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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

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 MI325XNVIDIA K80NVIDIA GeForce RTX 3060 TiNVIDIA GeForce RTX 3090NVIDIA V100SNVIDIA A100 SXM
ArchitectureCDNA 3.5KeplerAmpereAmpereVoltaAmpere
Form FactorOAMPCIePCIePCIePCIeSXM
VRAM256 GB24 GB8 GB24 GB32 GB80 GB
Memory Bandwidth6,000 GB/s480 GB/s448 GB/s936 GB/s1,134 GB/s2,039 GB/s
TFLOPs (FP32)2078.7316.235.616.419.5
TFLOPs (FP16)1,400————312
TFLOPs1,4008.7333.27116.4312
TFLOPs (FP8)2,800—————
TDP800 W300 W200 W350 W250 W400 W
Launch DateOct 2024Nov 2014Dec 2020Sep 2020Nov 2019May 2020

Efficiency Metrics

MetricMI325XK80GeForce RTX 3060 TiGeForce RTX 3090V100SA100 SXM
TFLOPs per Watt (FP32-eq)0.880.030.080.100.070.39
Memory Bandwidth per GB23.4 GB/s20.0 GB/s56.0 GB/s39.0 GB/s35.4 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 MI325X

NVIDIA K80
Compute (FP32-eq)
80.18x
Need 80.18x K80
FP32 Compute
23.71x
Need 23.71x K80
VRAM
10.67x
Need 10.67x K80
Memory Bandwidth
12.50x
Need 12.50x K80
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
42.17x
Need 42.17x GeForce RTX 3060 Ti
FP32 Compute
12.78x
Need 12.78x GeForce RTX 3060 Ti
VRAM
32.00x
Need 32.00x GeForce RTX 3060 Ti
Memory Bandwidth
13.39x
Need 13.39x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
19.72x
Need 19.72x GeForce RTX 3090
FP32 Compute
5.81x
Need 5.81x GeForce RTX 3090
VRAM
10.67x
Need 10.67x GeForce RTX 3090
Memory Bandwidth
6.41x
Need 6.41x GeForce RTX 3090
NVIDIA V100S
Compute (FP32-eq)
42.68x
Need 42.68x V100S
FP32 Compute
12.62x
Need 12.62x V100S
VRAM
8.00x
Need 8.00x V100S
Memory Bandwidth
5.29x
Need 5.29x V100S
NVIDIA A100 SXM
Compute (FP32-eq)
4.49x
Need 4.49x A100 SXM
FP32 Compute
10.62x
Need 10.62x A100 SXM
VRAM
3.20x
Need 3.20x A100 SXM
Memory Bandwidth
2.94x
Need 2.94x A100 SXM

To match 1x NVIDIA K80

AMD MI325X
Compute (FP32-eq)
0.01x
MI325X is 80.18x faster
FP32 Compute
0.04x
MI325X is 23.71x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.08x
MI325X has 12.50x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.53x
GeForce RTX 3060 Ti is 1.90x faster
FP32 Compute
0.54x
GeForce RTX 3060 Ti is 1.86x faster
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
1.07x
Need 1.07x GeForce RTX 3060 Ti
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 V100S
Compute (FP32-eq)
0.53x
V100S is 1.88x faster
FP32 Compute
0.53x
V100S is 1.88x faster
VRAM
0.75x
V100S has 1.33x more
Memory Bandwidth
0.42x
V100S has 2.36x 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 GeForce RTX 3060 Ti

AMD MI325X
Compute (FP32-eq)
0.02x
MI325X is 42.17x faster
FP32 Compute
0.08x
MI325X is 12.78x faster
VRAM
0.03x
MI325X has 32.00x more
Memory Bandwidth
0.07x
MI325X has 13.39x more
NVIDIA K80
Compute (FP32-eq)
1.90x
Need 1.90x K80
FP32 Compute
1.86x
Need 1.86x K80
VRAM
0.33x
K80 has 3.00x more
Memory Bandwidth
0.93x
K80 has 1.07x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.47x
GeForce RTX 3090 is 2.14x faster
FP32 Compute
0.46x
GeForce RTX 3090 is 2.20x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA V100S
Compute (FP32-eq)
1.01x
Need 1.01x V100S
FP32 Compute
0.99x
V100S is 1.01x faster
VRAM
0.25x
V100S has 4.00x more
Memory Bandwidth
0.40x
V100S has 2.53x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.11x
A100 SXM is 9.40x faster
FP32 Compute
0.83x
A100 SXM is 1.20x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more

To match 1x NVIDIA GeForce RTX 3090

AMD MI325X
Compute (FP32-eq)
0.05x
MI325X is 19.72x faster
FP32 Compute
0.17x
MI325X is 5.81x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.16x
MI325X has 6.41x more
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 GeForce RTX 3060 Ti
Compute (FP32-eq)
2.14x
Need 2.14x GeForce RTX 3060 Ti
FP32 Compute
2.20x
Need 2.20x GeForce RTX 3060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 3060 Ti
NVIDIA V100S
Compute (FP32-eq)
2.16x
Need 2.16x V100S
FP32 Compute
2.17x
Need 2.17x V100S
VRAM
0.75x
V100S has 1.33x more
Memory Bandwidth
0.83x
V100S has 1.21x 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 V100S

AMD MI325X
Compute (FP32-eq)
0.02x
MI325X is 42.68x faster
FP32 Compute
0.08x
MI325X is 12.62x faster
VRAM
0.13x
MI325X has 8.00x more
Memory Bandwidth
0.19x
MI325X has 5.29x more
NVIDIA K80
Compute (FP32-eq)
1.88x
Need 1.88x K80
FP32 Compute
1.88x
Need 1.88x K80
VRAM
1.33x
Need 1.33x K80
Memory Bandwidth
2.36x
Need 2.36x K80
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.99x
GeForce RTX 3060 Ti is 1.01x faster
FP32 Compute
1.01x
Need 1.01x GeForce RTX 3060 Ti
VRAM
4.00x
Need 4.00x GeForce RTX 3060 Ti
Memory Bandwidth
2.53x
Need 2.53x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.46x
GeForce RTX 3090 is 2.16x faster
FP32 Compute
0.46x
GeForce RTX 3090 is 2.17x faster
VRAM
1.33x
Need 1.33x GeForce RTX 3090
Memory Bandwidth
1.21x
Need 1.21x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.11x
A100 SXM is 9.51x faster
FP32 Compute
0.84x
A100 SXM is 1.19x faster
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.56x
A100 SXM has 1.80x more

To match 1x NVIDIA A100 SXM

AMD MI325X
Compute (FP32-eq)
0.22x
MI325X is 4.49x faster
FP32 Compute
0.09x
MI325X is 10.62x faster
VRAM
0.31x
MI325X has 3.20x more
Memory Bandwidth
0.34x
MI325X has 2.94x more
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 GeForce RTX 3060 Ti
Compute (FP32-eq)
9.40x
Need 9.40x GeForce RTX 3060 Ti
FP32 Compute
1.20x
Need 1.20x GeForce RTX 3060 Ti
VRAM
10.00x
Need 10.00x GeForce RTX 3060 Ti
Memory Bandwidth
4.55x
Need 4.55x GeForce RTX 3060 Ti
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 V100S
Compute (FP32-eq)
9.51x
Need 9.51x V100S
FP32 Compute
1.19x
Need 1.19x V100S
VRAM
2.50x
Need 2.50x V100S
Memory Bandwidth
1.80x
Need 1.80x V100S

Pricing

Price TypeMI325XK80GeForce RTX 3060 TiGeForce RTX 3090V100SA100 SXM
CAPEX (Street Price)$45,000————$15,000
OPEX (per hour)$36.92/hr$0.18/hr$0.05/hr$0.11/hr$0.88/hr$4.05/hr
Price per TFLOPs (FP32-eq)$64————$96