Compare XPUs

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Showing 128 XPUs • 5 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

SpecificationNVIDIA A40NVIDIA P4NVIDIA GeForce GTX 1050 TiNVIDIA GeForce GTX 1660NVIDIA A100 SXM
ArchitectureAmperePascalPascalTuringAmpere
Form FactorPCIePCIePCIePCIeSXM
VRAM48 GB8 GB4 GB6 GB80 GB
Memory Bandwidth696 GB/s192 GB/s112 GB/s192 GB/s2,039 GB/s
TFLOPs (FP32)37.45.52.1385.02719.5
TFLOPs (FP16)150———312
TFLOPs1505.52.1385.027312
TFLOPs (FP8)—————
TDP300 W75 W75 W120 W400 W
Launch DateOct 2020Sep 2016Oct 2016Mar 2019May 2020

Efficiency Metrics

MetricA40P4GeForce GTX 1050 TiGeForce GTX 1660A100 SXM
TFLOPs per Watt (FP32-eq)0.250.070.030.040.39
Memory Bandwidth per GB14.5 GB/s24.0 GB/s28.0 GB/s32.0 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 A40

NVIDIA P4
Compute (FP32-eq)
13.64x
Need 13.64x P4
FP32 Compute
6.80x
Need 6.80x P4
VRAM
6.00x
Need 6.00x P4
Memory Bandwidth
3.63x
Need 3.63x P4
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
35.08x
Need 35.08x GeForce GTX 1050 Ti
FP32 Compute
17.49x
Need 17.49x GeForce GTX 1050 Ti
VRAM
12.00x
Need 12.00x GeForce GTX 1050 Ti
Memory Bandwidth
6.21x
Need 6.21x GeForce GTX 1050 Ti
NVIDIA GeForce GTX 1660
Compute (FP32-eq)
14.92x
Need 14.92x GeForce GTX 1660
FP32 Compute
7.44x
Need 7.44x GeForce GTX 1660
VRAM
8.00x
Need 8.00x GeForce GTX 1660
Memory Bandwidth
3.63x
Need 3.63x GeForce GTX 1660
NVIDIA A100 SXM
Compute (FP32-eq)
0.48x
A100 SXM is 2.08x faster
FP32 Compute
1.92x
Need 1.92x A100 SXM
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.34x
A100 SXM has 2.93x more

To match 1x NVIDIA P4

NVIDIA A40
Compute (FP32-eq)
0.07x
A40 is 13.64x faster
FP32 Compute
0.15x
A40 is 6.80x faster
VRAM
0.17x
A40 has 6.00x more
Memory Bandwidth
0.28x
A40 has 3.63x more
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
2.57x
Need 2.57x GeForce GTX 1050 Ti
FP32 Compute
2.57x
Need 2.57x GeForce GTX 1050 Ti
VRAM
2.00x
Need 2.00x GeForce GTX 1050 Ti
Memory Bandwidth
1.71x
Need 1.71x GeForce GTX 1050 Ti
NVIDIA GeForce GTX 1660
Compute (FP32-eq)
1.09x
Need 1.09x GeForce GTX 1660
FP32 Compute
1.09x
Need 1.09x GeForce GTX 1660
VRAM
1.33x
Need 1.33x GeForce GTX 1660
Memory Bandwidth
1.00x
GeForce GTX 1660 has 1.00x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.04x
A100 SXM is 28.36x faster
FP32 Compute
0.28x
A100 SXM is 3.55x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.09x
A100 SXM has 10.62x more

To match 1x NVIDIA GeForce GTX 1050 Ti

NVIDIA A40
Compute (FP32-eq)
0.03x
A40 is 35.08x faster
FP32 Compute
0.06x
A40 is 17.49x faster
VRAM
0.08x
A40 has 12.00x more
Memory Bandwidth
0.16x
A40 has 6.21x more
NVIDIA P4
Compute (FP32-eq)
0.39x
P4 is 2.57x faster
FP32 Compute
0.39x
P4 is 2.57x faster
VRAM
0.50x
P4 has 2.00x more
Memory Bandwidth
0.58x
P4 has 1.71x more
NVIDIA GeForce GTX 1660
Compute (FP32-eq)
0.43x
GeForce GTX 1660 is 2.35x faster
FP32 Compute
0.43x
GeForce GTX 1660 is 2.35x faster
VRAM
0.67x
GeForce GTX 1660 has 1.50x more
Memory Bandwidth
0.58x
GeForce GTX 1660 has 1.71x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.01x
A100 SXM is 72.97x faster
FP32 Compute
0.11x
A100 SXM is 9.12x faster
VRAM
0.05x
A100 SXM has 20.00x more
Memory Bandwidth
0.05x
A100 SXM has 18.21x more

To match 1x NVIDIA GeForce GTX 1660

NVIDIA A40
Compute (FP32-eq)
0.07x
A40 is 14.92x faster
FP32 Compute
0.13x
A40 is 7.44x faster
VRAM
0.13x
A40 has 8.00x more
Memory Bandwidth
0.28x
A40 has 3.63x more
NVIDIA P4
Compute (FP32-eq)
0.91x
P4 is 1.09x faster
FP32 Compute
0.91x
P4 is 1.09x faster
VRAM
0.75x
P4 has 1.33x more
Memory Bandwidth
1.00x
P4 has 1.00x more
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
2.35x
Need 2.35x GeForce GTX 1050 Ti
FP32 Compute
2.35x
Need 2.35x GeForce GTX 1050 Ti
VRAM
1.50x
Need 1.50x GeForce GTX 1050 Ti
Memory Bandwidth
1.71x
Need 1.71x GeForce GTX 1050 Ti
NVIDIA A100 SXM
Compute (FP32-eq)
0.03x
A100 SXM is 31.03x faster
FP32 Compute
0.26x
A100 SXM is 3.88x faster
VRAM
0.07x
A100 SXM has 13.33x more
Memory Bandwidth
0.09x
A100 SXM has 10.62x more

To match 1x NVIDIA A100 SXM

NVIDIA A40
Compute (FP32-eq)
2.08x
Need 2.08x A40
FP32 Compute
0.52x
A40 is 1.92x faster
VRAM
1.67x
Need 1.67x A40
Memory Bandwidth
2.93x
Need 2.93x A40
NVIDIA P4
Compute (FP32-eq)
28.36x
Need 28.36x P4
FP32 Compute
3.55x
Need 3.55x P4
VRAM
10.00x
Need 10.00x P4
Memory Bandwidth
10.62x
Need 10.62x P4
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
72.97x
Need 72.97x GeForce GTX 1050 Ti
FP32 Compute
9.12x
Need 9.12x GeForce GTX 1050 Ti
VRAM
20.00x
Need 20.00x GeForce GTX 1050 Ti
Memory Bandwidth
18.21x
Need 18.21x GeForce GTX 1050 Ti
NVIDIA GeForce GTX 1660
Compute (FP32-eq)
31.03x
Need 31.03x GeForce GTX 1660
FP32 Compute
3.88x
Need 3.88x GeForce GTX 1660
VRAM
13.33x
Need 13.33x GeForce GTX 1660
Memory Bandwidth
10.62x
Need 10.62x GeForce GTX 1660

Pricing

Price TypeA40P4GeForce GTX 1050 TiGeForce GTX 1660A100 SXM
CAPEX (Street Price)$6,000———$15,000
OPEX (per hour)$2.23/hr$0.04/hr$0.04/hr$0.04/hr$4.05/hr
Price per TFLOPs (FP32-eq)$80———$96