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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 2Intel Habana Gaudi 3NVIDIA A40NVIDIA GeForce GTX 1070 TiNVIDIA GeForce RTX 3070NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureGaudi Gen2Gaudi Gen3AmperePascalAmpereAmpereAmpere
Form FactorOAMOAMPCIePCIePCIePCIeSXM
VRAM96 GB128 GB48 GB8 GB8 GB24 GB80 GB
Memory Bandwidth2,450 GB/s3,700 GB/s696 GB/s256 GB/s448 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)——37.48.18620.435.619.5
TFLOPs (FP16)——150———312
TFLOPs4321,8351508.18640.571312
TFLOPs (FP8)—3,670—————
TDP600 W900 W300 W180 W220 W350 W400 W
Launch DateMay 2022Apr 2024Oct 2020Nov 2017Oct 2020Sep 2020May 2020

Efficiency Metrics

MetricGaudi 2Gaudi 3A40GeForce GTX 1070 TiGeForce RTX 3070GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)0.361.020.250.050.090.100.39
Memory Bandwidth per GB25.5 GB/s28.9 GB/s14.5 GB/s32.0 GB/s56.0 GB/s39.0 GB/s25.5 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

Intel Habana Gaudi 3
Compute (FP32-eq)
0.24x
Gaudi 3 is 4.25x faster
VRAM
0.75x
Gaudi 3 has 1.33x more
Memory Bandwidth
0.66x
Gaudi 3 has 1.51x more
NVIDIA A40
Compute (FP32-eq)
2.88x
Need 2.88x A40
VRAM
2.00x
Need 2.00x A40
Memory Bandwidth
3.52x
Need 3.52x A40
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 3070
Compute (FP32-eq)
10.67x
Need 10.67x GeForce RTX 3070
VRAM
12.00x
Need 12.00x GeForce RTX 3070
Memory Bandwidth
5.47x
Need 5.47x GeForce RTX 3070
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

To match 1x Intel Habana Gaudi 3

Intel Habana Gaudi 2
Compute (FP32-eq)
4.25x
Need 4.25x Gaudi 2
VRAM
1.33x
Need 1.33x Gaudi 2
Memory Bandwidth
1.51x
Need 1.51x Gaudi 2
NVIDIA A40
Compute (FP32-eq)
12.23x
Need 12.23x A40
VRAM
2.67x
Need 2.67x A40
Memory Bandwidth
5.32x
Need 5.32x A40
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
112.08x
Need 112.08x GeForce GTX 1070 Ti
VRAM
16.00x
Need 16.00x GeForce GTX 1070 Ti
Memory Bandwidth
14.45x
Need 14.45x GeForce GTX 1070 Ti
NVIDIA GeForce RTX 3070
Compute (FP32-eq)
45.31x
Need 45.31x GeForce RTX 3070
VRAM
16.00x
Need 16.00x GeForce RTX 3070
Memory Bandwidth
8.26x
Need 8.26x GeForce RTX 3070
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 A100 SXM
Compute (FP32-eq)
5.88x
Need 5.88x A100 SXM
VRAM
1.60x
Need 1.60x A100 SXM
Memory Bandwidth
1.81x
Need 1.81x A100 SXM

To match 1x NVIDIA A40

Intel Habana Gaudi 2
Compute (FP32-eq)
0.35x
Gaudi 2 is 2.88x faster
VRAM
0.50x
Gaudi 2 has 2.00x more
Memory Bandwidth
0.28x
Gaudi 2 has 3.52x more
Intel Habana Gaudi 3
Compute (FP32-eq)
0.08x
Gaudi 3 is 12.23x faster
VRAM
0.38x
Gaudi 3 has 2.67x more
Memory Bandwidth
0.19x
Gaudi 3 has 5.32x more
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
9.16x
Need 9.16x GeForce GTX 1070 Ti
FP32 Compute
4.57x
Need 4.57x GeForce GTX 1070 Ti
VRAM
6.00x
Need 6.00x GeForce GTX 1070 Ti
Memory Bandwidth
2.72x
Need 2.72x GeForce GTX 1070 Ti
NVIDIA GeForce RTX 3070
Compute (FP32-eq)
3.70x
Need 3.70x GeForce RTX 3070
FP32 Compute
1.83x
Need 1.83x GeForce RTX 3070
VRAM
6.00x
Need 6.00x GeForce RTX 3070
Memory Bandwidth
1.55x
Need 1.55x GeForce RTX 3070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.11x
Need 2.11x GeForce RTX 3090
FP32 Compute
1.05x
Need 1.05x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.74x
GeForce RTX 3090 has 1.34x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.48x
A100 SXM is 2.08x faster
FP32 Compute
1.92x
Need 1.92x A100 SXM
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.34x
A100 SXM has 2.93x 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
Intel Habana Gaudi 3
Compute (FP32-eq)
0.01x
Gaudi 3 is 112.08x faster
VRAM
0.06x
Gaudi 3 has 16.00x more
Memory Bandwidth
0.07x
Gaudi 3 has 14.45x more
NVIDIA A40
Compute (FP32-eq)
0.11x
A40 is 9.16x faster
FP32 Compute
0.22x
A40 is 4.57x faster
VRAM
0.17x
A40 has 6.00x more
Memory Bandwidth
0.37x
A40 has 2.72x more
NVIDIA GeForce RTX 3070
Compute (FP32-eq)
0.40x
GeForce RTX 3070 is 2.47x faster
FP32 Compute
0.40x
GeForce RTX 3070 is 2.49x faster
VRAM
1.00x
GeForce RTX 3070 has 1.00x more
Memory Bandwidth
0.57x
GeForce RTX 3070 has 1.75x more
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

To match 1x NVIDIA GeForce RTX 3070

Intel Habana Gaudi 2
Compute (FP32-eq)
0.09x
Gaudi 2 is 10.67x faster
VRAM
0.08x
Gaudi 2 has 12.00x more
Memory Bandwidth
0.18x
Gaudi 2 has 5.47x more
Intel Habana Gaudi 3
Compute (FP32-eq)
0.02x
Gaudi 3 is 45.31x faster
VRAM
0.06x
Gaudi 3 has 16.00x more
Memory Bandwidth
0.12x
Gaudi 3 has 8.26x more
NVIDIA A40
Compute (FP32-eq)
0.27x
A40 is 3.70x faster
FP32 Compute
0.55x
A40 is 1.83x faster
VRAM
0.17x
A40 has 6.00x more
Memory Bandwidth
0.64x
A40 has 1.55x more
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
2.47x
Need 2.47x GeForce GTX 1070 Ti
FP32 Compute
2.49x
Need 2.49x GeForce GTX 1070 Ti
VRAM
1.00x
GeForce GTX 1070 Ti has 1.00x more
Memory Bandwidth
1.75x
Need 1.75x GeForce GTX 1070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.57x
GeForce RTX 3090 is 1.75x faster
FP32 Compute
0.57x
GeForce RTX 3090 is 1.75x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.13x
A100 SXM is 7.70x faster
FP32 Compute
1.05x
Need 1.05x A100 SXM
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x 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
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 A40
Compute (FP32-eq)
0.47x
A40 is 2.11x faster
FP32 Compute
0.95x
A40 is 1.05x faster
VRAM
0.50x
A40 has 2.00x more
Memory Bandwidth
1.34x
Need 1.34x A40
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 GeForce RTX 3070
Compute (FP32-eq)
1.75x
Need 1.75x GeForce RTX 3070
FP32 Compute
1.75x
Need 1.75x GeForce RTX 3070
VRAM
3.00x
Need 3.00x GeForce RTX 3070
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 3070
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

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
Intel Habana Gaudi 3
Compute (FP32-eq)
0.17x
Gaudi 3 is 5.88x faster
VRAM
0.63x
Gaudi 3 has 1.60x more
Memory Bandwidth
0.55x
Gaudi 3 has 1.81x more
NVIDIA A40
Compute (FP32-eq)
2.08x
Need 2.08x A40
FP32 Compute
0.52x
A40 is 1.92x faster
VRAM
1.67x
Need 1.67x A40
Memory Bandwidth
2.93x
Need 2.93x A40
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 3070
Compute (FP32-eq)
7.70x
Need 7.70x GeForce RTX 3070
FP32 Compute
0.96x
GeForce RTX 3070 is 1.05x faster
VRAM
10.00x
Need 10.00x GeForce RTX 3070
Memory Bandwidth
4.55x
Need 4.55x GeForce RTX 3070
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

Pricing

Price TypeGaudi 2Gaudi 3A40GeForce GTX 1070 TiGeForce RTX 3070GeForce RTX 3090A100 SXM
CAPEX (Street Price)—$15,000$6,000———$15,000
OPEX (per hour)—$1.20/hr$2.23/hr$0.05/hr$0.05/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)—$16$80———$96