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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

SpecificationIntel Habana Gaudi 3Tenstorrent GrayskullNVIDIA GeForce RTX 4060 Ti 16GBNVIDIA K80NVIDIA GeForce RTX 3050NVIDIA GeForce RTX 3090
ArchitectureGaudi Gen3Tensix CoreAda LovelaceKeplerAmpereAmpere
Form FactorOAM—PCIePCIePCIePCIe
VRAM128 GB8 GB16 GB24 GB8 GB24 GB
Memory Bandwidth3,700 GB/s—288 GB/s480 GB/s224 GB/s936 GB/s
TFLOPs (FP32)———8.739.135.6
TFLOPs (FP16)——————
TFLOPs1,835200448.7318.271
TFLOPs (FP8)3,670—————
TDP900 W65 W165 W300 W130 W350 W
Launch DateApr 2024Mar 2021Jul 2024Nov 2014Jan 2022Sep 2020

Efficiency Metrics

MetricGaudi 3GrayskullGeForce RTX 4060 Ti 16GBK80GeForce RTX 3050GeForce RTX 3090
TFLOPs per Watt (FP32-eq)1.021.540.130.030.070.10
Memory Bandwidth per GB28.9 GB/s—18.0 GB/s20.0 GB/s28.0 GB/s39.0 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

Tenstorrent Grayskull
Compute (FP32-eq)
9.18x
Need 9.18x Grayskull
VRAM
16.00x
Need 16.00x Grayskull
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
41.70x
Need 41.70x GeForce RTX 4060 Ti 16GB
VRAM
8.00x
Need 8.00x GeForce RTX 4060 Ti 16GB
Memory Bandwidth
12.85x
Need 12.85x GeForce RTX 4060 Ti 16GB
NVIDIA K80
Compute (FP32-eq)
105.10x
Need 105.10x K80
VRAM
5.33x
Need 5.33x K80
Memory Bandwidth
7.71x
Need 7.71x K80
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
100.82x
Need 100.82x GeForce RTX 3050
VRAM
16.00x
Need 16.00x GeForce RTX 3050
Memory Bandwidth
16.52x
Need 16.52x GeForce RTX 3050
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

To match 1x Tenstorrent Grayskull

Intel Habana Gaudi 3
Compute (FP32-eq)
0.11x
Gaudi 3 is 9.18x faster
VRAM
0.06x
Gaudi 3 has 16.00x more
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
4.55x
Need 4.55x GeForce RTX 4060 Ti 16GB
VRAM
0.50x
GeForce RTX 4060 Ti 16GB has 2.00x more
NVIDIA K80
Compute (FP32-eq)
11.45x
Need 11.45x K80
VRAM
0.33x
K80 has 3.00x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
10.99x
Need 10.99x GeForce RTX 3050
VRAM
1.00x
GeForce RTX 3050 has 1.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.82x
Need 2.82x GeForce RTX 3090
VRAM
0.33x
GeForce RTX 3090 has 3.00x more

To match 1x NVIDIA GeForce RTX 4060 Ti 16GB

Intel Habana Gaudi 3
Compute (FP32-eq)
0.02x
Gaudi 3 is 41.70x faster
VRAM
0.13x
Gaudi 3 has 8.00x more
Memory Bandwidth
0.08x
Gaudi 3 has 12.85x more
Tenstorrent Grayskull
Compute (FP32-eq)
0.22x
Grayskull is 4.55x faster
VRAM
2.00x
Need 2.00x Grayskull
NVIDIA K80
Compute (FP32-eq)
2.52x
Need 2.52x K80
VRAM
0.67x
K80 has 1.50x more
Memory Bandwidth
0.60x
K80 has 1.67x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
2.42x
Need 2.42x GeForce RTX 3050
VRAM
2.00x
Need 2.00x GeForce RTX 3050
Memory Bandwidth
1.29x
Need 1.29x GeForce RTX 3050
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

To match 1x NVIDIA K80

Intel Habana Gaudi 3
Compute (FP32-eq)
0.01x
Gaudi 3 is 105.10x faster
VRAM
0.19x
Gaudi 3 has 5.33x more
Memory Bandwidth
0.13x
Gaudi 3 has 7.71x more
Tenstorrent Grayskull
Compute (FP32-eq)
0.09x
Grayskull is 11.45x faster
VRAM
3.00x
Need 3.00x Grayskull
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
0.40x
GeForce RTX 4060 Ti 16GB is 2.52x faster
VRAM
1.50x
Need 1.50x GeForce RTX 4060 Ti 16GB
Memory Bandwidth
1.67x
Need 1.67x GeForce RTX 4060 Ti 16GB
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
0.96x
GeForce RTX 3050 is 1.04x faster
FP32 Compute
0.96x
GeForce RTX 3050 is 1.04x faster
VRAM
3.00x
Need 3.00x GeForce RTX 3050
Memory Bandwidth
2.14x
Need 2.14x GeForce RTX 3050
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

To match 1x NVIDIA GeForce RTX 3050

Intel Habana Gaudi 3
Compute (FP32-eq)
0.01x
Gaudi 3 is 100.82x faster
VRAM
0.06x
Gaudi 3 has 16.00x more
Memory Bandwidth
0.06x
Gaudi 3 has 16.52x more
Tenstorrent Grayskull
Compute (FP32-eq)
0.09x
Grayskull is 10.99x faster
VRAM
1.00x
Grayskull has 1.00x more
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
0.41x
GeForce RTX 4060 Ti 16GB is 2.42x faster
VRAM
0.50x
GeForce RTX 4060 Ti 16GB has 2.00x more
Memory Bandwidth
0.78x
GeForce RTX 4060 Ti 16GB has 1.29x more
NVIDIA K80
Compute (FP32-eq)
1.04x
Need 1.04x K80
FP32 Compute
1.04x
Need 1.04x K80
VRAM
0.33x
K80 has 3.00x more
Memory Bandwidth
0.47x
K80 has 2.14x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.26x
GeForce RTX 3090 is 3.90x faster
FP32 Compute
0.26x
GeForce RTX 3090 is 3.91x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.24x
GeForce RTX 3090 has 4.18x 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
Tenstorrent Grayskull
Compute (FP32-eq)
0.35x
Grayskull is 2.82x faster
VRAM
3.00x
Need 3.00x Grayskull
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 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 3050
Compute (FP32-eq)
3.90x
Need 3.90x GeForce RTX 3050
FP32 Compute
3.91x
Need 3.91x GeForce RTX 3050
VRAM
3.00x
Need 3.00x GeForce RTX 3050
Memory Bandwidth
4.18x
Need 4.18x GeForce RTX 3050

Pricing

Price TypeGaudi 3GrayskullGeForce RTX 4060 Ti 16GBK80GeForce RTX 3050GeForce RTX 3090
CAPEX (Street Price)$15,000—————
OPEX (per hour)$1.20/hr——$0.18/hr$0.05/hr$0.11/hr
Price per TFLOPs (FP32-eq)$16—————