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Showing 128 XPUs • 5 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 3AMD MI325XNVIDIA GeForce RTX 4060 Ti 16GBNVIDIA K80NVIDIA GeForce RTX 3090
ArchitectureGaudi Gen3CDNA 3.5Ada LovelaceKeplerAmpere
Form FactorOAMOAMPCIePCIePCIe
VRAM128 GB256 GB16 GB24 GB24 GB
Memory Bandwidth3,700 GB/s6,000 GB/s288 GB/s480 GB/s936 GB/s
TFLOPs (FP32)—207—8.7335.6
TFLOPs (FP16)—1,400———
TFLOPs1,8351,400448.7371
TFLOPs (FP8)3,6702,800———
TDP900 W800 W165 W300 W350 W
Launch DateApr 2024Oct 2024Jul 2024Nov 2014Sep 2020

Efficiency Metrics

MetricGaudi 3MI325XGeForce RTX 4060 Ti 16GBK80GeForce RTX 3090
TFLOPs per Watt (FP32-eq)1.020.880.130.030.10
Memory Bandwidth per GB28.9 GB/s23.4 GB/s18.0 GB/s20.0 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

AMD MI325X
Compute (FP32-eq)
1.31x
Need 1.31x MI325X
VRAM
0.50x
MI325X has 2.00x more
Memory Bandwidth
0.62x
MI325X has 1.62x more
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 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 AMD MI325X

Intel Habana Gaudi 3
Compute (FP32-eq)
0.76x
Gaudi 3 is 1.31x faster
VRAM
2.00x
Need 2.00x Gaudi 3
Memory Bandwidth
1.62x
Need 1.62x Gaudi 3
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
31.82x
Need 31.82x GeForce RTX 4060 Ti 16GB
VRAM
16.00x
Need 16.00x GeForce RTX 4060 Ti 16GB
Memory Bandwidth
20.83x
Need 20.83x GeForce RTX 4060 Ti 16GB
NVIDIA K80
Compute (FP32-eq)
80.18x
Need 80.18x K80
FP32 Compute
23.71x
Need 23.71x K80
VRAM
10.67x
Need 10.67x K80
Memory Bandwidth
12.50x
Need 12.50x K80
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
19.72x
Need 19.72x GeForce RTX 3090
FP32 Compute
5.81x
Need 5.81x GeForce RTX 3090
VRAM
10.67x
Need 10.67x GeForce RTX 3090
Memory Bandwidth
6.41x
Need 6.41x GeForce RTX 3090

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
AMD MI325X
Compute (FP32-eq)
0.03x
MI325X is 31.82x faster
VRAM
0.06x
MI325X has 16.00x more
Memory Bandwidth
0.05x
MI325X has 20.83x more
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 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
AMD MI325X
Compute (FP32-eq)
0.01x
MI325X is 80.18x faster
FP32 Compute
0.04x
MI325X is 23.71x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.08x
MI325X has 12.50x more
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 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 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
AMD MI325X
Compute (FP32-eq)
0.05x
MI325X is 19.72x faster
FP32 Compute
0.17x
MI325X is 5.81x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.16x
MI325X has 6.41x 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 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

Pricing

Price TypeGaudi 3MI325XGeForce RTX 4060 Ti 16GBK80GeForce RTX 3090
CAPEX (Street Price)$15,000$45,000———
OPEX (per hour)$1.20/hr$36.92/hr—$0.18/hr$0.11/hr
Price per TFLOPs (FP32-eq)$16$64———