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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 3Cambricon MLU370Google TPU v4NVIDIA RTX 4500 Ada GenerationNVIDIA GeForce RTX 4070 Ti SuperNVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureGaudi Gen3MLU CoreTPU v4Ada LovelaceAda LovelaceAmpereAmpere
Form FactorOAM—MezzaninePCIePCIePCIeSXM
VRAM128 GB48 GB32 GB24 GB16 GB24 GB80 GB
Memory Bandwidth3,700 GB/s——576 GB/s672 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)———48.5—35.619.5
TFLOPs (FP16)——————312
TFLOPs1,835256275978871312
TFLOPs (FP8)3,670——————
TDP900 W300 W300 W210 W285 W350 W400 W
Launch DateApr 2024Nov 2022May 2021Mar 2023Jan 2024Sep 2020May 2020

Efficiency Metrics

MetricGaudi 3MLU370TPU v4RTX 4500 Ada GenerationGeForce RTX 4070 Ti SuperGeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)1.020.430.460.230.150.100.39
Memory Bandwidth per GB28.9 GB/s——24.0 GB/s42.0 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 3

Cambricon MLU370
Compute (FP32-eq)
7.17x
Need 7.17x MLU370
VRAM
2.67x
Need 2.67x MLU370
Google TPU v4
Compute (FP32-eq)
6.67x
Need 6.67x TPU v4
VRAM
4.00x
Need 4.00x TPU v4
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
18.92x
Need 18.92x RTX 4500 Ada Generation
VRAM
5.33x
Need 5.33x RTX 4500 Ada Generation
Memory Bandwidth
6.42x
Need 6.42x RTX 4500 Ada Generation
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
20.85x
Need 20.85x GeForce RTX 4070 Ti Super
VRAM
8.00x
Need 8.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
5.51x
Need 5.51x GeForce RTX 4070 Ti Super
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 Cambricon MLU370

Intel Habana Gaudi 3
Compute (FP32-eq)
0.14x
Gaudi 3 is 7.17x faster
VRAM
0.38x
Gaudi 3 has 2.67x more
Google TPU v4
Compute (FP32-eq)
0.93x
TPU v4 is 1.07x faster
VRAM
1.50x
Need 1.50x TPU v4
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
2.64x
Need 2.64x RTX 4500 Ada Generation
VRAM
2.00x
Need 2.00x RTX 4500 Ada Generation
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
2.91x
Need 2.91x GeForce RTX 4070 Ti Super
VRAM
3.00x
Need 3.00x GeForce RTX 4070 Ti Super
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.61x
Need 3.61x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.82x
A100 SXM is 1.22x faster
VRAM
0.60x
A100 SXM has 1.67x more

To match 1x Google TPU v4

Intel Habana Gaudi 3
Compute (FP32-eq)
0.15x
Gaudi 3 is 6.67x faster
VRAM
0.25x
Gaudi 3 has 4.00x more
Cambricon MLU370
Compute (FP32-eq)
1.07x
Need 1.07x MLU370
VRAM
0.67x
MLU370 has 1.50x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
2.84x
Need 2.84x RTX 4500 Ada Generation
VRAM
1.33x
Need 1.33x RTX 4500 Ada Generation
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
3.13x
Need 3.13x GeForce RTX 4070 Ti Super
VRAM
2.00x
Need 2.00x GeForce RTX 4070 Ti Super
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.87x
Need 3.87x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.88x
A100 SXM is 1.13x faster
VRAM
0.40x
A100 SXM has 2.50x more

To match 1x NVIDIA RTX 4500 Ada Generation

Intel Habana Gaudi 3
Compute (FP32-eq)
0.05x
Gaudi 3 is 18.92x faster
VRAM
0.19x
Gaudi 3 has 5.33x more
Memory Bandwidth
0.16x
Gaudi 3 has 6.42x more
Cambricon MLU370
Compute (FP32-eq)
0.38x
MLU370 is 2.64x faster
VRAM
0.50x
MLU370 has 2.00x more
Google TPU v4
Compute (FP32-eq)
0.35x
TPU v4 is 2.84x faster
VRAM
0.75x
TPU v4 has 1.33x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
1.10x
Need 1.10x GeForce RTX 4070 Ti Super
VRAM
1.50x
Need 1.50x GeForce RTX 4070 Ti Super
Memory Bandwidth
0.86x
GeForce RTX 4070 Ti Super has 1.17x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.37x
Need 1.37x GeForce RTX 3090
FP32 Compute
1.36x
Need 1.36x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.62x
GeForce RTX 3090 has 1.63x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.31x
A100 SXM is 3.22x faster
FP32 Compute
2.49x
Need 2.49x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.28x
A100 SXM has 3.54x more

To match 1x NVIDIA GeForce RTX 4070 Ti Super

Intel Habana Gaudi 3
Compute (FP32-eq)
0.05x
Gaudi 3 is 20.85x faster
VRAM
0.13x
Gaudi 3 has 8.00x more
Memory Bandwidth
0.18x
Gaudi 3 has 5.51x more
Cambricon MLU370
Compute (FP32-eq)
0.34x
MLU370 is 2.91x faster
VRAM
0.33x
MLU370 has 3.00x more
Google TPU v4
Compute (FP32-eq)
0.32x
TPU v4 is 3.13x faster
VRAM
0.50x
TPU v4 has 2.00x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.91x
RTX 4500 Ada Generation is 1.10x faster
VRAM
0.67x
RTX 4500 Ada Generation has 1.50x more
Memory Bandwidth
1.17x
Need 1.17x RTX 4500 Ada Generation
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.24x
Need 1.24x GeForce RTX 3090
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.72x
GeForce RTX 3090 has 1.39x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.28x
A100 SXM is 3.55x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.33x
A100 SXM has 3.03x 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
Cambricon MLU370
Compute (FP32-eq)
0.28x
MLU370 is 3.61x faster
VRAM
0.50x
MLU370 has 2.00x more
Google TPU v4
Compute (FP32-eq)
0.26x
TPU v4 is 3.87x faster
VRAM
0.75x
TPU v4 has 1.33x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.73x
RTX 4500 Ada Generation is 1.37x faster
FP32 Compute
0.73x
RTX 4500 Ada Generation is 1.36x faster
VRAM
1.00x
RTX 4500 Ada Generation has 1.00x more
Memory Bandwidth
1.63x
Need 1.63x RTX 4500 Ada Generation
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
0.81x
GeForce RTX 4070 Ti Super is 1.24x faster
VRAM
1.50x
Need 1.50x GeForce RTX 4070 Ti Super
Memory Bandwidth
1.39x
Need 1.39x GeForce RTX 4070 Ti Super
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 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
Cambricon MLU370
Compute (FP32-eq)
1.22x
Need 1.22x MLU370
VRAM
1.67x
Need 1.67x MLU370
Google TPU v4
Compute (FP32-eq)
1.13x
Need 1.13x TPU v4
VRAM
2.50x
Need 2.50x TPU v4
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
3.22x
Need 3.22x RTX 4500 Ada Generation
FP32 Compute
0.40x
RTX 4500 Ada Generation is 2.49x faster
VRAM
3.33x
Need 3.33x RTX 4500 Ada Generation
Memory Bandwidth
3.54x
Need 3.54x RTX 4500 Ada Generation
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
3.55x
Need 3.55x GeForce RTX 4070 Ti Super
VRAM
5.00x
Need 5.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
3.03x
Need 3.03x GeForce RTX 4070 Ti Super
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 3MLU370TPU v4RTX 4500 Ada GenerationGeForce RTX 4070 Ti SuperGeForce RTX 3090A100 SXM
CAPEX (Street Price)$15,000—————$15,000
OPEX (per hour)$1.20/hr—$3.00/hr—$0.12/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)$16—————$96