Compare XPUs

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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 2NVIDIA GeForce GT 710NVIDIA RTX 5000NVIDIA RTX A4500NVIDIA GeForce RTX 2080
ArchitectureGaudi Gen2KeplerTuringAmpereTuring
Form FactorOAMPCIePCIePCIePCIe
VRAM96 GB2 GB16 GB20 GB8 GB
Memory Bandwidth2,450 GB/s14.4 GB/s448 GB/s640 GB/s448 GB/s
TFLOPs (FP32)—0.36611.223.710.1
TFLOPs (FP16)—————
TFLOPs4320.36689.246.610.1
TFLOPs (FP8)—————
TDP600 W19 W265 W200 W215 W
Launch DateMay 2022Mar 2014Aug 2018Oct 2021Sep 2018

Efficiency Metrics

MetricGaudi 2GeForce GT 710RTX 5000RTX A4500GeForce RTX 2080
TFLOPs per Watt (FP32-eq)0.360.020.170.120.05
Memory Bandwidth per GB25.5 GB/s7.2 GB/s28.0 GB/s32.0 GB/s56.0 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 GT 710
Compute (FP32-eq)
590.16x
Need 590.16x GeForce GT 710
VRAM
48.00x
Need 48.00x GeForce GT 710
Memory Bandwidth
170.14x
Need 170.14x GeForce GT 710
NVIDIA RTX 5000
Compute (FP32-eq)
4.84x
Need 4.84x RTX 5000
VRAM
6.00x
Need 6.00x RTX 5000
Memory Bandwidth
5.47x
Need 5.47x RTX 5000
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 2080
Compute (FP32-eq)
21.39x
Need 21.39x GeForce RTX 2080
VRAM
12.00x
Need 12.00x GeForce RTX 2080
Memory Bandwidth
5.47x
Need 5.47x GeForce RTX 2080

To match 1x NVIDIA GeForce GT 710

Intel Habana Gaudi 2
Compute (FP32-eq)
0.00x
Gaudi 2 is 590.16x faster
VRAM
0.02x
Gaudi 2 has 48.00x more
Memory Bandwidth
0.01x
Gaudi 2 has 170.14x more
NVIDIA RTX 5000
Compute (FP32-eq)
0.01x
RTX 5000 is 121.86x faster
FP32 Compute
0.03x
RTX 5000 is 30.60x faster
VRAM
0.13x
RTX 5000 has 8.00x more
Memory Bandwidth
0.03x
RTX 5000 has 31.11x more
NVIDIA RTX A4500
Compute (FP32-eq)
0.02x
RTX A4500 is 63.66x faster
FP32 Compute
0.02x
RTX A4500 is 64.75x faster
VRAM
0.10x
RTX A4500 has 10.00x more
Memory Bandwidth
0.02x
RTX A4500 has 44.44x more
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
0.04x
GeForce RTX 2080 is 27.60x faster
FP32 Compute
0.04x
GeForce RTX 2080 is 27.60x faster
VRAM
0.25x
GeForce RTX 2080 has 4.00x more
Memory Bandwidth
0.03x
GeForce RTX 2080 has 31.11x more

To match 1x NVIDIA RTX 5000

Intel Habana Gaudi 2
Compute (FP32-eq)
0.21x
Gaudi 2 is 4.84x faster
VRAM
0.17x
Gaudi 2 has 6.00x more
Memory Bandwidth
0.18x
Gaudi 2 has 5.47x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
121.86x
Need 121.86x GeForce GT 710
FP32 Compute
30.60x
Need 30.60x GeForce GT 710
VRAM
8.00x
Need 8.00x GeForce GT 710
Memory Bandwidth
31.11x
Need 31.11x GeForce GT 710
NVIDIA RTX A4500
Compute (FP32-eq)
1.91x
Need 1.91x RTX A4500
FP32 Compute
0.47x
RTX A4500 is 2.12x faster
VRAM
0.80x
RTX A4500 has 1.25x more
Memory Bandwidth
0.70x
RTX A4500 has 1.43x more
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
4.42x
Need 4.42x GeForce RTX 2080
FP32 Compute
1.11x
Need 1.11x GeForce RTX 2080
VRAM
2.00x
Need 2.00x GeForce RTX 2080
Memory Bandwidth
1.00x
GeForce RTX 2080 has 1.00x 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 GT 710
Compute (FP32-eq)
63.66x
Need 63.66x GeForce GT 710
FP32 Compute
64.75x
Need 64.75x GeForce GT 710
VRAM
10.00x
Need 10.00x GeForce GT 710
Memory Bandwidth
44.44x
Need 44.44x GeForce GT 710
NVIDIA RTX 5000
Compute (FP32-eq)
0.52x
RTX 5000 is 1.91x faster
FP32 Compute
2.12x
Need 2.12x RTX 5000
VRAM
1.25x
Need 1.25x RTX 5000
Memory Bandwidth
1.43x
Need 1.43x RTX 5000
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
2.31x
Need 2.31x GeForce RTX 2080
FP32 Compute
2.35x
Need 2.35x GeForce RTX 2080
VRAM
2.50x
Need 2.50x GeForce RTX 2080
Memory Bandwidth
1.43x
Need 1.43x GeForce RTX 2080

To match 1x NVIDIA GeForce RTX 2080

Intel Habana Gaudi 2
Compute (FP32-eq)
0.05x
Gaudi 2 is 21.39x faster
VRAM
0.08x
Gaudi 2 has 12.00x more
Memory Bandwidth
0.18x
Gaudi 2 has 5.47x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
27.60x
Need 27.60x GeForce GT 710
FP32 Compute
27.60x
Need 27.60x GeForce GT 710
VRAM
4.00x
Need 4.00x GeForce GT 710
Memory Bandwidth
31.11x
Need 31.11x GeForce GT 710
NVIDIA RTX 5000
Compute (FP32-eq)
0.23x
RTX 5000 is 4.42x faster
FP32 Compute
0.90x
RTX 5000 is 1.11x faster
VRAM
0.50x
RTX 5000 has 2.00x more
Memory Bandwidth
1.00x
RTX 5000 has 1.00x more
NVIDIA RTX A4500
Compute (FP32-eq)
0.43x
RTX A4500 is 2.31x faster
FP32 Compute
0.43x
RTX A4500 is 2.35x faster
VRAM
0.40x
RTX A4500 has 2.50x more
Memory Bandwidth
0.70x
RTX A4500 has 1.43x more

Pricing

Price TypeGaudi 2GeForce GT 710RTX 5000RTX A4500GeForce RTX 2080
CAPEX (Street Price)—————
OPEX (per hour)—$0.07/hr$0.82/hr$0.34/hr$0.07/hr
Price per TFLOPs (FP32-eq)—————