Compare XPUs

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Showing 128 XPUs • 7 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

Maximum of 5 XPUs can be compared at once. Deselect one to add another.

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 A30NVIDIA K80NVIDIA P40NVIDIA GeForce GT 710NVIDIA GeForce RTX 3090NVIDIA P100NVIDIA A100 SXM
ArchitectureAmpereKeplerPascalKeplerAmperePascalAmpere
Form FactorPCIePCIePCIePCIePCIeSXMSXM
VRAM24 GB24 GB24 GB2 GB24 GB16 GB80 GB
Memory Bandwidth933 GB/s480 GB/s346 GB/s14.4 GB/s936 GB/s732 GB/s2,039 GB/s
TFLOPs (FP32)10.38.73120.36635.69.319.5
TFLOPs (FP16)——————312
TFLOPs1658.73120.366719.3312
TFLOPs (FP8)———————
TDP165 W300 W250 W19 W350 W300 W400 W
Launch DateApr 2021Nov 2014Sep 2016Mar 2014Sep 2020Apr 2016May 2020

Efficiency Metrics

MetricA30K80P40GeForce GT 710GeForce RTX 3090P100A100 SXM
TFLOPs per Watt (FP32-eq)0.500.030.050.020.100.030.39
Memory Bandwidth per GB38.9 GB/s20.0 GB/s14.4 GB/s7.2 GB/s39.0 GB/s45.8 GB/s25.5 GB/s

Performance Equivalence

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

To match 1x NVIDIA A30

NVIDIA K80
Compute (FP32-eq)
9.45x
Need 9.45x K80
FP32 Compute
1.18x
Need 1.18x K80
VRAM
1.00x
K80 has 1.00x more
Memory Bandwidth
1.94x
Need 1.94x K80
NVIDIA P40
Compute (FP32-eq)
6.88x
Need 6.88x P40
FP32 Compute
0.86x
P40 is 1.17x faster
VRAM
1.00x
P40 has 1.00x more
Memory Bandwidth
2.70x
Need 2.70x P40
NVIDIA GeForce GT 710
Compute (FP32-eq)
225.41x
Need 225.41x GeForce GT 710
FP32 Compute
28.14x
Need 28.14x GeForce GT 710
VRAM
12.00x
Need 12.00x GeForce GT 710
Memory Bandwidth
64.79x
Need 64.79x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.32x
Need 2.32x GeForce RTX 3090
FP32 Compute
0.29x
GeForce RTX 3090 is 3.46x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
1.00x
GeForce RTX 3090 has 1.00x more
NVIDIA P100
Compute (FP32-eq)
8.87x
Need 8.87x P100
FP32 Compute
1.11x
Need 1.11x P100
VRAM
1.50x
Need 1.50x P100
Memory Bandwidth
1.27x
Need 1.27x P100
NVIDIA A100 SXM
Compute (FP32-eq)
0.53x
A100 SXM is 1.89x faster
FP32 Compute
0.53x
A100 SXM is 1.89x faster
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.46x
A100 SXM has 2.19x more

To match 1x NVIDIA K80

NVIDIA A30
Compute (FP32-eq)
0.11x
A30 is 9.45x faster
FP32 Compute
0.85x
A30 is 1.18x faster
VRAM
1.00x
A30 has 1.00x more
Memory Bandwidth
0.51x
A30 has 1.94x more
NVIDIA P40
Compute (FP32-eq)
0.73x
P40 is 1.37x faster
FP32 Compute
0.73x
P40 is 1.37x faster
VRAM
1.00x
P40 has 1.00x more
Memory Bandwidth
1.39x
Need 1.39x P40
NVIDIA GeForce GT 710
Compute (FP32-eq)
23.85x
Need 23.85x GeForce GT 710
FP32 Compute
23.85x
Need 23.85x GeForce GT 710
VRAM
12.00x
Need 12.00x GeForce GT 710
Memory Bandwidth
33.33x
Need 33.33x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.25x
GeForce RTX 3090 is 4.07x faster
FP32 Compute
0.25x
GeForce RTX 3090 is 4.08x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.51x
GeForce RTX 3090 has 1.95x more
NVIDIA P100
Compute (FP32-eq)
0.94x
P100 is 1.07x faster
FP32 Compute
0.94x
P100 is 1.07x faster
VRAM
1.50x
Need 1.50x P100
Memory Bandwidth
0.66x
P100 has 1.53x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 17.87x faster
FP32 Compute
0.45x
A100 SXM is 2.23x faster
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.24x
A100 SXM has 4.25x more

To match 1x NVIDIA P40

NVIDIA A30
Compute (FP32-eq)
0.15x
A30 is 6.88x faster
FP32 Compute
1.17x
Need 1.17x A30
VRAM
1.00x
A30 has 1.00x more
Memory Bandwidth
0.37x
A30 has 2.70x more
NVIDIA K80
Compute (FP32-eq)
1.37x
Need 1.37x K80
FP32 Compute
1.37x
Need 1.37x K80
VRAM
1.00x
K80 has 1.00x more
Memory Bandwidth
0.72x
K80 has 1.39x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
32.79x
Need 32.79x GeForce GT 710
FP32 Compute
32.79x
Need 32.79x GeForce GT 710
VRAM
12.00x
Need 12.00x GeForce GT 710
Memory Bandwidth
24.03x
Need 24.03x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.34x
GeForce RTX 3090 is 2.96x faster
FP32 Compute
0.34x
GeForce RTX 3090 is 2.97x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.37x
GeForce RTX 3090 has 2.71x more
NVIDIA P100
Compute (FP32-eq)
1.29x
Need 1.29x P100
FP32 Compute
1.29x
Need 1.29x P100
VRAM
1.50x
Need 1.50x P100
Memory Bandwidth
0.47x
P100 has 2.12x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.08x
A100 SXM is 13.00x faster
FP32 Compute
0.62x
A100 SXM is 1.63x faster
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.17x
A100 SXM has 5.89x more

To match 1x NVIDIA GeForce GT 710

NVIDIA A30
Compute (FP32-eq)
0.00x
A30 is 225.41x faster
FP32 Compute
0.04x
A30 is 28.14x faster
VRAM
0.08x
A30 has 12.00x more
Memory Bandwidth
0.02x
A30 has 64.79x more
NVIDIA K80
Compute (FP32-eq)
0.04x
K80 is 23.85x faster
FP32 Compute
0.04x
K80 is 23.85x faster
VRAM
0.08x
K80 has 12.00x more
Memory Bandwidth
0.03x
K80 has 33.33x more
NVIDIA P40
Compute (FP32-eq)
0.03x
P40 is 32.79x faster
FP32 Compute
0.03x
P40 is 32.79x faster
VRAM
0.08x
P40 has 12.00x more
Memory Bandwidth
0.04x
P40 has 24.03x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.01x
GeForce RTX 3090 is 96.99x faster
FP32 Compute
0.01x
GeForce RTX 3090 is 97.27x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.02x
GeForce RTX 3090 has 65.00x more
NVIDIA P100
Compute (FP32-eq)
0.04x
P100 is 25.41x faster
FP32 Compute
0.04x
P100 is 25.41x faster
VRAM
0.13x
P100 has 8.00x more
Memory Bandwidth
0.02x
P100 has 50.83x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.00x
A100 SXM is 426.23x faster
FP32 Compute
0.02x
A100 SXM is 53.28x faster
VRAM
0.03x
A100 SXM has 40.00x more
Memory Bandwidth
0.01x
A100 SXM has 141.60x more

To match 1x NVIDIA GeForce RTX 3090

NVIDIA A30
Compute (FP32-eq)
0.43x
A30 is 2.32x faster
FP32 Compute
3.46x
Need 3.46x A30
VRAM
1.00x
A30 has 1.00x more
Memory Bandwidth
1.00x
Need 1.00x A30
NVIDIA K80
Compute (FP32-eq)
4.07x
Need 4.07x K80
FP32 Compute
4.08x
Need 4.08x K80
VRAM
1.00x
K80 has 1.00x more
Memory Bandwidth
1.95x
Need 1.95x K80
NVIDIA P40
Compute (FP32-eq)
2.96x
Need 2.96x P40
FP32 Compute
2.97x
Need 2.97x P40
VRAM
1.00x
P40 has 1.00x more
Memory Bandwidth
2.71x
Need 2.71x P40
NVIDIA GeForce GT 710
Compute (FP32-eq)
96.99x
Need 96.99x GeForce GT 710
FP32 Compute
97.27x
Need 97.27x GeForce GT 710
VRAM
12.00x
Need 12.00x GeForce GT 710
Memory Bandwidth
65.00x
Need 65.00x GeForce GT 710
NVIDIA P100
Compute (FP32-eq)
3.82x
Need 3.82x P100
FP32 Compute
3.83x
Need 3.83x P100
VRAM
1.50x
Need 1.50x P100
Memory Bandwidth
1.28x
Need 1.28x P100
NVIDIA A100 SXM
Compute (FP32-eq)
0.23x
A100 SXM is 4.39x faster
FP32 Compute
1.83x
Need 1.83x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.46x
A100 SXM has 2.18x more

To match 1x NVIDIA P100

NVIDIA A30
Compute (FP32-eq)
0.11x
A30 is 8.87x faster
FP32 Compute
0.90x
A30 is 1.11x faster
VRAM
0.67x
A30 has 1.50x more
Memory Bandwidth
0.78x
A30 has 1.27x more
NVIDIA K80
Compute (FP32-eq)
1.07x
Need 1.07x K80
FP32 Compute
1.07x
Need 1.07x K80
VRAM
0.67x
K80 has 1.50x more
Memory Bandwidth
1.52x
Need 1.52x K80
NVIDIA P40
Compute (FP32-eq)
0.78x
P40 is 1.29x faster
FP32 Compute
0.78x
P40 is 1.29x faster
VRAM
0.67x
P40 has 1.50x more
Memory Bandwidth
2.12x
Need 2.12x P40
NVIDIA GeForce GT 710
Compute (FP32-eq)
25.41x
Need 25.41x GeForce GT 710
FP32 Compute
25.41x
Need 25.41x GeForce GT 710
VRAM
8.00x
Need 8.00x GeForce GT 710
Memory Bandwidth
50.83x
Need 50.83x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.26x
GeForce RTX 3090 is 3.82x faster
FP32 Compute
0.26x
GeForce RTX 3090 is 3.83x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.78x
GeForce RTX 3090 has 1.28x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 16.77x faster
FP32 Compute
0.48x
A100 SXM is 2.10x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.36x
A100 SXM has 2.79x more

To match 1x NVIDIA A100 SXM

NVIDIA A30
Compute (FP32-eq)
1.89x
Need 1.89x A30
FP32 Compute
1.89x
Need 1.89x A30
VRAM
3.33x
Need 3.33x A30
Memory Bandwidth
2.19x
Need 2.19x A30
NVIDIA K80
Compute (FP32-eq)
17.87x
Need 17.87x K80
FP32 Compute
2.23x
Need 2.23x K80
VRAM
3.33x
Need 3.33x K80
Memory Bandwidth
4.25x
Need 4.25x K80
NVIDIA P40
Compute (FP32-eq)
13.00x
Need 13.00x P40
FP32 Compute
1.63x
Need 1.63x P40
VRAM
3.33x
Need 3.33x P40
Memory Bandwidth
5.89x
Need 5.89x P40
NVIDIA GeForce GT 710
Compute (FP32-eq)
426.23x
Need 426.23x GeForce GT 710
FP32 Compute
53.28x
Need 53.28x GeForce GT 710
VRAM
40.00x
Need 40.00x GeForce GT 710
Memory Bandwidth
141.60x
Need 141.60x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
4.39x
Need 4.39x GeForce RTX 3090
FP32 Compute
0.55x
GeForce RTX 3090 is 1.83x faster
VRAM
3.33x
Need 3.33x GeForce RTX 3090
Memory Bandwidth
2.18x
Need 2.18x GeForce RTX 3090
NVIDIA P100
Compute (FP32-eq)
16.77x
Need 16.77x P100
FP32 Compute
2.10x
Need 2.10x P100
VRAM
5.00x
Need 5.00x P100
Memory Bandwidth
2.79x
Need 2.79x P100

Pricing

Price TypeA30K80P40GeForce GT 710GeForce RTX 3090P100A100 SXM
CAPEX (Street Price)——————$15,000
OPEX (per hour)$0.22/hr$0.18/hr$2.07/hr$0.07/hr$0.11/hr$0.28/hr$4.05/hr
Price per TFLOPs (FP32-eq)——————$96