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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

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 3NVIDIA A10GNVIDIA P40NVIDIA GeForce RTX 3060 TiNVIDIA GeForce RTX 3090NVIDIA V100S
ArchitectureGaudi Gen3AmperePascalAmpereAmpereVolta
Form FactorOAMPCIePCIePCIePCIePCIe
VRAM128 GB24 GB24 GB8 GB24 GB32 GB
Memory Bandwidth3,700 GB/s600 GB/s346 GB/s448 GB/s936 GB/s1,134 GB/s
TFLOPs (FP32)—35.21216.235.616.4
TFLOPs (FP16)——————
TFLOPs1,8351251233.27116.4
TFLOPs (FP8)3,670—————
TDP900 W300 W250 W200 W350 W250 W
Launch DateApr 2024Jul 2021Sep 2016Dec 2020Sep 2020Nov 2019

Efficiency Metrics

MetricGaudi 3A10GP40GeForce RTX 3060 TiGeForce RTX 3090V100S
TFLOPs per Watt (FP32-eq)1.020.210.050.080.100.07
Memory Bandwidth per GB28.9 GB/s25.0 GB/s14.4 GB/s56.0 GB/s39.0 GB/s35.4 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

NVIDIA A10G
Compute (FP32-eq)
14.68x
Need 14.68x A10G
VRAM
5.33x
Need 5.33x A10G
Memory Bandwidth
6.17x
Need 6.17x A10G
NVIDIA P40
Compute (FP32-eq)
76.46x
Need 76.46x P40
VRAM
5.33x
Need 5.33x P40
Memory Bandwidth
10.69x
Need 10.69x P40
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
55.27x
Need 55.27x GeForce RTX 3060 Ti
VRAM
16.00x
Need 16.00x GeForce RTX 3060 Ti
Memory Bandwidth
8.26x
Need 8.26x GeForce RTX 3060 Ti
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 V100S
Compute (FP32-eq)
55.95x
Need 55.95x V100S
VRAM
4.00x
Need 4.00x V100S
Memory Bandwidth
3.26x
Need 3.26x V100S

To match 1x NVIDIA A10G

Intel Habana Gaudi 3
Compute (FP32-eq)
0.07x
Gaudi 3 is 14.68x faster
VRAM
0.19x
Gaudi 3 has 5.33x more
Memory Bandwidth
0.16x
Gaudi 3 has 6.17x more
NVIDIA P40
Compute (FP32-eq)
5.21x
Need 5.21x P40
FP32 Compute
2.93x
Need 2.93x P40
VRAM
1.00x
P40 has 1.00x more
Memory Bandwidth
1.73x
Need 1.73x P40
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
3.77x
Need 3.77x GeForce RTX 3060 Ti
FP32 Compute
2.17x
Need 2.17x GeForce RTX 3060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
1.34x
Need 1.34x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.76x
Need 1.76x GeForce RTX 3090
FP32 Compute
0.99x
GeForce RTX 3090 is 1.01x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.64x
GeForce RTX 3090 has 1.56x more
NVIDIA V100S
Compute (FP32-eq)
3.81x
Need 3.81x V100S
FP32 Compute
2.15x
Need 2.15x V100S
VRAM
0.75x
V100S has 1.33x more
Memory Bandwidth
0.53x
V100S has 1.89x more

To match 1x NVIDIA P40

Intel Habana Gaudi 3
Compute (FP32-eq)
0.01x
Gaudi 3 is 76.46x faster
VRAM
0.19x
Gaudi 3 has 5.33x more
Memory Bandwidth
0.09x
Gaudi 3 has 10.69x more
NVIDIA A10G
Compute (FP32-eq)
0.19x
A10G is 5.21x faster
FP32 Compute
0.34x
A10G is 2.93x faster
VRAM
1.00x
A10G has 1.00x more
Memory Bandwidth
0.58x
A10G has 1.73x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.72x
GeForce RTX 3060 Ti is 1.38x faster
FP32 Compute
0.74x
GeForce RTX 3060 Ti is 1.35x faster
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
0.77x
GeForce RTX 3060 Ti has 1.29x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.34x
GeForce RTX 3090 is 2.96x faster
FP32 Compute
0.34x
GeForce RTX 3090 is 2.97x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.37x
GeForce RTX 3090 has 2.71x more
NVIDIA V100S
Compute (FP32-eq)
0.73x
V100S is 1.37x faster
FP32 Compute
0.73x
V100S is 1.37x faster
VRAM
0.75x
V100S has 1.33x more
Memory Bandwidth
0.31x
V100S has 3.28x more

To match 1x NVIDIA GeForce RTX 3060 Ti

Intel Habana Gaudi 3
Compute (FP32-eq)
0.02x
Gaudi 3 is 55.27x faster
VRAM
0.06x
Gaudi 3 has 16.00x more
Memory Bandwidth
0.12x
Gaudi 3 has 8.26x more
NVIDIA A10G
Compute (FP32-eq)
0.27x
A10G is 3.77x faster
FP32 Compute
0.46x
A10G is 2.17x faster
VRAM
0.33x
A10G has 3.00x more
Memory Bandwidth
0.75x
A10G has 1.34x more
NVIDIA P40
Compute (FP32-eq)
1.38x
Need 1.38x P40
FP32 Compute
1.35x
Need 1.35x P40
VRAM
0.33x
P40 has 3.00x more
Memory Bandwidth
1.29x
Need 1.29x P40
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 V100S
Compute (FP32-eq)
1.01x
Need 1.01x V100S
FP32 Compute
0.99x
V100S is 1.01x faster
VRAM
0.25x
V100S has 4.00x more
Memory Bandwidth
0.40x
V100S has 2.53x 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
NVIDIA A10G
Compute (FP32-eq)
0.57x
A10G is 1.76x faster
FP32 Compute
1.01x
Need 1.01x A10G
VRAM
1.00x
A10G has 1.00x more
Memory Bandwidth
1.56x
Need 1.56x A10G
NVIDIA P40
Compute (FP32-eq)
2.96x
Need 2.96x P40
FP32 Compute
2.97x
Need 2.97x P40
VRAM
1.00x
P40 has 1.00x more
Memory Bandwidth
2.71x
Need 2.71x P40
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 V100S
Compute (FP32-eq)
2.16x
Need 2.16x V100S
FP32 Compute
2.17x
Need 2.17x V100S
VRAM
0.75x
V100S has 1.33x more
Memory Bandwidth
0.83x
V100S has 1.21x more

To match 1x NVIDIA V100S

Intel Habana Gaudi 3
Compute (FP32-eq)
0.02x
Gaudi 3 is 55.95x faster
VRAM
0.25x
Gaudi 3 has 4.00x more
Memory Bandwidth
0.31x
Gaudi 3 has 3.26x more
NVIDIA A10G
Compute (FP32-eq)
0.26x
A10G is 3.81x faster
FP32 Compute
0.47x
A10G is 2.15x faster
VRAM
1.33x
Need 1.33x A10G
Memory Bandwidth
1.89x
Need 1.89x A10G
NVIDIA P40
Compute (FP32-eq)
1.37x
Need 1.37x P40
FP32 Compute
1.37x
Need 1.37x P40
VRAM
1.33x
Need 1.33x P40
Memory Bandwidth
3.28x
Need 3.28x P40
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.99x
GeForce RTX 3060 Ti is 1.01x faster
FP32 Compute
1.01x
Need 1.01x GeForce RTX 3060 Ti
VRAM
4.00x
Need 4.00x GeForce RTX 3060 Ti
Memory Bandwidth
2.53x
Need 2.53x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.46x
GeForce RTX 3090 is 2.16x faster
FP32 Compute
0.46x
GeForce RTX 3090 is 2.17x faster
VRAM
1.33x
Need 1.33x GeForce RTX 3090
Memory Bandwidth
1.21x
Need 1.21x GeForce RTX 3090

Pricing

Price TypeGaudi 3A10GP40GeForce RTX 3060 TiGeForce RTX 3090V100S
CAPEX (Street Price)$15,000—————
OPEX (per hour)$1.20/hr$1.01/hr$2.07/hr$0.05/hr$0.11/hr$0.88/hr
Price per TFLOPs (FP32-eq)$16—————