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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 GeForce RTX 3060NVIDIA GeForce RTX 3060 TiNVIDIA GeForce RTX 3090NVIDIA L40NVIDIA RTX A5000
ArchitectureGaudi Gen3AmpereAmpereAmpereAda LovelaceAmpere
Form FactorOAMPCIePCIePCIePCIePCIe
VRAM128 GB12 GB8 GB24 GB48 GB24 GB
Memory Bandwidth3,700 GB/s360 GB/s448 GB/s936 GB/s864 GB/s768 GB/s
TFLOPs (FP32)—1316.235.64527.8
TFLOPs (FP16)——————
TFLOPs1,83525.433.271181.0554.2
TFLOPs (FP8)3,670—————
TDP900 W170 W200 W350 W300 W230 W
Launch DateApr 2024Feb 2021Dec 2020Sep 2020Oct 2022Apr 2021

Efficiency Metrics

MetricGaudi 3GeForce RTX 3060GeForce RTX 3060 TiGeForce RTX 3090L40RTX A5000
TFLOPs per Watt (FP32-eq)1.020.070.080.100.300.12
Memory Bandwidth per GB28.9 GB/s30.0 GB/s56.0 GB/s39.0 GB/s18.0 GB/s32.0 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

NVIDIA GeForce RTX 3060
Compute (FP32-eq)
72.24x
Need 72.24x GeForce RTX 3060
VRAM
10.67x
Need 10.67x GeForce RTX 3060
Memory Bandwidth
10.28x
Need 10.28x GeForce RTX 3060
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 L40
Compute (FP32-eq)
10.14x
Need 10.14x L40
VRAM
2.67x
Need 2.67x L40
Memory Bandwidth
4.28x
Need 4.28x L40
NVIDIA RTX A5000
Compute (FP32-eq)
33.86x
Need 33.86x RTX A5000
VRAM
5.33x
Need 5.33x RTX A5000
Memory Bandwidth
4.82x
Need 4.82x RTX A5000

To match 1x NVIDIA GeForce RTX 3060

Intel Habana Gaudi 3
Compute (FP32-eq)
0.01x
Gaudi 3 is 72.24x faster
VRAM
0.09x
Gaudi 3 has 10.67x more
Memory Bandwidth
0.10x
Gaudi 3 has 10.28x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.77x
GeForce RTX 3060 Ti is 1.31x faster
FP32 Compute
0.80x
GeForce RTX 3060 Ti is 1.25x faster
VRAM
1.50x
Need 1.50x GeForce RTX 3060 Ti
Memory Bandwidth
0.80x
GeForce RTX 3060 Ti has 1.24x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.36x
GeForce RTX 3090 is 2.80x faster
FP32 Compute
0.37x
GeForce RTX 3090 is 2.74x faster
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.38x
GeForce RTX 3090 has 2.60x more
NVIDIA L40
Compute (FP32-eq)
0.14x
L40 is 7.13x faster
FP32 Compute
0.29x
L40 is 3.46x faster
VRAM
0.25x
L40 has 4.00x more
Memory Bandwidth
0.42x
L40 has 2.40x more
NVIDIA RTX A5000
Compute (FP32-eq)
0.47x
RTX A5000 is 2.13x faster
FP32 Compute
0.47x
RTX A5000 is 2.14x faster
VRAM
0.50x
RTX A5000 has 2.00x more
Memory Bandwidth
0.47x
RTX A5000 has 2.13x 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 GeForce RTX 3060
Compute (FP32-eq)
1.31x
Need 1.31x GeForce RTX 3060
FP32 Compute
1.25x
Need 1.25x GeForce RTX 3060
VRAM
0.67x
GeForce RTX 3060 has 1.50x more
Memory Bandwidth
1.24x
Need 1.24x GeForce RTX 3060
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 L40
Compute (FP32-eq)
0.18x
L40 is 5.45x faster
FP32 Compute
0.36x
L40 is 2.78x faster
VRAM
0.17x
L40 has 6.00x more
Memory Bandwidth
0.52x
L40 has 1.93x more
NVIDIA RTX A5000
Compute (FP32-eq)
0.61x
RTX A5000 is 1.63x faster
FP32 Compute
0.58x
RTX A5000 is 1.72x faster
VRAM
0.33x
RTX A5000 has 3.00x more
Memory Bandwidth
0.58x
RTX A5000 has 1.71x 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 GeForce RTX 3060
Compute (FP32-eq)
2.80x
Need 2.80x GeForce RTX 3060
FP32 Compute
2.74x
Need 2.74x GeForce RTX 3060
VRAM
2.00x
Need 2.00x GeForce RTX 3060
Memory Bandwidth
2.60x
Need 2.60x GeForce RTX 3060
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 L40
Compute (FP32-eq)
0.39x
L40 is 2.55x faster
FP32 Compute
0.79x
L40 is 1.26x faster
VRAM
0.50x
L40 has 2.00x more
Memory Bandwidth
1.08x
Need 1.08x L40
NVIDIA RTX A5000
Compute (FP32-eq)
1.31x
Need 1.31x RTX A5000
FP32 Compute
1.28x
Need 1.28x RTX A5000
VRAM
1.00x
RTX A5000 has 1.00x more
Memory Bandwidth
1.22x
Need 1.22x RTX A5000

To match 1x NVIDIA L40

Intel Habana Gaudi 3
Compute (FP32-eq)
0.10x
Gaudi 3 is 10.14x faster
VRAM
0.38x
Gaudi 3 has 2.67x more
Memory Bandwidth
0.23x
Gaudi 3 has 4.28x more
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
7.13x
Need 7.13x GeForce RTX 3060
FP32 Compute
3.46x
Need 3.46x GeForce RTX 3060
VRAM
4.00x
Need 4.00x GeForce RTX 3060
Memory Bandwidth
2.40x
Need 2.40x GeForce RTX 3060
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
5.45x
Need 5.45x GeForce RTX 3060 Ti
FP32 Compute
2.78x
Need 2.78x GeForce RTX 3060 Ti
VRAM
6.00x
Need 6.00x GeForce RTX 3060 Ti
Memory Bandwidth
1.93x
Need 1.93x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.55x
Need 2.55x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.92x
GeForce RTX 3090 has 1.08x more
NVIDIA RTX A5000
Compute (FP32-eq)
3.34x
Need 3.34x RTX A5000
FP32 Compute
1.62x
Need 1.62x RTX A5000
VRAM
2.00x
Need 2.00x RTX A5000
Memory Bandwidth
1.13x
Need 1.13x RTX A5000

To match 1x NVIDIA RTX A5000

Intel Habana Gaudi 3
Compute (FP32-eq)
0.03x
Gaudi 3 is 33.86x faster
VRAM
0.19x
Gaudi 3 has 5.33x more
Memory Bandwidth
0.21x
Gaudi 3 has 4.82x more
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
2.13x
Need 2.13x GeForce RTX 3060
FP32 Compute
2.14x
Need 2.14x GeForce RTX 3060
VRAM
2.00x
Need 2.00x GeForce RTX 3060
Memory Bandwidth
2.13x
Need 2.13x GeForce RTX 3060
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
1.63x
Need 1.63x GeForce RTX 3060 Ti
FP32 Compute
1.72x
Need 1.72x GeForce RTX 3060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
1.71x
Need 1.71x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.76x
GeForce RTX 3090 is 1.31x faster
FP32 Compute
0.78x
GeForce RTX 3090 is 1.28x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.82x
GeForce RTX 3090 has 1.22x more
NVIDIA L40
Compute (FP32-eq)
0.30x
L40 is 3.34x faster
FP32 Compute
0.62x
L40 is 1.62x faster
VRAM
0.50x
L40 has 2.00x more
Memory Bandwidth
0.89x
L40 has 1.13x more

Pricing

Price TypeGaudi 3GeForce RTX 3060GeForce RTX 3060 TiGeForce RTX 3090L40RTX A5000
CAPEX (Street Price)$15,000—————
OPEX (per hour)$1.20/hr$0.05/hr$0.05/hr$0.11/hr$0.69/hr$0.11/hr
Price per TFLOPs (FP32-eq)$16—————