce RTX 5090

NVIDIA L4
Compute (FP32-eq)
1.73x
Need 1.73x L4
FP32 Compute
3.46x
Need 3.46x L4
VRAM
1.33x
Need 1.33x L4
Memory Bandwidth
5.97x
Need 5.97x L4
AMD MI325X
Compute (FP32-eq)
0.15x
MI325X is 6.68x faster
FP32 Compute
0.60x
MI325X is 1.67x faster
VRAM
0.13x
MI325X has 8.00x more
Memory Bandwidth
0.30x
MI325X has 3.35x more
AMD Radeon PRO W7900
Compute (FP32-eq)
1.72x
Need 1.72x Radeon PRO W7900
FP32 Compute
1.72x
Need 1.72x Radeon PRO W7900
VRAM
0.67x
Radeon PRO W7900 has 1.50x more
Memory Bandwidth
2.07x
Need 2.07x Radeon PRO W7900

Pricing

Price TypeL4MI325XRadeon PRO W7900GeForce RTX 5090
CAPEX (Street Price)$4,000$45,000——
OPEX (per hour)$0.80/hr———
Price per TFLOPs (FP32-eq)$66$64——