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 L40SNVIDIA A10AMD MI210AMD MI350XBaidu Kunlun II
ArchitectureAda LovelaceAmpereCDNA 2CDNA 4Kunlun Core
Form FactorPCIePCIePCIeOAM—
VRAM48 GB24 GB64 GB288 GB32 GB
Memory Bandwidth864 GB/s600 GB/s1,638 GB/s——
TFLOPs (FP32)91.631.245.3——
TFLOPs (FP16)733125181—256
TFLOPs7331251812,100—
TFLOPs (FP8)1,466————
TDP350 W150 W300 W850 W200 W
Launch DateOct 2023Apr 2021Jan 2022Jun 2025Aug 2021

Efficiency Metrics

MetricL40SA10MI210MI350XKunlun II
TFLOPs per Watt (FP32-eq)1.050.420.301.24—
Memory Bandwidth per GB18.0 GB/s25.0 GB/s25.6 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
AMD MI210
Compute (FP32-eq)
4.05x
Need 4.05x MI210
FP32 Compute
2.02x
Need 2.02x MI210
VRAM
0.75x
MI210 has 1.33x more
Memory Bandwidth
0.53x
MI210 has 1.90x more
AMD MI350X
Compute (FP32-eq)
0.35x
MI350X is 2.86x faster
VRAM
0.17x
MI350X has 6.00x more
Baidu Kunlun II
VRAM
1.50x
Need 1.50x Kunlun II

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
AMD MI210
Compute (FP32-eq)
0.69x
MI210 is 1.45x faster
FP32 Compute
0.69x
MI210 is 1.45x faster
VRAM
0.38x
MI210 has 2.67x more
Memory Bandwidth
0.37x
MI210 has 2.73x more
AMD MI350X
Compute (FP32-eq)
0.06x
MI350X is 16.80x faster
VRAM
0.08x
MI350X has 12.00x more
Baidu Kunlun II
VRAM
0.75x
Kunlun II has 1.33x more

To match 1x AMD MI210

NVIDIA L40S
Compute (FP32-eq)
0.25x
L40S is 4.05x faster
FP32 Compute
0.49x
L40S is 2.02x faster
VRAM
1.33x
Need 1.33x L40S
Memory Bandwidth
1.90x
Need 1.90x L40S
NVIDIA A10
Compute (FP32-eq)
1.45x
Need 1.45x A10
FP32 Compute
1.45x
Need 1.45x A10
VRAM
2.67x
Need 2.67x A10
Memory Bandwidth
2.73x
Need 2.73x A10
AMD MI350X
Compute (FP32-eq)
0.09x
MI350X is 11.60x faster
VRAM
0.22x
MI350X has 4.50x more
Baidu Kunlun II
VRAM
2.00x
Need 2.00x Kunlun II

To match 1x AMD MI350X

NVIDIA L40S
Compute (FP32-eq)
2.86x
Need 2.86x L40S
VRAM
6.00x
Need 6.00x L40S
NVIDIA A10
Compute (FP32-eq)
16.80x
Need 16.80x A10
VRAM
12.00x
Need 12.00x A10
AMD MI210
Compute (FP32-eq)
11.60x
Need 11.60x MI210
VRAM
4.50x
Need 4.50x MI210
Baidu Kunlun II
VRAM
9.00x
Need 9.00x Kunlun II

To match 1x Baidu Kunlun II

NVIDIA L40S
VRAM
0.67x
L40S has 1.50x more
NVIDIA A10
VRAM
1.33x
Need 1.33x A10
AMD MI210
VRAM
0.50x
MI210 has 2.00x more
AMD MI350X
VRAM
0.11x
MI350X has 9.00x more

Pricing

Price TypeL40SA10MI210MI350XKunlun II
CAPEX (Street Price)$10,000—$6,000——
OPEX (per hour)$1.50/hr————
Price per TFLOPs (FP32-eq)$27—$66——