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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

SpecificationAMD MI100NVIDIA A16NVIDIA P40NVIDIA RTX A2000NVIDIA GeForce RTX 3090NVIDIA GeForce RTX 3090 TiNVIDIA A100 SXM
ArchitectureCDNAAmperePascalAmpereAmpereAmpereAmpere
Form FactorPCIePCIePCIePCIePCIePCIeSXM
VRAM32 GB64 GB24 GB12 GB24 GB24 GB80 GB
Memory Bandwidth1,228 GB/s232 GB/s346 GB/s288 GB/s936 GB/s1,008 GB/s2,039 GB/s
TFLOPs (FP32)23.19.512835.64019.5
TFLOPs (FP16)184.6—————312
TFLOPs23.171.212167180312
TFLOPs (FP8)———————
TDP300 W250 W250 W70 W350 W450 W400 W
Launch DateNov 2020Apr 2021Sep 2016Oct 2021Sep 2020Mar 2022May 2020

Efficiency Metrics

MetricMI100A16P40RTX A2000GeForce RTX 3090GeForce RTX 3090 TiA100 SXM
TFLOPs per Watt (FP32-eq)0.080.140.050.110.100.090.39
Memory Bandwidth per GB38.4 GB/s3.6 GB/s14.4 GB/s24.0 GB/s39.0 GB/s42.0 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 AMD MI100

NVIDIA A16
Compute (FP32-eq)
0.65x
A16 is 1.54x faster
FP32 Compute
2.43x
Need 2.43x A16
VRAM
0.50x
A16 has 2.00x more
Memory Bandwidth
5.29x
Need 5.29x A16
NVIDIA P40
Compute (FP32-eq)
1.93x
Need 1.93x P40
FP32 Compute
1.93x
Need 1.93x P40
VRAM
1.33x
Need 1.33x P40
Memory Bandwidth
3.55x
Need 3.55x P40
NVIDIA RTX A2000
Compute (FP32-eq)
2.89x
Need 2.89x RTX A2000
FP32 Compute
2.89x
Need 2.89x RTX A2000
VRAM
2.67x
Need 2.67x RTX A2000
Memory Bandwidth
4.26x
Need 4.26x RTX A2000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.65x
GeForce RTX 3090 is 1.54x faster
FP32 Compute
0.65x
GeForce RTX 3090 is 1.54x faster
VRAM
1.33x
Need 1.33x GeForce RTX 3090
Memory Bandwidth
1.31x
Need 1.31x GeForce RTX 3090
NVIDIA GeForce RTX 3090 Ti
Compute (FP32-eq)
0.58x
GeForce RTX 3090 Ti is 1.73x faster
FP32 Compute
0.58x
GeForce RTX 3090 Ti is 1.73x faster
VRAM
1.33x
Need 1.33x GeForce RTX 3090 Ti
Memory Bandwidth
1.22x
Need 1.22x GeForce RTX 3090 Ti
NVIDIA A100 SXM
Compute (FP32-eq)
0.15x
A100 SXM is 6.75x faster
FP32 Compute
1.18x
Need 1.18x A100 SXM
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.60x
A100 SXM has 1.66x more

To match 1x NVIDIA A16

AMD MI100
Compute (FP32-eq)
1.54x
Need 1.54x MI100
FP32 Compute
0.41x
MI100 is 2.43x faster
VRAM
2.00x
Need 2.00x MI100
Memory Bandwidth
0.19x
MI100 has 5.29x more
NVIDIA P40
Compute (FP32-eq)
2.97x
Need 2.97x P40
FP32 Compute
0.79x
P40 is 1.26x faster
VRAM
2.67x
Need 2.67x P40
Memory Bandwidth
0.67x
P40 has 1.49x more
NVIDIA RTX A2000
Compute (FP32-eq)
4.45x
Need 4.45x RTX A2000
FP32 Compute
1.19x
Need 1.19x RTX A2000
VRAM
5.33x
Need 5.33x RTX A2000
Memory Bandwidth
0.81x
RTX A2000 has 1.24x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.00x
Need 1.00x GeForce RTX 3090
FP32 Compute
0.27x
GeForce RTX 3090 is 3.75x faster
VRAM
2.67x
Need 2.67x GeForce RTX 3090
Memory Bandwidth
0.25x
GeForce RTX 3090 has 4.03x more
NVIDIA GeForce RTX 3090 Ti
Compute (FP32-eq)
0.89x
GeForce RTX 3090 Ti is 1.12x faster
FP32 Compute
0.24x
GeForce RTX 3090 Ti is 4.21x faster
VRAM
2.67x
Need 2.67x GeForce RTX 3090 Ti
Memory Bandwidth
0.23x
GeForce RTX 3090 Ti has 4.34x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.23x
A100 SXM is 4.38x faster
FP32 Compute
0.49x
A100 SXM is 2.05x faster
VRAM
0.80x
A100 SXM has 1.25x more
Memory Bandwidth
0.11x
A100 SXM has 8.79x more

To match 1x NVIDIA P40

AMD MI100
Compute (FP32-eq)
0.52x
MI100 is 1.93x faster
FP32 Compute
0.52x
MI100 is 1.93x faster
VRAM
0.75x
MI100 has 1.33x more
Memory Bandwidth
0.28x
MI100 has 3.55x more
NVIDIA A16
Compute (FP32-eq)
0.34x
A16 is 2.97x faster
FP32 Compute
1.26x
Need 1.26x A16
VRAM
0.38x
A16 has 2.67x more
Memory Bandwidth
1.49x
Need 1.49x A16
NVIDIA RTX A2000
Compute (FP32-eq)
1.50x
Need 1.50x RTX A2000
FP32 Compute
1.50x
Need 1.50x RTX A2000
VRAM
2.00x
Need 2.00x RTX A2000
Memory Bandwidth
1.20x
Need 1.20x RTX A2000
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 GeForce RTX 3090 Ti
Compute (FP32-eq)
0.30x
GeForce RTX 3090 Ti is 3.33x faster
FP32 Compute
0.30x
GeForce RTX 3090 Ti is 3.33x faster
VRAM
1.00x
GeForce RTX 3090 Ti has 1.00x more
Memory Bandwidth
0.34x
GeForce RTX 3090 Ti has 2.91x 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 RTX A2000

AMD MI100
Compute (FP32-eq)
0.35x
MI100 is 2.89x faster
FP32 Compute
0.35x
MI100 is 2.89x faster
VRAM
0.38x
MI100 has 2.67x more
Memory Bandwidth
0.23x
MI100 has 4.26x more
NVIDIA A16
Compute (FP32-eq)
0.22x
A16 is 4.45x faster
FP32 Compute
0.84x
A16 is 1.19x faster
VRAM
0.19x
A16 has 5.33x more
Memory Bandwidth
1.24x
Need 1.24x A16
NVIDIA P40
Compute (FP32-eq)
0.67x
P40 is 1.50x faster
FP32 Compute
0.67x
P40 is 1.50x faster
VRAM
0.50x
P40 has 2.00x more
Memory Bandwidth
0.83x
P40 has 1.20x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.23x
GeForce RTX 3090 is 4.44x faster
FP32 Compute
0.22x
GeForce RTX 3090 is 4.45x faster
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.31x
GeForce RTX 3090 has 3.25x more
NVIDIA GeForce RTX 3090 Ti
Compute (FP32-eq)
0.20x
GeForce RTX 3090 Ti is 5.00x faster
FP32 Compute
0.20x
GeForce RTX 3090 Ti is 5.00x faster
VRAM
0.50x
GeForce RTX 3090 Ti has 2.00x more
Memory Bandwidth
0.29x
GeForce RTX 3090 Ti has 3.50x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.05x
A100 SXM is 19.50x faster
FP32 Compute
0.41x
A100 SXM is 2.44x faster
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.14x
A100 SXM has 7.08x more

To match 1x NVIDIA GeForce RTX 3090

AMD MI100
Compute (FP32-eq)
1.54x
Need 1.54x MI100
FP32 Compute
1.54x
Need 1.54x MI100
VRAM
0.75x
MI100 has 1.33x more
Memory Bandwidth
0.76x
MI100 has 1.31x more
NVIDIA A16
Compute (FP32-eq)
1.00x
A16 is 1.00x faster
FP32 Compute
3.75x
Need 3.75x A16
VRAM
0.38x
A16 has 2.67x more
Memory Bandwidth
4.03x
Need 4.03x A16
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 RTX A2000
Compute (FP32-eq)
4.44x
Need 4.44x RTX A2000
FP32 Compute
4.45x
Need 4.45x RTX A2000
VRAM
2.00x
Need 2.00x RTX A2000
Memory Bandwidth
3.25x
Need 3.25x RTX A2000
NVIDIA GeForce RTX 3090 Ti
Compute (FP32-eq)
0.89x
GeForce RTX 3090 Ti is 1.13x faster
FP32 Compute
0.89x
GeForce RTX 3090 Ti is 1.12x faster
VRAM
1.00x
GeForce RTX 3090 Ti has 1.00x more
Memory Bandwidth
0.93x
GeForce RTX 3090 Ti has 1.08x more
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 GeForce RTX 3090 Ti

AMD MI100
Compute (FP32-eq)
1.73x
Need 1.73x MI100
FP32 Compute
1.73x
Need 1.73x MI100
VRAM
0.75x
MI100 has 1.33x more
Memory Bandwidth
0.82x
MI100 has 1.22x more
NVIDIA A16
Compute (FP32-eq)
1.12x
Need 1.12x A16
FP32 Compute
4.21x
Need 4.21x A16
VRAM
0.38x
A16 has 2.67x more
Memory Bandwidth
4.34x
Need 4.34x A16
NVIDIA P40
Compute (FP32-eq)
3.33x
Need 3.33x P40
FP32 Compute
3.33x
Need 3.33x P40
VRAM
1.00x
P40 has 1.00x more
Memory Bandwidth
2.91x
Need 2.91x P40
NVIDIA RTX A2000
Compute (FP32-eq)
5.00x
Need 5.00x RTX A2000
FP32 Compute
5.00x
Need 5.00x RTX A2000
VRAM
2.00x
Need 2.00x RTX A2000
Memory Bandwidth
3.50x
Need 3.50x RTX A2000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.13x
Need 1.13x GeForce RTX 3090
FP32 Compute
1.12x
Need 1.12x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
1.08x
Need 1.08x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.26x
A100 SXM is 3.90x faster
FP32 Compute
2.05x
Need 2.05x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.49x
A100 SXM has 2.02x more

To match 1x NVIDIA A100 SXM

AMD MI100
Compute (FP32-eq)
6.75x
Need 6.75x MI100
FP32 Compute
0.84x
MI100 is 1.18x faster
VRAM
2.50x
Need 2.50x MI100
Memory Bandwidth
1.66x
Need 1.66x MI100
NVIDIA A16
Compute (FP32-eq)
4.38x
Need 4.38x A16
FP32 Compute
2.05x
Need 2.05x A16
VRAM
1.25x
Need 1.25x A16
Memory Bandwidth
8.79x
Need 8.79x A16
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 RTX A2000
Compute (FP32-eq)
19.50x
Need 19.50x RTX A2000
FP32 Compute
2.44x
Need 2.44x RTX A2000
VRAM
6.67x
Need 6.67x RTX A2000
Memory Bandwidth
7.08x
Need 7.08x RTX A2000
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 GeForce RTX 3090 Ti
Compute (FP32-eq)
3.90x
Need 3.90x GeForce RTX 3090 Ti
FP32 Compute
0.49x
GeForce RTX 3090 Ti is 2.05x faster
VRAM
3.33x
Need 3.33x GeForce RTX 3090 Ti
Memory Bandwidth
2.02x
Need 2.02x GeForce RTX 3090 Ti

Pricing

Price TypeMI100A16P40RTX A2000GeForce RTX 3090GeForce RTX 3090 TiA100 SXM
CAPEX (Street Price)——————$15,000
OPEX (per hour)—$0.47/hr$2.07/hr$0.04/hr$0.11/hr$0.12/hr$4.05/hr
Price per TFLOPs (FP32-eq)——————$96