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Showing 128 XPUs • 7 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 Quadro K620NVIDIA Quadro P600NVIDIA GeForce GTX 1070 TiNVIDIA GeForce RTX 3090NVIDIA A100 SXMNVIDIA RTX 4000
ArchitectureGaudi Gen2KeplerPascalPascalAmpereAmpereTuring
Form FactorOAMPCIePCIePCIePCIeSXMPCIe
VRAM96 GB2 GB2 GB8 GB24 GB80 GB8 GB
Memory Bandwidth2,450 GB/s29 GB/s64 GB/s256 GB/s936 GB/s2,039 GB/s416 GB/s
TFLOPs (FP32)—0.7681.1178.18635.619.57.1
TFLOPs (FP16)—————312—
TFLOPs4320.7681.1178.1867131257.6
TFLOPs (FP8)———————
TDP600 W45 W40 W180 W350 W400 W160 W
Launch DateMay 2022Jul 2014Feb 2017Nov 2017Sep 2020May 2020Nov 2018

Efficiency Metrics

MetricGaudi 2Quadro K620Quadro P600GeForce GTX 1070 TiGeForce RTX 3090A100 SXMRTX 4000
TFLOPs per Watt (FP32-eq)0.360.020.030.050.100.390.18
Memory Bandwidth per GB25.5 GB/s14.5 GB/s32.0 GB/s32.0 GB/s39.0 GB/s25.5 GB/s52.0 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 Quadro K620
Compute (FP32-eq)
281.25x
Need 281.25x Quadro K620
VRAM
48.00x
Need 48.00x Quadro K620
Memory Bandwidth
84.48x
Need 84.48x Quadro K620
NVIDIA Quadro P600
Compute (FP32-eq)
193.38x
Need 193.38x Quadro P600
VRAM
48.00x
Need 48.00x Quadro P600
Memory Bandwidth
38.28x
Need 38.28x Quadro P600
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
26.39x
Need 26.39x GeForce GTX 1070 Ti
VRAM
12.00x
Need 12.00x GeForce GTX 1070 Ti
Memory Bandwidth
9.57x
Need 9.57x GeForce GTX 1070 Ti
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
NVIDIA A100 SXM
Compute (FP32-eq)
1.38x
Need 1.38x A100 SXM
VRAM
1.20x
Need 1.20x A100 SXM
Memory Bandwidth
1.20x
Need 1.20x A100 SXM
NVIDIA RTX 4000
Compute (FP32-eq)
7.50x
Need 7.50x RTX 4000
VRAM
12.00x
Need 12.00x RTX 4000
Memory Bandwidth
5.89x
Need 5.89x RTX 4000

To match 1x NVIDIA Quadro K620

Intel Habana Gaudi 2
Compute (FP32-eq)
0.00x
Gaudi 2 is 281.25x faster
VRAM
0.02x
Gaudi 2 has 48.00x more
Memory Bandwidth
0.01x
Gaudi 2 has 84.48x more
NVIDIA Quadro P600
Compute (FP32-eq)
0.69x
Quadro P600 is 1.45x faster
FP32 Compute
0.69x
Quadro P600 is 1.45x faster
VRAM
1.00x
Quadro P600 has 1.00x more
Memory Bandwidth
0.45x
Quadro P600 has 2.21x more
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
0.09x
GeForce GTX 1070 Ti is 10.66x faster
FP32 Compute
0.09x
GeForce GTX 1070 Ti is 10.66x faster
VRAM
0.25x
GeForce GTX 1070 Ti has 4.00x more
Memory Bandwidth
0.11x
GeForce GTX 1070 Ti has 8.83x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.02x
GeForce RTX 3090 is 46.22x faster
FP32 Compute
0.02x
GeForce RTX 3090 is 46.35x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.03x
GeForce RTX 3090 has 32.28x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.00x
A100 SXM is 203.13x faster
FP32 Compute
0.04x
A100 SXM is 25.39x faster
VRAM
0.03x
A100 SXM has 40.00x more
Memory Bandwidth
0.01x
A100 SXM has 70.31x more
NVIDIA RTX 4000
Compute (FP32-eq)
0.03x
RTX 4000 is 37.50x faster
FP32 Compute
0.11x
RTX 4000 is 9.24x faster
VRAM
0.25x
RTX 4000 has 4.00x more
Memory Bandwidth
0.07x
RTX 4000 has 14.34x more

To match 1x NVIDIA Quadro P600

Intel Habana Gaudi 2
Compute (FP32-eq)
0.01x
Gaudi 2 is 193.38x faster
VRAM
0.02x
Gaudi 2 has 48.00x more
Memory Bandwidth
0.03x
Gaudi 2 has 38.28x more
NVIDIA Quadro K620
Compute (FP32-eq)
1.45x
Need 1.45x Quadro K620
FP32 Compute
1.45x
Need 1.45x Quadro K620
VRAM
1.00x
Quadro K620 has 1.00x more
Memory Bandwidth
2.21x
Need 2.21x Quadro K620
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
0.14x
GeForce GTX 1070 Ti is 7.33x faster
FP32 Compute
0.14x
GeForce GTX 1070 Ti is 7.33x faster
VRAM
0.25x
GeForce GTX 1070 Ti has 4.00x more
Memory Bandwidth
0.25x
GeForce GTX 1070 Ti has 4.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.03x
GeForce RTX 3090 is 31.78x faster
FP32 Compute
0.03x
GeForce RTX 3090 is 31.87x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.07x
GeForce RTX 3090 has 14.62x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.01x
A100 SXM is 139.66x faster
FP32 Compute
0.06x
A100 SXM is 17.46x faster
VRAM
0.03x
A100 SXM has 40.00x more
Memory Bandwidth
0.03x
A100 SXM has 31.86x more
NVIDIA RTX 4000
Compute (FP32-eq)
0.04x
RTX 4000 is 25.78x faster
FP32 Compute
0.16x
RTX 4000 is 6.36x faster
VRAM
0.25x
RTX 4000 has 4.00x more
Memory Bandwidth
0.15x
RTX 4000 has 6.50x more

To match 1x NVIDIA GeForce GTX 1070 Ti

Intel Habana Gaudi 2
Compute (FP32-eq)
0.04x
Gaudi 2 is 26.39x faster
VRAM
0.08x
Gaudi 2 has 12.00x more
Memory Bandwidth
0.10x
Gaudi 2 has 9.57x more
NVIDIA Quadro K620
Compute (FP32-eq)
10.66x
Need 10.66x Quadro K620
FP32 Compute
10.66x
Need 10.66x Quadro K620
VRAM
4.00x
Need 4.00x Quadro K620
Memory Bandwidth
8.83x
Need 8.83x Quadro K620
NVIDIA Quadro P600
Compute (FP32-eq)
7.33x
Need 7.33x Quadro P600
FP32 Compute
7.33x
Need 7.33x Quadro P600
VRAM
4.00x
Need 4.00x Quadro P600
Memory Bandwidth
4.00x
Need 4.00x Quadro P600
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.23x
GeForce RTX 3090 is 4.34x faster
FP32 Compute
0.23x
GeForce RTX 3090 is 4.35x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.27x
GeForce RTX 3090 has 3.66x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.05x
A100 SXM is 19.06x faster
FP32 Compute
0.42x
A100 SXM is 2.38x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.13x
A100 SXM has 7.96x more
NVIDIA RTX 4000
Compute (FP32-eq)
0.28x
RTX 4000 is 3.52x faster
FP32 Compute
1.15x
Need 1.15x RTX 4000
VRAM
1.00x
RTX 4000 has 1.00x more
Memory Bandwidth
0.62x
RTX 4000 has 1.63x 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 Quadro K620
Compute (FP32-eq)
46.22x
Need 46.22x Quadro K620
FP32 Compute
46.35x
Need 46.35x Quadro K620
VRAM
12.00x
Need 12.00x Quadro K620
Memory Bandwidth
32.28x
Need 32.28x Quadro K620
NVIDIA Quadro P600
Compute (FP32-eq)
31.78x
Need 31.78x Quadro P600
FP32 Compute
31.87x
Need 31.87x Quadro P600
VRAM
12.00x
Need 12.00x Quadro P600
Memory Bandwidth
14.63x
Need 14.63x Quadro P600
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
4.34x
Need 4.34x GeForce GTX 1070 Ti
FP32 Compute
4.35x
Need 4.35x GeForce GTX 1070 Ti
VRAM
3.00x
Need 3.00x GeForce GTX 1070 Ti
Memory Bandwidth
3.66x
Need 3.66x GeForce GTX 1070 Ti
NVIDIA A100 SXM
Compute (FP32-eq)
0.23x
A100 SXM is 4.39x faster
FP32 Compute
1.83x
Need 1.83x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.46x
A100 SXM has 2.18x more
NVIDIA RTX 4000
Compute (FP32-eq)
1.23x
Need 1.23x RTX 4000
FP32 Compute
5.01x
Need 5.01x RTX 4000
VRAM
3.00x
Need 3.00x RTX 4000
Memory Bandwidth
2.25x
Need 2.25x RTX 4000

To match 1x NVIDIA A100 SXM

Intel Habana Gaudi 2
Compute (FP32-eq)
0.72x
Gaudi 2 is 1.38x faster
VRAM
0.83x
Gaudi 2 has 1.20x more
Memory Bandwidth
0.83x
Gaudi 2 has 1.20x more
NVIDIA Quadro K620
Compute (FP32-eq)
203.13x
Need 203.13x Quadro K620
FP32 Compute
25.39x
Need 25.39x Quadro K620
VRAM
40.00x
Need 40.00x Quadro K620
Memory Bandwidth
70.31x
Need 70.31x Quadro K620
NVIDIA Quadro P600
Compute (FP32-eq)
139.66x
Need 139.66x Quadro P600
FP32 Compute
17.46x
Need 17.46x Quadro P600
VRAM
40.00x
Need 40.00x Quadro P600
Memory Bandwidth
31.86x
Need 31.86x Quadro P600
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
19.06x
Need 19.06x GeForce GTX 1070 Ti
FP32 Compute
2.38x
Need 2.38x GeForce GTX 1070 Ti
VRAM
10.00x
Need 10.00x GeForce GTX 1070 Ti
Memory Bandwidth
7.96x
Need 7.96x GeForce GTX 1070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
4.39x
Need 4.39x GeForce RTX 3090
FP32 Compute
0.55x
GeForce RTX 3090 is 1.83x faster
VRAM
3.33x
Need 3.33x GeForce RTX 3090
Memory Bandwidth
2.18x
Need 2.18x GeForce RTX 3090
NVIDIA RTX 4000
Compute (FP32-eq)
5.42x
Need 5.42x RTX 4000
FP32 Compute
2.75x
Need 2.75x RTX 4000
VRAM
10.00x
Need 10.00x RTX 4000
Memory Bandwidth
4.90x
Need 4.90x RTX 4000

To match 1x NVIDIA RTX 4000

Intel Habana Gaudi 2
Compute (FP32-eq)
0.13x
Gaudi 2 is 7.50x faster
VRAM
0.08x
Gaudi 2 has 12.00x more
Memory Bandwidth
0.17x
Gaudi 2 has 5.89x more
NVIDIA Quadro K620
Compute (FP32-eq)
37.50x
Need 37.50x Quadro K620
FP32 Compute
9.24x
Need 9.24x Quadro K620
VRAM
4.00x
Need 4.00x Quadro K620
Memory Bandwidth
14.34x
Need 14.34x Quadro K620
NVIDIA Quadro P600
Compute (FP32-eq)
25.78x
Need 25.78x Quadro P600
FP32 Compute
6.36x
Need 6.36x Quadro P600
VRAM
4.00x
Need 4.00x Quadro P600
Memory Bandwidth
6.50x
Need 6.50x Quadro P600
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
3.52x
Need 3.52x GeForce GTX 1070 Ti
FP32 Compute
0.87x
GeForce GTX 1070 Ti is 1.15x faster
VRAM
1.00x
GeForce GTX 1070 Ti has 1.00x more
Memory Bandwidth
1.63x
Need 1.63x GeForce GTX 1070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.81x
GeForce RTX 3090 is 1.23x faster
FP32 Compute
0.20x
GeForce RTX 3090 is 5.01x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.44x
GeForce RTX 3090 has 2.25x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.18x
A100 SXM is 5.42x faster
FP32 Compute
0.36x
A100 SXM is 2.75x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.20x
A100 SXM has 4.90x more

Pricing

Price TypeGaudi 2Quadro K620Quadro P600GeForce GTX 1070 TiGeForce RTX 3090A100 SXMRTX 4000
CAPEX (Street Price)—————$15,000—
OPEX (per hour)—$0.05/hr$0.05/hr$0.05/hr$0.11/hr$4.05/hr$0.34/hr
Price per TFLOPs (FP32-eq)—————$96—