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Showing 128 XPUs • 6 selected

Alibaba

Hanguang 800

AMD

MI100

23.1 TFLOPs

AMD

MI210

181 TFLOPs

AMD

MI250X

383 TFLOPs

AMD

MI300X

1,307 TFLOPs

AMD

MI325X

1,400 TFLOPs

AMD

MI350X

2,100 TFLOPs

AMD

MI355X

5,300 TFLOPs

AMD

Radeon Pro V520

23.04 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

FuriosaAI

RNGD (Renegade)

256 TFLOPs

FuriosaAI

Warboy

Google

TPU v4

275 TFLOPs

Google

TPU v5e

197 TFLOPs

Google

TPU v5p

459 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

A10G

125 TFLOPs

NVIDIA

A16

71.2 TFLOPs

NVIDIA

A30

165 TFLOPs

NVIDIA

A40

150 TFLOPs

NVIDIA

A800

312 TFLOPs

NVIDIA

B100

1,800 TFLOPs

NVIDIA

B200

2,250 TFLOPs

NVIDIA

GB200

2,500 TFLOPs

NVIDIA

GeForce GT 710

0.366 TFLOPs

NVIDIA

GeForce GT 730

0.693 TFLOPs

NVIDIA

GeForce GTX 1050 Ti

2.138 TFLOPs

NVIDIA

GeForce GTX 1060

4.375 TFLOPs

NVIDIA

GeForce GTX 1070

6.463 TFLOPs

NVIDIA

GeForce GTX 1070 Ti

8.186 TFLOPs

NVIDIA

GeForce GTX 1080

8.873 TFLOPs

NVIDIA

GeForce GTX 1080 Ti

11.34 TFLOPs

NVIDIA

GeForce GTX 1650

2.984 TFLOPs

NVIDIA

GeForce GTX 1660

5.027 TFLOPs

NVIDIA

GeForce GTX 1660 Super

5.027 TFLOPs

NVIDIA

GeForce RTX 2060

6.5 TFLOPs

NVIDIA

GeForce RTX 2060 Super

7.2 TFLOPs

NVIDIA

GeForce RTX 2070

7.5 TFLOPs

NVIDIA

GeForce RTX 2080

10.1 TFLOPs

NVIDIA

GeForce RTX 2080 Ti

13.4 TFLOPs

NVIDIA

GeForce RTX 3050

18.2 TFLOPs

NVIDIA

GeForce RTX 3060

25.4 TFLOPs

NVIDIA

GeForce RTX 3060 Ti

33.2 TFLOPs

NVIDIA

GeForce RTX 3070

40.5 TFLOPs

NVIDIA

GeForce RTX 3070 Ti

43.2 TFLOPs

NVIDIA

GeForce RTX 3080

59.2 TFLOPs

NVIDIA

GeForce RTX 3080 Ti

68.4 TFLOPs

NVIDIA

GeForce RTX 3090

71 TFLOPs

NVIDIA

GeForce RTX 3090 Ti

80 TFLOPs

NVIDIA

GeForce RTX 4060

30 TFLOPs

NVIDIA

GeForce RTX 4060 Ti

44 TFLOPs

NVIDIA

GeForce RTX 4060 Ti 16GB

44 TFLOPs

NVIDIA

GeForce RTX 4070

58.92 TFLOPs

NVIDIA

GeForce RTX 4070 Super

70 TFLOPs

NVIDIA

GeForce RTX 4070 Ti

80.16 TFLOPs

NVIDIA

GeForce RTX 4070 Ti Super

88 TFLOPs

NVIDIA

GeForce RTX 4080

97.76 TFLOPs

NVIDIA

GeForce RTX 4080 Super

104 TFLOPs

NVIDIA

GeForce RTX 4090

165.2 TFLOPs

NVIDIA

GeForce RTX 4090 D

165 TFLOPs

NVIDIA

GeForce RTX 5060

60 TFLOPs

NVIDIA

GeForce RTX 5060 Ti

88 TFLOPs

NVIDIA

GeForce RTX 5070

110 TFLOPs

NVIDIA

GeForce RTX 5070 Ti

133 TFLOPs

NVIDIA

GeForce RTX 5080

171 TFLOPs

NVIDIA

GeForce RTX 5090

318 TFLOPs

NVIDIA

GH200

989 TFLOPs

NVIDIA

H100 SXM

1,979 TFLOPs

NVIDIA

H200 SXM

1,979 TFLOPs

NVIDIA

K80

8.73 TFLOPs

NVIDIA

L4

121 TFLOPs

NVIDIA

L40

181.05 TFLOPs

NVIDIA

L40S

733 TFLOPs

NVIDIA

P100

9.3 TFLOPs

NVIDIA

P4

5.5 TFLOPs

NVIDIA

P40

12 TFLOPs

NVIDIA

Quadro K620

0.768 TFLOPs

NVIDIA

Quadro M4000

2.57 TFLOPs

NVIDIA

Quadro M60

4.825 TFLOPs

NVIDIA

Quadro P1000

1.894 TFLOPs

NVIDIA

Quadro P4000

5.304 TFLOPs

NVIDIA

Quadro P5000

8.873 TFLOPs

NVIDIA

Quadro P600

1.117 TFLOPs

NVIDIA

Quadro P6000

12.63 TFLOPs

NVIDIA

Quadro P620

1.386 TFLOPs

NVIDIA

Quadro RTX 6000

130.5 TFLOPs

NVIDIA

RTX 4000

57.6 TFLOPs

NVIDIA

RTX 4000 SFF Ada Generation

52 TFLOPs

NVIDIA

RTX 4500 Ada Generation

97 TFLOPs

NVIDIA

RTX 5000

89.2 TFLOPs

NVIDIA

RTX 5000 Ada Generation

130 TFLOPs

NVIDIA

RTX 5000 Blackwell

242 TFLOPs

NVIDIA

RTX 5880 Ada Generation

167 TFLOPs

NVIDIA

RTX 6000 Ada Generation

182.5 TFLOPs

NVIDIA

RTX 6000 Blackwell

362 TFLOPs

NVIDIA

RTX A2000

16 TFLOPs

NVIDIA

RTX A4000

38.7 TFLOPs

NVIDIA

RTX A4500

46.6 TFLOPs

NVIDIA

RTX A5000

54.2 TFLOPs

NVIDIA

RTX A6000

77.9 TFLOPs

NVIDIA

T1000

2.5 TFLOPs

NVIDIA

T4

65 TFLOPs

NVIDIA

T4G

65 TFLOPs

NVIDIA

V100S

16.4 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

SpecificationCambricon MLU370Intel Data Center GPU Max 1100NVIDIA P4NVIDIA RTX A4500NVIDIA GeForce RTX 3090NVIDIA L40
ArchitectureMLU CorePonte VecchioPascalAmpereAmpereAda Lovelace
Form Factor—OAMPCIePCIePCIePCIe
VRAM48 GB48 GB8 GB20 GB24 GB48 GB
Memory Bandwidth—1,229 GB/s192 GB/s640 GB/s936 GB/s864 GB/s
TFLOPs (FP32)—225.523.735.645
TFLOPs (FP16)—177————
TFLOPs2561775.546.671181.05
TFLOPs (FP8)——————
TDP300 W300 W75 W200 W350 W300 W
Launch DateNov 2022Jan 2023Sep 2016Oct 2021Sep 2020Oct 2022

Efficiency Metrics

MetricMLU370Data Center GPU Max 1100P4RTX A4500GeForce RTX 3090L40
TFLOPs per Watt (FP32-eq)0.430.290.070.120.100.30
Memory Bandwidth per GB—25.6 GB/s24.0 GB/s32.0 GB/s39.0 GB/s18.0 GB/s

Performance Equivalence

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

To match 1x Cambricon MLU370

Intel Data Center GPU Max 1100
Compute (FP32-eq)
1.45x
Need 1.45x Data Center GPU Max 1100
VRAM
1.00x
Data Center GPU Max 1100 has 1.00x more
NVIDIA P4
Compute (FP32-eq)
23.27x
Need 23.27x P4
VRAM
6.00x
Need 6.00x P4
NVIDIA RTX A4500
Compute (FP32-eq)
5.49x
Need 5.49x RTX A4500
VRAM
2.40x
Need 2.40x RTX A4500
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.61x
Need 3.61x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
1.41x
Need 1.41x L40
VRAM
1.00x
L40 has 1.00x more

To match 1x Intel Data Center GPU Max 1100

Cambricon MLU370
Compute (FP32-eq)
0.69x
MLU370 is 1.45x faster
VRAM
1.00x
MLU370 has 1.00x more
NVIDIA P4
Compute (FP32-eq)
16.09x
Need 16.09x P4
FP32 Compute
4.00x
Need 4.00x P4
VRAM
6.00x
Need 6.00x P4
Memory Bandwidth
6.40x
Need 6.40x P4
NVIDIA RTX A4500
Compute (FP32-eq)
3.80x
Need 3.80x RTX A4500
FP32 Compute
0.93x
RTX A4500 is 1.08x faster
VRAM
2.40x
Need 2.40x RTX A4500
Memory Bandwidth
1.92x
Need 1.92x RTX A4500
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.49x
Need 2.49x GeForce RTX 3090
FP32 Compute
0.62x
GeForce RTX 3090 is 1.62x faster
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.31x
Need 1.31x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
0.98x
L40 is 1.02x faster
FP32 Compute
0.49x
L40 is 2.05x faster
VRAM
1.00x
L40 has 1.00x more
Memory Bandwidth
1.42x
Need 1.42x L40

To match 1x NVIDIA P4

Cambricon MLU370
Compute (FP32-eq)
0.04x
MLU370 is 23.27x faster
VRAM
0.17x
MLU370 has 6.00x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.06x
Data Center GPU Max 1100 is 16.09x faster
FP32 Compute
0.25x
Data Center GPU Max 1100 is 4.00x faster
VRAM
0.17x
Data Center GPU Max 1100 has 6.00x more
Memory Bandwidth
0.16x
Data Center GPU Max 1100 has 6.40x more
NVIDIA RTX A4500
Compute (FP32-eq)
0.24x
RTX A4500 is 4.24x faster
FP32 Compute
0.23x
RTX A4500 is 4.31x faster
VRAM
0.40x
RTX A4500 has 2.50x more
Memory Bandwidth
0.30x
RTX A4500 has 3.33x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.15x
GeForce RTX 3090 is 6.45x faster
FP32 Compute
0.15x
GeForce RTX 3090 is 6.47x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.21x
GeForce RTX 3090 has 4.88x more
NVIDIA L40
Compute (FP32-eq)
0.06x
L40 is 16.46x faster
FP32 Compute
0.12x
L40 is 8.18x faster
VRAM
0.17x
L40 has 6.00x more
Memory Bandwidth
0.22x
L40 has 4.50x more

To match 1x NVIDIA RTX A4500

Cambricon MLU370
Compute (FP32-eq)
0.18x
MLU370 is 5.49x faster
VRAM
0.42x
MLU370 has 2.40x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.26x
Data Center GPU Max 1100 is 3.80x faster
FP32 Compute
1.08x
Need 1.08x Data Center GPU Max 1100
VRAM
0.42x
Data Center GPU Max 1100 has 2.40x more
Memory Bandwidth
0.52x
Data Center GPU Max 1100 has 1.92x more
NVIDIA P4
Compute (FP32-eq)
4.24x
Need 4.24x P4
FP32 Compute
4.31x
Need 4.31x P4
VRAM
2.50x
Need 2.50x P4
Memory Bandwidth
3.33x
Need 3.33x P4
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.66x
GeForce RTX 3090 is 1.52x faster
FP32 Compute
0.67x
GeForce RTX 3090 is 1.50x faster
VRAM
0.83x
GeForce RTX 3090 has 1.20x more
Memory Bandwidth
0.68x
GeForce RTX 3090 has 1.46x more
NVIDIA L40
Compute (FP32-eq)
0.26x
L40 is 3.89x faster
FP32 Compute
0.53x
L40 is 1.90x faster
VRAM
0.42x
L40 has 2.40x more
Memory Bandwidth
0.74x
L40 has 1.35x more

To match 1x NVIDIA GeForce RTX 3090

Cambricon MLU370
Compute (FP32-eq)
0.28x
MLU370 is 3.61x faster
VRAM
0.50x
MLU370 has 2.00x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.40x
Data Center GPU Max 1100 is 2.49x faster
FP32 Compute
1.62x
Need 1.62x Data Center GPU Max 1100
VRAM
0.50x
Data Center GPU Max 1100 has 2.00x more
Memory Bandwidth
0.76x
Data Center GPU Max 1100 has 1.31x more
NVIDIA P4
Compute (FP32-eq)
6.45x
Need 6.45x P4
FP32 Compute
6.47x
Need 6.47x P4
VRAM
3.00x
Need 3.00x P4
Memory Bandwidth
4.88x
Need 4.88x P4
NVIDIA RTX A4500
Compute (FP32-eq)
1.52x
Need 1.52x RTX A4500
FP32 Compute
1.50x
Need 1.50x RTX A4500
VRAM
1.20x
Need 1.20x RTX A4500
Memory Bandwidth
1.46x
Need 1.46x RTX A4500
NVIDIA L40
Compute (FP32-eq)
0.39x
L40 is 2.55x faster
FP32 Compute
0.79x
L40 is 1.26x faster
VRAM
0.50x
L40 has 2.00x more
Memory Bandwidth
1.08x
Need 1.08x L40

To match 1x NVIDIA L40

Cambricon MLU370
Compute (FP32-eq)
0.71x
MLU370 is 1.41x faster
VRAM
1.00x
MLU370 has 1.00x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
1.02x
Need 1.02x Data Center GPU Max 1100
FP32 Compute
2.05x
Need 2.05x Data Center GPU Max 1100
VRAM
1.00x
Data Center GPU Max 1100 has 1.00x more
Memory Bandwidth
0.70x
Data Center GPU Max 1100 has 1.42x more
NVIDIA P4
Compute (FP32-eq)
16.46x
Need 16.46x P4
FP32 Compute
8.18x
Need 8.18x P4
VRAM
6.00x
Need 6.00x P4
Memory Bandwidth
4.50x
Need 4.50x P4
NVIDIA RTX A4500
Compute (FP32-eq)
3.89x
Need 3.89x RTX A4500
FP32 Compute
1.90x
Need 1.90x RTX A4500
VRAM
2.40x
Need 2.40x RTX A4500
Memory Bandwidth
1.35x
Need 1.35x RTX A4500
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.55x
Need 2.55x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.92x
GeForce RTX 3090 has 1.08x more

Pricing

Price TypeMLU370Data Center GPU Max 1100P4RTX A4500GeForce RTX 3090L40
CAPEX (Street Price)—$5,000————
OPEX (per hour)——$0.04/hr$0.34/hr$0.11/hr$0.69/hr
Price per TFLOPs (FP32-eq)—$56————