Compare XPUs

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Showing 72 XPUs • 5 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

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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 L4NVIDIA A40AMD MI210AMD MI325XBaidu Kunlun II
ArchitectureAda LovelaceAmpereCDNA 2CDNA 3.5Kunlun Core
Form FactorPCIePCIePCIeOAM—
VRAM24 GB48 GB64 GB256 GB32 GB
Memory Bandwidth300 GB/s696 GB/s1,638 GB/s6,000 GB/s—
TFLOPs (FP32)30.337.445.3175—
TFLOPs (FP16)2421501811,400256
TFLOPs1211501811,400—
TFLOPs (FP8)485——2,800—
TDP72 W300 W300 W800 W200 W
Launch DateMar 2023Oct 2020Jan 2022Oct 2024Aug 2021

Efficiency Metrics

MetricL4A40MI210MI325XKunlun II
TFLOPs per Watt (FP32-eq)0.840.250.300.88—
Memory Bandwidth per GB12.5 GB/s14.5 GB/s25.6 GB/s23.4 GB/s—

Performance Equivalence

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

To match 1x NVIDIA L4

NVIDIA A40
Compute (FP32-eq)
0.81x
A40 is 1.24x faster
FP32 Compute
0.81x
A40 is 1.23x faster
VRAM
0.50x
A40 has 2.00x more
Memory Bandwidth
0.43x
A40 has 2.32x more
AMD MI210
Compute (FP32-eq)
0.67x
MI210 is 1.50x faster
FP32 Compute
0.67x
MI210 is 1.50x faster
VRAM
0.38x
MI210 has 2.67x more
Memory Bandwidth
0.18x
MI210 has 5.46x more
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
Baidu Kunlun II
VRAM
0.75x
Kunlun II has 1.33x more

To match 1x NVIDIA A40

NVIDIA L4
Compute (FP32-eq)
1.24x
Need 1.24x L4
FP32 Compute
1.23x
Need 1.23x L4
VRAM
2.00x
Need 2.00x L4
Memory Bandwidth
2.32x
Need 2.32x L4
AMD MI210
Compute (FP32-eq)
0.83x
MI210 is 1.21x faster
FP32 Compute
0.83x
MI210 is 1.21x faster
VRAM
0.75x
MI210 has 1.33x more
Memory Bandwidth
0.42x
MI210 has 2.35x more
AMD MI325X
Compute (FP32-eq)
0.11x
MI325X is 9.33x faster
FP32 Compute
0.21x
MI325X is 4.68x faster
VRAM
0.19x
MI325X has 5.33x more
Memory Bandwidth
0.12x
MI325X has 8.62x more
Baidu Kunlun II
VRAM
1.50x
Need 1.50x Kunlun II

To match 1x AMD MI210

NVIDIA L4
Compute (FP32-eq)
1.50x
Need 1.50x L4
FP32 Compute
1.50x
Need 1.50x L4
VRAM
2.67x
Need 2.67x L4
Memory Bandwidth
5.46x
Need 5.46x L4
NVIDIA A40
Compute (FP32-eq)
1.21x
Need 1.21x A40
FP32 Compute
1.21x
Need 1.21x A40
VRAM
1.33x
Need 1.33x A40
Memory Bandwidth
2.35x
Need 2.35x A40
AMD MI325X
Compute (FP32-eq)
0.13x
MI325X is 7.73x faster
FP32 Compute
0.26x
MI325X is 3.86x faster
VRAM
0.25x
MI325X has 4.00x more
Memory Bandwidth
0.27x
MI325X has 3.66x more
Baidu Kunlun II
VRAM
2.00x
Need 2.00x Kunlun II

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
NVIDIA A40
Compute (FP32-eq)
9.33x
Need 9.33x A40
FP32 Compute
4.68x
Need 4.68x A40
VRAM
5.33x
Need 5.33x A40
Memory Bandwidth
8.62x
Need 8.62x A40
AMD MI210
Compute (FP32-eq)
7.73x
Need 7.73x MI210
FP32 Compute
3.86x
Need 3.86x MI210
VRAM
4.00x
Need 4.00x MI210
Memory Bandwidth
3.66x
Need 3.66x MI210
Baidu Kunlun II
VRAM
8.00x
Need 8.00x Kunlun II

To match 1x Baidu Kunlun II

NVIDIA L4
VRAM
1.33x
Need 1.33x L4
NVIDIA A40
VRAM
0.67x
A40 has 1.50x more
AMD MI210
VRAM
0.50x
MI210 has 2.00x more
AMD MI325X
VRAM
0.13x
MI325X has 8.00x more

Pricing

Price TypeL4A40MI210MI325XKunlun II
CAPEX (Street Price)$4,000—$6,000$45,000—
OPEX (per hour)$0.80/hr————
Price per TFLOPs (FP32-eq)$66—$66$64—