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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

SpecificationIntel Habana Gaudi 3Baidu Kunlun IINVIDIA GeForce GT 730NVIDIA Quadro RTX 6000NVIDIA T1000NVIDIA GeForce RTX 3090NVIDIA T4
ArchitectureGaudi Gen3Kunlun CoreKeplerTuringTuringAmpereTuring
Form FactorOAM—PCIePCIePCIePCIePCIe
VRAM128 GB32 GB2 GB24 GB8 GB24 GB16 GB
Memory Bandwidth3,700 GB/s—28.5 GB/s672 GB/s160 GB/s936 GB/s320 GB/s
TFLOPs (FP32)——0.69316.32.535.68.1
TFLOPs (FP16)—256—————
TFLOPs1,835—0.693130.52.57165
TFLOPs (FP8)3,670——————
TDP900 W200 W49 W295 W50 W350 W70 W
Launch DateApr 2024Aug 2021Jun 2014Aug 2018May 2019Sep 2020Sep 2018

Efficiency Metrics

MetricGaudi 3Kunlun IIGeForce GT 730Quadro RTX 6000T1000GeForce RTX 3090T4
TFLOPs per Watt (FP32-eq)1.02—0.010.220.050.100.46
Memory Bandwidth per GB28.9 GB/s—14.3 GB/s28.0 GB/s20.0 GB/s39.0 GB/s20.0 GB/s

Performance Equivalence

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

To match 1x Intel Habana Gaudi 3

Baidu Kunlun II
VRAM
4.00x
Need 4.00x Kunlun II
NVIDIA GeForce GT 730
Compute (FP32-eq)
1323.95x
Need 1323.95x GeForce GT 730
VRAM
64.00x
Need 64.00x GeForce GT 730
Memory Bandwidth
129.82x
Need 129.82x GeForce GT 730
NVIDIA Quadro RTX 6000
Compute (FP32-eq)
14.06x
Need 14.06x Quadro RTX 6000
VRAM
5.33x
Need 5.33x Quadro RTX 6000
Memory Bandwidth
5.51x
Need 5.51x Quadro RTX 6000
NVIDIA T1000
Compute (FP32-eq)
367.00x
Need 367.00x T1000
VRAM
16.00x
Need 16.00x T1000
Memory Bandwidth
23.13x
Need 23.13x T1000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
25.85x
Need 25.85x GeForce RTX 3090
VRAM
5.33x
Need 5.33x GeForce RTX 3090
Memory Bandwidth
3.95x
Need 3.95x GeForce RTX 3090
NVIDIA T4
Compute (FP32-eq)
28.23x
Need 28.23x T4
VRAM
8.00x
Need 8.00x T4
Memory Bandwidth
11.56x
Need 11.56x T4

To match 1x Baidu Kunlun II

Intel Habana Gaudi 3
VRAM
0.25x
Gaudi 3 has 4.00x more
NVIDIA GeForce GT 730
VRAM
16.00x
Need 16.00x GeForce GT 730
NVIDIA Quadro RTX 6000
VRAM
1.33x
Need 1.33x Quadro RTX 6000
NVIDIA T1000
VRAM
4.00x
Need 4.00x T1000
NVIDIA GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA T4
VRAM
2.00x
Need 2.00x T4

To match 1x NVIDIA GeForce GT 730

Intel Habana Gaudi 3
Compute (FP32-eq)
0.00x
Gaudi 3 is 1323.95x faster
VRAM
0.02x
Gaudi 3 has 64.00x more
Memory Bandwidth
0.01x
Gaudi 3 has 129.82x more
Baidu Kunlun II
VRAM
0.06x
Kunlun II has 16.00x more
NVIDIA Quadro RTX 6000
Compute (FP32-eq)
0.01x
Quadro RTX 6000 is 94.16x faster
FP32 Compute
0.04x
Quadro RTX 6000 is 23.52x faster
VRAM
0.08x
Quadro RTX 6000 has 12.00x more
Memory Bandwidth
0.04x
Quadro RTX 6000 has 23.58x more
NVIDIA T1000
Compute (FP32-eq)
0.28x
T1000 is 3.61x faster
FP32 Compute
0.28x
T1000 is 3.61x faster
VRAM
0.25x
T1000 has 4.00x more
Memory Bandwidth
0.18x
T1000 has 5.61x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.02x
GeForce RTX 3090 is 51.23x faster
FP32 Compute
0.02x
GeForce RTX 3090 is 51.37x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.03x
GeForce RTX 3090 has 32.84x more
NVIDIA T4
Compute (FP32-eq)
0.02x
T4 is 46.90x faster
FP32 Compute
0.09x
T4 is 11.69x faster
VRAM
0.13x
T4 has 8.00x more
Memory Bandwidth
0.09x
T4 has 11.23x more

To match 1x NVIDIA Quadro RTX 6000

Intel Habana Gaudi 3
Compute (FP32-eq)
0.07x
Gaudi 3 is 14.06x faster
VRAM
0.19x
Gaudi 3 has 5.33x more
Memory Bandwidth
0.18x
Gaudi 3 has 5.51x more
Baidu Kunlun II
VRAM
0.75x
Kunlun II has 1.33x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
94.16x
Need 94.16x GeForce GT 730
FP32 Compute
23.52x
Need 23.52x GeForce GT 730
VRAM
12.00x
Need 12.00x GeForce GT 730
Memory Bandwidth
23.58x
Need 23.58x GeForce GT 730
NVIDIA T1000
Compute (FP32-eq)
26.10x
Need 26.10x T1000
FP32 Compute
6.52x
Need 6.52x T1000
VRAM
3.00x
Need 3.00x T1000
Memory Bandwidth
4.20x
Need 4.20x T1000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.84x
Need 1.84x GeForce RTX 3090
FP32 Compute
0.46x
GeForce RTX 3090 is 2.18x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.72x
GeForce RTX 3090 has 1.39x more
NVIDIA T4
Compute (FP32-eq)
2.01x
Need 2.01x T4
FP32 Compute
2.01x
Need 2.01x T4
VRAM
1.50x
Need 1.50x T4
Memory Bandwidth
2.10x
Need 2.10x T4

To match 1x NVIDIA T1000

Intel Habana Gaudi 3
Compute (FP32-eq)
0.00x
Gaudi 3 is 367.00x faster
VRAM
0.06x
Gaudi 3 has 16.00x more
Memory Bandwidth
0.04x
Gaudi 3 has 23.13x more
Baidu Kunlun II
VRAM
0.25x
Kunlun II has 4.00x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
3.61x
Need 3.61x GeForce GT 730
FP32 Compute
3.61x
Need 3.61x GeForce GT 730
VRAM
4.00x
Need 4.00x GeForce GT 730
Memory Bandwidth
5.61x
Need 5.61x GeForce GT 730
NVIDIA Quadro RTX 6000
Compute (FP32-eq)
0.04x
Quadro RTX 6000 is 26.10x faster
FP32 Compute
0.15x
Quadro RTX 6000 is 6.52x faster
VRAM
0.33x
Quadro RTX 6000 has 3.00x more
Memory Bandwidth
0.24x
Quadro RTX 6000 has 4.20x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.07x
GeForce RTX 3090 is 14.20x faster
FP32 Compute
0.07x
GeForce RTX 3090 is 14.24x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.17x
GeForce RTX 3090 has 5.85x more
NVIDIA T4
Compute (FP32-eq)
0.08x
T4 is 13.00x faster
FP32 Compute
0.31x
T4 is 3.24x faster
VRAM
0.50x
T4 has 2.00x more
Memory Bandwidth
0.50x
T4 has 2.00x more

To match 1x NVIDIA GeForce RTX 3090

Intel Habana Gaudi 3
Compute (FP32-eq)
0.04x
Gaudi 3 is 25.85x faster
VRAM
0.19x
Gaudi 3 has 5.33x more
Memory Bandwidth
0.25x
Gaudi 3 has 3.95x more
Baidu Kunlun II
VRAM
0.75x
Kunlun II has 1.33x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
51.23x
Need 51.23x GeForce GT 730
FP32 Compute
51.37x
Need 51.37x GeForce GT 730
VRAM
12.00x
Need 12.00x GeForce GT 730
Memory Bandwidth
32.84x
Need 32.84x GeForce GT 730
NVIDIA Quadro RTX 6000
Compute (FP32-eq)
0.54x
Quadro RTX 6000 is 1.84x faster
FP32 Compute
2.18x
Need 2.18x Quadro RTX 6000
VRAM
1.00x
Quadro RTX 6000 has 1.00x more
Memory Bandwidth
1.39x
Need 1.39x Quadro RTX 6000
NVIDIA T1000
Compute (FP32-eq)
14.20x
Need 14.20x T1000
FP32 Compute
14.24x
Need 14.24x T1000
VRAM
3.00x
Need 3.00x T1000
Memory Bandwidth
5.85x
Need 5.85x T1000
NVIDIA T4
Compute (FP32-eq)
1.09x
Need 1.09x T4
FP32 Compute
4.40x
Need 4.40x T4
VRAM
1.50x
Need 1.50x T4
Memory Bandwidth
2.92x
Need 2.92x T4

To match 1x NVIDIA T4

Intel Habana Gaudi 3
Compute (FP32-eq)
0.04x
Gaudi 3 is 28.23x faster
VRAM
0.13x
Gaudi 3 has 8.00x more
Memory Bandwidth
0.09x
Gaudi 3 has 11.56x more
Baidu Kunlun II
VRAM
0.50x
Kunlun II has 2.00x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
46.90x
Need 46.90x GeForce GT 730
FP32 Compute
11.69x
Need 11.69x GeForce GT 730
VRAM
8.00x
Need 8.00x GeForce GT 730
Memory Bandwidth
11.23x
Need 11.23x GeForce GT 730
NVIDIA Quadro RTX 6000
Compute (FP32-eq)
0.50x
Quadro RTX 6000 is 2.01x faster
FP32 Compute
0.50x
Quadro RTX 6000 is 2.01x faster
VRAM
0.67x
Quadro RTX 6000 has 1.50x more
Memory Bandwidth
0.48x
Quadro RTX 6000 has 2.10x more
NVIDIA T1000
Compute (FP32-eq)
13.00x
Need 13.00x T1000
FP32 Compute
3.24x
Need 3.24x T1000
VRAM
2.00x
Need 2.00x T1000
Memory Bandwidth
2.00x
Need 2.00x T1000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.92x
GeForce RTX 3090 is 1.09x faster
FP32 Compute
0.23x
GeForce RTX 3090 is 4.40x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.34x
GeForce RTX 3090 has 2.92x more

Pricing

Price TypeGaudi 3Kunlun IIGeForce GT 730Quadro RTX 6000T1000GeForce RTX 3090T4
CAPEX (Street Price)$15,000——————
OPEX (per hour)$1.20/hr—$0.04/hr$0.50/hr$0.17/hr$0.11/hr$0.27/hr
Price per TFLOPs (FP32-eq)$16——————