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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 MI300XNVIDIA H100 SXMNVIDIA RTX 6000 Ada GenerationNVIDIA GeForce GT 710NVIDIA GeForce RTX 3060 TiNVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureCDNA 3HopperAda LovelaceKeplerAmpereAmpereAmpere
Form FactorOAMSXMPCIePCIePCIePCIeSXM
VRAM192 GB80 GB48 GB2 GB8 GB24 GB80 GB
Memory Bandwidth5,300 GB/s3,350 GB/s960 GB/s14.4 GB/s448 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)163.46791.10.36616.235.619.5
TFLOPs (FP16)1,3071,979————312
TFLOPs1,3071,979182.50.36633.271312
TFLOPs (FP8)2,6143,958—————
TDP750 W700 W300 W19 W200 W350 W400 W
Launch DateDec 2023Sep 2022Sep 2022Mar 2014Dec 2020Sep 2020May 2020

Efficiency Metrics

MetricMI300XH100 SXMRTX 6000 Ada GenerationGeForce GT 710GeForce RTX 3060 TiGeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)0.871.410.300.020.080.100.39
Memory Bandwidth per GB27.6 GB/s41.9 GB/s20.0 GB/s7.2 GB/s56.0 GB/s39.0 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 MI300X

NVIDIA H100 SXM
Compute (FP32-eq)
0.66x
H100 SXM is 1.51x faster
FP32 Compute
2.44x
Need 2.44x H100 SXM
VRAM
2.40x
Need 2.40x H100 SXM
Memory Bandwidth
1.58x
Need 1.58x H100 SXM
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
7.16x
Need 7.16x RTX 6000 Ada Generation
FP32 Compute
1.79x
Need 1.79x RTX 6000 Ada Generation
VRAM
4.00x
Need 4.00x RTX 6000 Ada Generation
Memory Bandwidth
5.52x
Need 5.52x RTX 6000 Ada Generation
NVIDIA GeForce GT 710
Compute (FP32-eq)
1785.52x
Need 1785.52x GeForce GT 710
FP32 Compute
446.45x
Need 446.45x GeForce GT 710
VRAM
96.00x
Need 96.00x GeForce GT 710
Memory Bandwidth
368.06x
Need 368.06x GeForce GT 710
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
39.37x
Need 39.37x GeForce RTX 3060 Ti
FP32 Compute
10.09x
Need 10.09x GeForce RTX 3060 Ti
VRAM
24.00x
Need 24.00x GeForce RTX 3060 Ti
Memory Bandwidth
11.83x
Need 11.83x GeForce RTX 3060 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 A100 SXM
Compute (FP32-eq)
4.19x
Need 4.19x A100 SXM
FP32 Compute
8.38x
Need 8.38x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
2.60x
Need 2.60x A100 SXM

To match 1x NVIDIA H100 SXM

AMD MI300X
Compute (FP32-eq)
1.51x
Need 1.51x MI300X
FP32 Compute
0.41x
MI300X is 2.44x faster
VRAM
0.42x
MI300X has 2.40x more
Memory Bandwidth
0.63x
MI300X has 1.58x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
10.84x
Need 10.84x RTX 6000 Ada Generation
FP32 Compute
0.74x
RTX 6000 Ada Generation is 1.36x faster
VRAM
1.67x
Need 1.67x RTX 6000 Ada Generation
Memory Bandwidth
3.49x
Need 3.49x RTX 6000 Ada Generation
NVIDIA GeForce GT 710
Compute (FP32-eq)
2703.55x
Need 2703.55x GeForce GT 710
FP32 Compute
183.06x
Need 183.06x GeForce GT 710
VRAM
40.00x
Need 40.00x GeForce GT 710
Memory Bandwidth
232.64x
Need 232.64x GeForce GT 710
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
59.61x
Need 59.61x GeForce RTX 3060 Ti
FP32 Compute
4.14x
Need 4.14x GeForce RTX 3060 Ti
VRAM
10.00x
Need 10.00x GeForce RTX 3060 Ti
Memory Bandwidth
7.48x
Need 7.48x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
27.87x
Need 27.87x GeForce RTX 3090
FP32 Compute
1.88x
Need 1.88x GeForce RTX 3090
VRAM
3.33x
Need 3.33x GeForce RTX 3090
Memory Bandwidth
3.58x
Need 3.58x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
6.34x
Need 6.34x A100 SXM
FP32 Compute
3.44x
Need 3.44x A100 SXM
VRAM
1.00x
A100 SXM has 1.00x more
Memory Bandwidth
1.64x
Need 1.64x A100 SXM

To match 1x NVIDIA RTX 6000 Ada Generation

AMD MI300X
Compute (FP32-eq)
0.14x
MI300X is 7.16x faster
FP32 Compute
0.56x
MI300X is 1.79x faster
VRAM
0.25x
MI300X has 4.00x more
Memory Bandwidth
0.18x
MI300X has 5.52x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.09x
H100 SXM is 10.84x faster
FP32 Compute
1.36x
Need 1.36x H100 SXM
VRAM
0.60x
H100 SXM has 1.67x more
Memory Bandwidth
0.29x
H100 SXM has 3.49x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
249.32x
Need 249.32x GeForce GT 710
FP32 Compute
248.91x
Need 248.91x GeForce GT 710
VRAM
24.00x
Need 24.00x GeForce GT 710
Memory Bandwidth
66.67x
Need 66.67x GeForce GT 710
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
5.50x
Need 5.50x GeForce RTX 3060 Ti
FP32 Compute
5.62x
Need 5.62x GeForce RTX 3060 Ti
VRAM
6.00x
Need 6.00x GeForce RTX 3060 Ti
Memory Bandwidth
2.14x
Need 2.14x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.57x
Need 2.57x GeForce RTX 3090
FP32 Compute
2.56x
Need 2.56x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.03x
Need 1.03x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.58x
A100 SXM is 1.71x faster
FP32 Compute
4.67x
Need 4.67x A100 SXM
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.47x
A100 SXM has 2.12x more

To match 1x NVIDIA GeForce GT 710

AMD MI300X
Compute (FP32-eq)
0.00x
MI300X is 1785.52x faster
FP32 Compute
0.00x
MI300X is 446.45x faster
VRAM
0.01x
MI300X has 96.00x more
Memory Bandwidth
0.00x
MI300X has 368.06x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.00x
H100 SXM is 2703.55x faster
FP32 Compute
0.01x
H100 SXM is 183.06x faster
VRAM
0.03x
H100 SXM has 40.00x more
Memory Bandwidth
0.00x
H100 SXM has 232.64x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.00x
RTX 6000 Ada Generation is 249.32x faster
FP32 Compute
0.00x
RTX 6000 Ada Generation is 248.91x faster
VRAM
0.04x
RTX 6000 Ada Generation has 24.00x more
Memory Bandwidth
0.02x
RTX 6000 Ada Generation has 66.67x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.02x
GeForce RTX 3060 Ti is 45.36x faster
FP32 Compute
0.02x
GeForce RTX 3060 Ti is 44.26x faster
VRAM
0.25x
GeForce RTX 3060 Ti has 4.00x more
Memory Bandwidth
0.03x
GeForce RTX 3060 Ti has 31.11x 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 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 3060 Ti

AMD MI300X
Compute (FP32-eq)
0.03x
MI300X is 39.37x faster
FP32 Compute
0.10x
MI300X is 10.09x faster
VRAM
0.04x
MI300X has 24.00x more
Memory Bandwidth
0.08x
MI300X has 11.83x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.02x
H100 SXM is 59.61x faster
FP32 Compute
0.24x
H100 SXM is 4.14x faster
VRAM
0.10x
H100 SXM has 10.00x more
Memory Bandwidth
0.13x
H100 SXM has 7.48x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.18x
RTX 6000 Ada Generation is 5.50x faster
FP32 Compute
0.18x
RTX 6000 Ada Generation is 5.62x faster
VRAM
0.17x
RTX 6000 Ada Generation has 6.00x more
Memory Bandwidth
0.47x
RTX 6000 Ada Generation has 2.14x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
45.36x
Need 45.36x GeForce GT 710
FP32 Compute
44.26x
Need 44.26x GeForce GT 710
VRAM
4.00x
Need 4.00x GeForce GT 710
Memory Bandwidth
31.11x
Need 31.11x GeForce GT 710
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 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 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 H100 SXM
Compute (FP32-eq)
0.04x
H100 SXM is 27.87x faster
FP32 Compute
0.53x
H100 SXM is 1.88x faster
VRAM
0.30x
H100 SXM has 3.33x more
Memory Bandwidth
0.28x
H100 SXM has 3.58x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.39x
RTX 6000 Ada Generation is 2.57x faster
FP32 Compute
0.39x
RTX 6000 Ada Generation is 2.56x faster
VRAM
0.50x
RTX 6000 Ada Generation has 2.00x more
Memory Bandwidth
0.97x
RTX 6000 Ada Generation has 1.03x more
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 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 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 A100 SXM

AMD MI300X
Compute (FP32-eq)
0.24x
MI300X is 4.19x faster
FP32 Compute
0.12x
MI300X is 8.38x faster
VRAM
0.42x
MI300X has 2.40x more
Memory Bandwidth
0.38x
MI300X has 2.60x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.16x
H100 SXM is 6.34x faster
FP32 Compute
0.29x
H100 SXM is 3.44x faster
VRAM
1.00x
H100 SXM has 1.00x more
Memory Bandwidth
0.61x
H100 SXM has 1.64x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
1.71x
Need 1.71x RTX 6000 Ada Generation
FP32 Compute
0.21x
RTX 6000 Ada Generation is 4.67x faster
VRAM
1.67x
Need 1.67x RTX 6000 Ada Generation
Memory Bandwidth
2.12x
Need 2.12x RTX 6000 Ada Generation
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 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

Pricing

Price TypeMI300XH100 SXMRTX 6000 Ada GenerationGeForce GT 710GeForce RTX 3060 TiGeForce RTX 3090A100 SXM
CAPEX (Street Price)$35,000$30,000————$15,000
OPEX (per hour)$10.40/hr$3.50/hr$0.33/hr$0.07/hr$0.05/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)$54$30————$96