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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

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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

SpecificationBaidu Kunlun IINVIDIA H100 SXMNVIDIA RTX 6000 Ada GenerationNVIDIA GeForce GT 710NVIDIA GeForce RTX 3090NVIDIA GH200
ArchitectureKunlun CoreHopperAda LovelaceKeplerAmpereHopper
Form Factor—SXMPCIePCIePCIeSXM
VRAM32 GB80 GB48 GB2 GB24 GB96 GB
Memory Bandwidth—3,350 GB/s960 GB/s14.4 GB/s936 GB/s4,000 GB/s
TFLOPs (FP32)—6791.10.36635.667
TFLOPs (FP16)2561,979————
TFLOPs—1,979182.50.36671989
TFLOPs (FP8)—3,958————
TDP200 W700 W300 W19 W350 W1000 W
Launch DateAug 2021Sep 2022Sep 2022Mar 2014Sep 2020May 2023

Efficiency Metrics

MetricKunlun IIH100 SXMRTX 6000 Ada GenerationGeForce GT 710GeForce RTX 3090GH200
TFLOPs per Watt (FP32-eq)—1.410.300.020.100.49
Memory Bandwidth per GB—41.9 GB/s20.0 GB/s7.2 GB/s39.0 GB/s41.7 GB/s

Performance Equivalence

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

To match 1x Baidu Kunlun II

NVIDIA H100 SXM
VRAM
0.40x
H100 SXM has 2.50x more
NVIDIA RTX 6000 Ada Generation
VRAM
0.67x
RTX 6000 Ada Generation has 1.50x more
NVIDIA GeForce GT 710
VRAM
16.00x
Need 16.00x GeForce GT 710
NVIDIA GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA GH200
VRAM
0.33x
GH200 has 3.00x more

To match 1x NVIDIA H100 SXM

Baidu Kunlun II
VRAM
2.50x
Need 2.50x Kunlun II
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 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 GH200
Compute (FP32-eq)
2.00x
Need 2.00x GH200
FP32 Compute
1.00x
GH200 is 1.00x faster
VRAM
0.83x
GH200 has 1.20x more
Memory Bandwidth
0.84x
GH200 has 1.19x more

To match 1x NVIDIA RTX 6000 Ada Generation

Baidu Kunlun II
VRAM
1.50x
Need 1.50x Kunlun II
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 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 GH200
Compute (FP32-eq)
0.18x
GH200 is 5.42x faster
FP32 Compute
1.36x
Need 1.36x GH200
VRAM
0.50x
GH200 has 2.00x more
Memory Bandwidth
0.24x
GH200 has 4.17x more

To match 1x NVIDIA GeForce GT 710

Baidu Kunlun II
VRAM
0.06x
Kunlun II has 16.00x 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 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 GH200
Compute (FP32-eq)
0.00x
GH200 is 1351.09x faster
FP32 Compute
0.01x
GH200 is 183.06x faster
VRAM
0.02x
GH200 has 48.00x more
Memory Bandwidth
0.00x
GH200 has 277.78x more

To match 1x NVIDIA GeForce RTX 3090

Baidu Kunlun II
VRAM
0.75x
Kunlun II has 1.33x 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 GH200
Compute (FP32-eq)
0.07x
GH200 is 13.93x faster
FP32 Compute
0.53x
GH200 is 1.88x faster
VRAM
0.25x
GH200 has 4.00x more
Memory Bandwidth
0.23x
GH200 has 4.27x more

To match 1x NVIDIA GH200

Baidu Kunlun II
VRAM
3.00x
Need 3.00x Kunlun II
NVIDIA H100 SXM
Compute (FP32-eq)
0.50x
H100 SXM is 2.00x faster
FP32 Compute
1.00x
H100 SXM is 1.00x faster
VRAM
1.20x
Need 1.20x H100 SXM
Memory Bandwidth
1.19x
Need 1.19x H100 SXM
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
5.42x
Need 5.42x RTX 6000 Ada Generation
FP32 Compute
0.74x
RTX 6000 Ada Generation is 1.36x faster
VRAM
2.00x
Need 2.00x RTX 6000 Ada Generation
Memory Bandwidth
4.17x
Need 4.17x RTX 6000 Ada Generation
NVIDIA GeForce GT 710
Compute (FP32-eq)
1351.09x
Need 1351.09x GeForce GT 710
FP32 Compute
183.06x
Need 183.06x GeForce GT 710
VRAM
48.00x
Need 48.00x GeForce GT 710
Memory Bandwidth
277.78x
Need 277.78x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
13.93x
Need 13.93x GeForce RTX 3090
FP32 Compute
1.88x
Need 1.88x GeForce RTX 3090
VRAM
4.00x
Need 4.00x GeForce RTX 3090
Memory Bandwidth
4.27x
Need 4.27x GeForce RTX 3090

Pricing

Price TypeKunlun IIH100 SXMRTX 6000 Ada GenerationGeForce GT 710GeForce RTX 3090GH200
CAPEX (Street Price)—$30,000————
OPEX (per hour)—$3.50/hr$0.33/hr$0.07/hr$0.11/hr$1.49/hr
Price per TFLOPs (FP32-eq)—$30————