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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 MI300XNVIDIA GeForce RTX 4060 Ti 16GBNVIDIA GeForce GTX 1080 TiNVIDIA GeForce RTX 3090NVIDIA V100SNVIDIA P100
ArchitectureCDNA 3Ada LovelacePascalAmpereVoltaPascal
Form FactorOAMPCIePCIePCIePCIeSXM
VRAM192 GB16 GB11 GB24 GB32 GB16 GB
Memory Bandwidth5,300 GB/s288 GB/s484 GB/s936 GB/s1,134 GB/s732 GB/s
TFLOPs (FP32)163.4—11.3435.616.49.3
TFLOPs (FP16)1,307—————
TFLOPs1,3074411.347116.49.3
TFLOPs (FP8)2,614—————
TDP750 W165 W250 W350 W250 W300 W
Launch DateDec 2023Jul 2024Mar 2017Sep 2020Nov 2019Apr 2016

Efficiency Metrics

MetricMI300XGeForce RTX 4060 Ti 16GBGeForce GTX 1080 TiGeForce RTX 3090V100SP100
TFLOPs per Watt (FP32-eq)0.870.130.050.100.070.03
Memory Bandwidth per GB27.6 GB/s18.0 GB/s44.0 GB/s39.0 GB/s35.4 GB/s45.8 GB/s

Performance Equivalence

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

To match 1x AMD MI300X

NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
29.70x
Need 29.70x GeForce RTX 4060 Ti 16GB
VRAM
12.00x
Need 12.00x GeForce RTX 4060 Ti 16GB
Memory Bandwidth
18.40x
Need 18.40x GeForce RTX 4060 Ti 16GB
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
57.63x
Need 57.63x GeForce GTX 1080 Ti
FP32 Compute
14.41x
Need 14.41x GeForce GTX 1080 Ti
VRAM
17.45x
Need 17.45x GeForce GTX 1080 Ti
Memory Bandwidth
10.95x
Need 10.95x GeForce GTX 1080 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
18.41x
Need 18.41x GeForce RTX 3090
FP32 Compute
4.59x
Need 4.59x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
5.66x
Need 5.66x GeForce RTX 3090
NVIDIA V100S
Compute (FP32-eq)
39.85x
Need 39.85x V100S
FP32 Compute
9.96x
Need 9.96x V100S
VRAM
6.00x
Need 6.00x V100S
Memory Bandwidth
4.67x
Need 4.67x V100S
NVIDIA P100
Compute (FP32-eq)
70.27x
Need 70.27x P100
FP32 Compute
17.57x
Need 17.57x P100
VRAM
12.00x
Need 12.00x P100
Memory Bandwidth
7.24x
Need 7.24x P100

To match 1x NVIDIA GeForce RTX 4060 Ti 16GB

AMD MI300X
Compute (FP32-eq)
0.03x
MI300X is 29.70x faster
VRAM
0.08x
MI300X has 12.00x more
Memory Bandwidth
0.05x
MI300X has 18.40x more
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
1.94x
Need 1.94x GeForce GTX 1080 Ti
VRAM
1.45x
Need 1.45x GeForce GTX 1080 Ti
Memory Bandwidth
0.60x
GeForce GTX 1080 Ti has 1.68x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.62x
GeForce RTX 3090 is 1.61x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.31x
GeForce RTX 3090 has 3.25x more
NVIDIA V100S
Compute (FP32-eq)
1.34x
Need 1.34x V100S
VRAM
0.50x
V100S has 2.00x more
Memory Bandwidth
0.25x
V100S has 3.94x more
NVIDIA P100
Compute (FP32-eq)
2.37x
Need 2.37x P100
VRAM
1.00x
P100 has 1.00x more
Memory Bandwidth
0.39x
P100 has 2.54x more

To match 1x NVIDIA GeForce GTX 1080 Ti

AMD MI300X
Compute (FP32-eq)
0.02x
MI300X is 57.63x faster
FP32 Compute
0.07x
MI300X is 14.41x faster
VRAM
0.06x
MI300X has 17.45x more
Memory Bandwidth
0.09x
MI300X has 10.95x more
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
0.52x
GeForce RTX 4060 Ti 16GB is 1.94x faster
VRAM
0.69x
GeForce RTX 4060 Ti 16GB has 1.45x more
Memory Bandwidth
1.68x
Need 1.68x GeForce RTX 4060 Ti 16GB
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.32x
GeForce RTX 3090 is 3.13x faster
FP32 Compute
0.32x
GeForce RTX 3090 is 3.14x faster
VRAM
0.46x
GeForce RTX 3090 has 2.18x more
Memory Bandwidth
0.52x
GeForce RTX 3090 has 1.93x more
NVIDIA V100S
Compute (FP32-eq)
0.69x
V100S is 1.45x faster
FP32 Compute
0.69x
V100S is 1.45x faster
VRAM
0.34x
V100S has 2.91x more
Memory Bandwidth
0.43x
V100S has 2.34x more
NVIDIA P100
Compute (FP32-eq)
1.22x
Need 1.22x P100
FP32 Compute
1.22x
Need 1.22x P100
VRAM
0.69x
P100 has 1.45x more
Memory Bandwidth
0.66x
P100 has 1.51x more

To match 1x NVIDIA GeForce RTX 3090

AMD MI300X
Compute (FP32-eq)
0.05x
MI300X is 18.41x faster
FP32 Compute
0.22x
MI300X is 4.59x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.18x
MI300X has 5.66x more
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
1.61x
Need 1.61x GeForce RTX 4060 Ti 16GB
VRAM
1.50x
Need 1.50x GeForce RTX 4060 Ti 16GB
Memory Bandwidth
3.25x
Need 3.25x GeForce RTX 4060 Ti 16GB
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
3.13x
Need 3.13x GeForce GTX 1080 Ti
FP32 Compute
3.14x
Need 3.14x GeForce GTX 1080 Ti
VRAM
2.18x
Need 2.18x GeForce GTX 1080 Ti
Memory Bandwidth
1.93x
Need 1.93x GeForce GTX 1080 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 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

To match 1x NVIDIA V100S

AMD MI300X
Compute (FP32-eq)
0.03x
MI300X is 39.85x faster
FP32 Compute
0.10x
MI300X is 9.96x faster
VRAM
0.17x
MI300X has 6.00x more
Memory Bandwidth
0.21x
MI300X has 4.67x more
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
0.75x
GeForce RTX 4060 Ti 16GB is 1.34x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4060 Ti 16GB
Memory Bandwidth
3.94x
Need 3.94x GeForce RTX 4060 Ti 16GB
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
1.45x
Need 1.45x GeForce GTX 1080 Ti
FP32 Compute
1.45x
Need 1.45x GeForce GTX 1080 Ti
VRAM
2.91x
Need 2.91x GeForce GTX 1080 Ti
Memory Bandwidth
2.34x
Need 2.34x GeForce GTX 1080 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 P100
Compute (FP32-eq)
1.76x
Need 1.76x P100
FP32 Compute
1.76x
Need 1.76x P100
VRAM
2.00x
Need 2.00x P100
Memory Bandwidth
1.55x
Need 1.55x P100

To match 1x NVIDIA P100

AMD MI300X
Compute (FP32-eq)
0.01x
MI300X is 70.27x faster
FP32 Compute
0.06x
MI300X is 17.57x faster
VRAM
0.08x
MI300X has 12.00x more
Memory Bandwidth
0.14x
MI300X has 7.24x more
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
0.42x
GeForce RTX 4060 Ti 16GB is 2.37x faster
VRAM
1.00x
GeForce RTX 4060 Ti 16GB has 1.00x more
Memory Bandwidth
2.54x
Need 2.54x GeForce RTX 4060 Ti 16GB
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
0.82x
GeForce GTX 1080 Ti is 1.22x faster
FP32 Compute
0.82x
GeForce GTX 1080 Ti is 1.22x faster
VRAM
1.45x
Need 1.45x GeForce GTX 1080 Ti
Memory Bandwidth
1.51x
Need 1.51x GeForce GTX 1080 Ti
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 V100S
Compute (FP32-eq)
0.57x
V100S is 1.76x faster
FP32 Compute
0.57x
V100S is 1.76x faster
VRAM
0.50x
V100S has 2.00x more
Memory Bandwidth
0.65x
V100S has 1.55x more

Pricing

Price TypeMI300XGeForce RTX 4060 Ti 16GBGeForce GTX 1080 TiGeForce RTX 3090V100SP100
CAPEX (Street Price)$35,000—————
OPEX (per hour)$10.40/hr—$0.04/hr$0.11/hr$0.88/hr$0.28/hr
Price per TFLOPs (FP32-eq)$54—————