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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

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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 2Groq LPU Inference EngineIntel Data Center GPU Max 1100NVIDIA RTX 5000 Ada GenerationNVIDIA Quadro P620NVIDIA GeForce RTX 3090
ArchitectureGaudi Gen2TSP (Tensor Streaming Processor)Ponte VecchioAda LovelacePascalAmpere
Form FactorOAM—OAMPCIePCIePCIe
VRAM96 GB230 GB48 GB32 GB2 GB24 GB
Memory Bandwidth2,450 GB/s—1,229 GB/s576 GB/s80 GB/s936 GB/s
TFLOPs (FP32)——2265.31.38635.6
TFLOPs (FP16)——177———
TFLOPs432—1771301.38671
TFLOPs (FP8)——————
TDP600 W300 W300 W250 W40 W350 W
Launch DateMay 2022Feb 2024Jan 2023Mar 2023Feb 2017Sep 2020

Efficiency Metrics

MetricGaudi 2LPU Inference EngineData Center GPU Max 1100RTX 5000 Ada GenerationQuadro P620GeForce RTX 3090
TFLOPs per Watt (FP32-eq)0.36—0.290.260.030.10
Memory Bandwidth per GB25.5 GB/s—25.6 GB/s18.0 GB/s40.0 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

Groq LPU Inference Engine
VRAM
0.42x
LPU Inference Engine has 2.40x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
2.44x
Need 2.44x Data Center GPU Max 1100
VRAM
2.00x
Need 2.00x Data Center GPU Max 1100
Memory Bandwidth
1.99x
Need 1.99x Data Center GPU Max 1100
NVIDIA RTX 5000 Ada Generation
Compute (FP32-eq)
3.32x
Need 3.32x RTX 5000 Ada Generation
VRAM
3.00x
Need 3.00x RTX 5000 Ada Generation
Memory Bandwidth
4.25x
Need 4.25x RTX 5000 Ada Generation
NVIDIA Quadro P620
Compute (FP32-eq)
155.84x
Need 155.84x Quadro P620
VRAM
48.00x
Need 48.00x Quadro P620
Memory Bandwidth
30.63x
Need 30.63x Quadro P620
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 Groq LPU Inference Engine

Intel Habana Gaudi 2
VRAM
2.40x
Need 2.40x Gaudi 2
Intel Data Center GPU Max 1100
VRAM
4.79x
Need 4.79x Data Center GPU Max 1100
NVIDIA RTX 5000 Ada Generation
VRAM
7.19x
Need 7.19x RTX 5000 Ada Generation
NVIDIA Quadro P620
VRAM
115.00x
Need 115.00x Quadro P620
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090

To match 1x Intel Data Center GPU Max 1100

Intel Habana Gaudi 2
Compute (FP32-eq)
0.41x
Gaudi 2 is 2.44x faster
VRAM
0.50x
Gaudi 2 has 2.00x more
Memory Bandwidth
0.50x
Gaudi 2 has 1.99x more
Groq LPU Inference Engine
VRAM
0.21x
LPU Inference Engine has 4.79x more
NVIDIA RTX 5000 Ada Generation
Compute (FP32-eq)
1.36x
Need 1.36x RTX 5000 Ada Generation
FP32 Compute
0.34x
RTX 5000 Ada Generation is 2.97x faster
VRAM
1.50x
Need 1.50x RTX 5000 Ada Generation
Memory Bandwidth
2.13x
Need 2.13x RTX 5000 Ada Generation
NVIDIA Quadro P620
Compute (FP32-eq)
63.85x
Need 63.85x Quadro P620
FP32 Compute
15.87x
Need 15.87x Quadro P620
VRAM
24.00x
Need 24.00x Quadro P620
Memory Bandwidth
15.36x
Need 15.36x Quadro P620
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.49x
Need 2.49x GeForce RTX 3090
FP32 Compute
0.62x
GeForce RTX 3090 is 1.62x faster
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.31x
Need 1.31x GeForce RTX 3090

To match 1x NVIDIA RTX 5000 Ada Generation

Intel Habana Gaudi 2
Compute (FP32-eq)
0.30x
Gaudi 2 is 3.32x faster
VRAM
0.33x
Gaudi 2 has 3.00x more
Memory Bandwidth
0.24x
Gaudi 2 has 4.25x more
Groq LPU Inference Engine
VRAM
0.14x
LPU Inference Engine has 7.19x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.73x
Data Center GPU Max 1100 is 1.36x faster
FP32 Compute
2.97x
Need 2.97x Data Center GPU Max 1100
VRAM
0.67x
Data Center GPU Max 1100 has 1.50x more
Memory Bandwidth
0.47x
Data Center GPU Max 1100 has 2.13x more
NVIDIA Quadro P620
Compute (FP32-eq)
46.90x
Need 46.90x Quadro P620
FP32 Compute
47.11x
Need 47.11x Quadro P620
VRAM
16.00x
Need 16.00x Quadro P620
Memory Bandwidth
7.20x
Need 7.20x Quadro P620
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.83x
Need 1.83x GeForce RTX 3090
FP32 Compute
1.83x
Need 1.83x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
Memory Bandwidth
0.62x
GeForce RTX 3090 has 1.63x more

To match 1x NVIDIA Quadro P620

Intel Habana Gaudi 2
Compute (FP32-eq)
0.01x
Gaudi 2 is 155.84x faster
VRAM
0.02x
Gaudi 2 has 48.00x more
Memory Bandwidth
0.03x
Gaudi 2 has 30.62x more
Groq LPU Inference Engine
VRAM
0.01x
LPU Inference Engine has 115.00x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.02x
Data Center GPU Max 1100 is 63.85x faster
FP32 Compute
0.06x
Data Center GPU Max 1100 is 15.87x faster
VRAM
0.04x
Data Center GPU Max 1100 has 24.00x more
Memory Bandwidth
0.07x
Data Center GPU Max 1100 has 15.36x more
NVIDIA RTX 5000 Ada Generation
Compute (FP32-eq)
0.02x
RTX 5000 Ada Generation is 46.90x faster
FP32 Compute
0.02x
RTX 5000 Ada Generation is 47.11x faster
VRAM
0.06x
RTX 5000 Ada Generation has 16.00x more
Memory Bandwidth
0.14x
RTX 5000 Ada Generation has 7.20x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.04x
GeForce RTX 3090 is 25.61x faster
FP32 Compute
0.04x
GeForce RTX 3090 is 25.69x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.09x
GeForce RTX 3090 has 11.70x 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
Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.40x
Data Center GPU Max 1100 is 2.49x faster
FP32 Compute
1.62x
Need 1.62x Data Center GPU Max 1100
VRAM
0.50x
Data Center GPU Max 1100 has 2.00x more
Memory Bandwidth
0.76x
Data Center GPU Max 1100 has 1.31x more
NVIDIA RTX 5000 Ada Generation
Compute (FP32-eq)
0.55x
RTX 5000 Ada Generation is 1.83x faster
FP32 Compute
0.55x
RTX 5000 Ada Generation is 1.83x faster
VRAM
0.75x
RTX 5000 Ada Generation has 1.33x more
Memory Bandwidth
1.63x
Need 1.63x RTX 5000 Ada Generation
NVIDIA Quadro P620
Compute (FP32-eq)
25.61x
Need 25.61x Quadro P620
FP32 Compute
25.69x
Need 25.69x Quadro P620
VRAM
12.00x
Need 12.00x Quadro P620
Memory Bandwidth
11.70x
Need 11.70x Quadro P620

Pricing

Price TypeGaudi 2LPU Inference EngineData Center GPU Max 1100RTX 5000 Ada GenerationQuadro P620GeForce RTX 3090
CAPEX (Street Price)——$5,000———
OPEX (per hour)————$0.06/hr$0.11/hr
Price per TFLOPs (FP32-eq)——$56———