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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 2NVIDIA GeForce RTX 4080NVIDIA K80NVIDIA GeForce GTX 1070NVIDIA RTX A4500NVIDIA GeForce RTX 3090
ArchitectureGaudi Gen2Ada LovelaceKeplerPascalAmpereAmpere
Form FactorOAMPCIePCIePCIePCIePCIe
VRAM96 GB16 GB24 GB8 GB20 GB24 GB
Memory Bandwidth2,450 GB/s716.8 GB/s480 GB/s256 GB/s640 GB/s936 GB/s
TFLOPs (FP32)—48.78.736.46323.735.6
TFLOPs (FP16)——————
TFLOPs43297.768.736.46346.671
TFLOPs (FP8)——————
TDP600 W320 W300 W150 W200 W350 W
Launch DateMay 2022Nov 2022Nov 2014Jun 2016Oct 2021Sep 2020

Efficiency Metrics

MetricGaudi 2GeForce RTX 4080K80GeForce GTX 1070RTX A4500GeForce RTX 3090
TFLOPs per Watt (FP32-eq)0.360.150.030.040.120.10
Memory Bandwidth per GB25.5 GB/s44.8 GB/s20.0 GB/s32.0 GB/s32.0 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 2

NVIDIA GeForce RTX 4080
Compute (FP32-eq)
4.42x
Need 4.42x GeForce RTX 4080
VRAM
6.00x
Need 6.00x GeForce RTX 4080
Memory Bandwidth
3.42x
Need 3.42x GeForce RTX 4080
NVIDIA K80
Compute (FP32-eq)
24.74x
Need 24.74x K80
VRAM
4.00x
Need 4.00x K80
Memory Bandwidth
5.10x
Need 5.10x K80
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
33.42x
Need 33.42x GeForce GTX 1070
VRAM
12.00x
Need 12.00x GeForce GTX 1070
Memory Bandwidth
9.57x
Need 9.57x GeForce GTX 1070
NVIDIA RTX A4500
Compute (FP32-eq)
9.27x
Need 9.27x RTX A4500
VRAM
4.80x
Need 4.80x RTX A4500
Memory Bandwidth
3.83x
Need 3.83x RTX A4500
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
6.08x
Need 6.08x GeForce RTX 3090
VRAM
4.00x
Need 4.00x GeForce RTX 3090
Memory Bandwidth
2.62x
Need 2.62x GeForce RTX 3090

To match 1x NVIDIA GeForce RTX 4080

Intel Habana Gaudi 2
Compute (FP32-eq)
0.23x
Gaudi 2 is 4.42x faster
VRAM
0.17x
Gaudi 2 has 6.00x more
Memory Bandwidth
0.29x
Gaudi 2 has 3.42x more
NVIDIA K80
Compute (FP32-eq)
5.60x
Need 5.60x K80
FP32 Compute
5.58x
Need 5.58x K80
VRAM
0.67x
K80 has 1.50x more
Memory Bandwidth
1.49x
Need 1.49x K80
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
7.56x
Need 7.56x GeForce GTX 1070
FP32 Compute
7.54x
Need 7.54x GeForce GTX 1070
VRAM
2.00x
Need 2.00x GeForce GTX 1070
Memory Bandwidth
2.80x
Need 2.80x GeForce GTX 1070
NVIDIA RTX A4500
Compute (FP32-eq)
2.10x
Need 2.10x RTX A4500
FP32 Compute
2.05x
Need 2.05x RTX A4500
VRAM
0.80x
RTX A4500 has 1.25x more
Memory Bandwidth
1.12x
Need 1.12x RTX A4500
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.38x
Need 1.38x GeForce RTX 3090
FP32 Compute
1.37x
Need 1.37x GeForce RTX 3090
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.77x
GeForce RTX 3090 has 1.31x more

To match 1x NVIDIA K80

Intel Habana Gaudi 2
Compute (FP32-eq)
0.04x
Gaudi 2 is 24.74x faster
VRAM
0.25x
Gaudi 2 has 4.00x more
Memory Bandwidth
0.20x
Gaudi 2 has 5.10x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
0.18x
GeForce RTX 4080 is 5.60x faster
FP32 Compute
0.18x
GeForce RTX 4080 is 5.58x faster
VRAM
1.50x
Need 1.50x GeForce RTX 4080
Memory Bandwidth
0.67x
GeForce RTX 4080 has 1.49x more
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
1.35x
Need 1.35x GeForce GTX 1070
FP32 Compute
1.35x
Need 1.35x GeForce GTX 1070
VRAM
3.00x
Need 3.00x GeForce GTX 1070
Memory Bandwidth
1.88x
Need 1.88x GeForce GTX 1070
NVIDIA RTX A4500
Compute (FP32-eq)
0.37x
RTX A4500 is 2.67x faster
FP32 Compute
0.37x
RTX A4500 is 2.71x faster
VRAM
1.20x
Need 1.20x RTX A4500
Memory Bandwidth
0.75x
RTX A4500 has 1.33x more
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 GTX 1070

Intel Habana Gaudi 2
Compute (FP32-eq)
0.03x
Gaudi 2 is 33.42x faster
VRAM
0.08x
Gaudi 2 has 12.00x more
Memory Bandwidth
0.10x
Gaudi 2 has 9.57x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
0.13x
GeForce RTX 4080 is 7.56x faster
FP32 Compute
0.13x
GeForce RTX 4080 is 7.54x faster
VRAM
0.50x
GeForce RTX 4080 has 2.00x more
Memory Bandwidth
0.36x
GeForce RTX 4080 has 2.80x more
NVIDIA K80
Compute (FP32-eq)
0.74x
K80 is 1.35x faster
FP32 Compute
0.74x
K80 is 1.35x faster
VRAM
0.33x
K80 has 3.00x more
Memory Bandwidth
0.53x
K80 has 1.88x more
NVIDIA RTX A4500
Compute (FP32-eq)
0.28x
RTX A4500 is 3.61x faster
FP32 Compute
0.27x
RTX A4500 is 3.67x faster
VRAM
0.40x
RTX A4500 has 2.50x more
Memory Bandwidth
0.40x
RTX A4500 has 2.50x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.18x
GeForce RTX 3090 is 5.49x faster
FP32 Compute
0.18x
GeForce RTX 3090 is 5.51x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.27x
GeForce RTX 3090 has 3.66x more

To match 1x NVIDIA RTX A4500

Intel Habana Gaudi 2
Compute (FP32-eq)
0.11x
Gaudi 2 is 9.27x faster
VRAM
0.21x
Gaudi 2 has 4.80x more
Memory Bandwidth
0.26x
Gaudi 2 has 3.83x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
0.48x
GeForce RTX 4080 is 2.10x faster
FP32 Compute
0.49x
GeForce RTX 4080 is 2.05x faster
VRAM
1.25x
Need 1.25x GeForce RTX 4080
Memory Bandwidth
0.89x
GeForce RTX 4080 has 1.12x more
NVIDIA K80
Compute (FP32-eq)
2.67x
Need 2.67x K80
FP32 Compute
2.71x
Need 2.71x K80
VRAM
0.83x
K80 has 1.20x more
Memory Bandwidth
1.33x
Need 1.33x K80
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
3.61x
Need 3.61x GeForce GTX 1070
FP32 Compute
3.67x
Need 3.67x GeForce GTX 1070
VRAM
2.50x
Need 2.50x GeForce GTX 1070
Memory Bandwidth
2.50x
Need 2.50x GeForce GTX 1070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.66x
GeForce RTX 3090 is 1.52x faster
FP32 Compute
0.67x
GeForce RTX 3090 is 1.50x faster
VRAM
0.83x
GeForce RTX 3090 has 1.20x more
Memory Bandwidth
0.68x
GeForce RTX 3090 has 1.46x more

To match 1x NVIDIA GeForce RTX 3090

Intel Habana Gaudi 2
Compute (FP32-eq)
0.16x
Gaudi 2 is 6.08x faster
VRAM
0.25x
Gaudi 2 has 4.00x more
Memory Bandwidth
0.38x
Gaudi 2 has 2.62x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
0.73x
GeForce RTX 4080 is 1.38x faster
FP32 Compute
0.73x
GeForce RTX 4080 is 1.37x faster
VRAM
1.50x
Need 1.50x GeForce RTX 4080
Memory Bandwidth
1.31x
Need 1.31x GeForce RTX 4080
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 GTX 1070
Compute (FP32-eq)
5.49x
Need 5.49x GeForce GTX 1070
FP32 Compute
5.51x
Need 5.51x GeForce GTX 1070
VRAM
3.00x
Need 3.00x GeForce GTX 1070
Memory Bandwidth
3.66x
Need 3.66x GeForce GTX 1070
NVIDIA RTX A4500
Compute (FP32-eq)
1.52x
Need 1.52x RTX A4500
FP32 Compute
1.50x
Need 1.50x RTX A4500
VRAM
1.20x
Need 1.20x RTX A4500
Memory Bandwidth
1.46x
Need 1.46x RTX A4500

Pricing

Price TypeGaudi 2GeForce RTX 4080K80GeForce GTX 1070RTX A4500GeForce RTX 3090
CAPEX (Street Price)——————
OPEX (per hour)—$0.13/hr$0.18/hr$0.04/hr$0.34/hr$0.11/hr
Price per TFLOPs (FP32-eq)——————