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 2Intel Habana Gaudi 3Intel Data Center GPU Max 1100NVIDIA RTX 5000 BlackwellNVIDIA GeForce GTX 1080
ArchitectureGaudi Gen2Gaudi Gen3Ponte VecchioBlackwellPascal
Form FactorOAMOAMOAMPCIePCIe
VRAM96 GB128 GB48 GB32 GB8 GB
Memory Bandwidth2,450 GB/s3,700 GB/s1,229 GB/s896 GB/s320 GB/s
TFLOPs (FP32)——221218.873
TFLOPs (FP16)——177——
TFLOPs4321,8351772428.873
TFLOPs (FP8)—3,670———
TDP600 W900 W300 W250 W180 W
Launch DateMay 2022Apr 2024Jan 2023Jan 2025May 2016

Efficiency Metrics

MetricGaudi 2Gaudi 3Data Center GPU Max 1100RTX 5000 BlackwellGeForce GTX 1080
TFLOPs per Watt (FP32-eq)0.361.020.290.480.05
Memory Bandwidth per GB25.5 GB/s28.9 GB/s25.6 GB/s28.0 GB/s40.0 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

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
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 Blackwell
Compute (FP32-eq)
1.79x
Need 1.79x RTX 5000 Blackwell
VRAM
3.00x
Need 3.00x RTX 5000 Blackwell
Memory Bandwidth
2.73x
Need 2.73x RTX 5000 Blackwell
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
24.34x
Need 24.34x GeForce GTX 1080
VRAM
12.00x
Need 12.00x GeForce GTX 1080
Memory Bandwidth
7.66x
Need 7.66x GeForce GTX 1080

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
Intel Data Center GPU Max 1100
Compute (FP32-eq)
10.37x
Need 10.37x Data Center GPU Max 1100
VRAM
2.67x
Need 2.67x Data Center GPU Max 1100
Memory Bandwidth
3.01x
Need 3.01x Data Center GPU Max 1100
NVIDIA RTX 5000 Blackwell
Compute (FP32-eq)
7.58x
Need 7.58x RTX 5000 Blackwell
VRAM
4.00x
Need 4.00x RTX 5000 Blackwell
Memory Bandwidth
4.13x
Need 4.13x RTX 5000 Blackwell
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
103.40x
Need 103.40x GeForce GTX 1080
VRAM
16.00x
Need 16.00x GeForce GTX 1080
Memory Bandwidth
11.56x
Need 11.56x GeForce GTX 1080

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
Intel Habana Gaudi 3
Compute (FP32-eq)
0.10x
Gaudi 3 is 10.37x faster
VRAM
0.38x
Gaudi 3 has 2.67x more
Memory Bandwidth
0.33x
Gaudi 3 has 3.01x more
NVIDIA RTX 5000 Blackwell
Compute (FP32-eq)
0.73x
RTX 5000 Blackwell is 1.37x faster
FP32 Compute
0.18x
RTX 5000 Blackwell is 5.50x faster
VRAM
1.50x
Need 1.50x RTX 5000 Blackwell
Memory Bandwidth
1.37x
Need 1.37x RTX 5000 Blackwell
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
9.97x
Need 9.97x GeForce GTX 1080
FP32 Compute
2.48x
Need 2.48x GeForce GTX 1080
VRAM
6.00x
Need 6.00x GeForce GTX 1080
Memory Bandwidth
3.84x
Need 3.84x GeForce GTX 1080

To match 1x NVIDIA RTX 5000 Blackwell

Intel Habana Gaudi 2
Compute (FP32-eq)
0.56x
Gaudi 2 is 1.79x faster
VRAM
0.33x
Gaudi 2 has 3.00x more
Memory Bandwidth
0.37x
Gaudi 2 has 2.73x more
Intel Habana Gaudi 3
Compute (FP32-eq)
0.13x
Gaudi 3 is 7.58x faster
VRAM
0.25x
Gaudi 3 has 4.00x more
Memory Bandwidth
0.24x
Gaudi 3 has 4.13x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
1.37x
Need 1.37x Data Center GPU Max 1100
FP32 Compute
5.50x
Need 5.50x Data Center GPU Max 1100
VRAM
0.67x
Data Center GPU Max 1100 has 1.50x more
Memory Bandwidth
0.73x
Data Center GPU Max 1100 has 1.37x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
13.64x
Need 13.64x GeForce GTX 1080
FP32 Compute
13.64x
Need 13.64x GeForce GTX 1080
VRAM
4.00x
Need 4.00x GeForce GTX 1080
Memory Bandwidth
2.80x
Need 2.80x GeForce GTX 1080

To match 1x NVIDIA GeForce GTX 1080

Intel Habana Gaudi 2
Compute (FP32-eq)
0.04x
Gaudi 2 is 24.34x faster
VRAM
0.08x
Gaudi 2 has 12.00x more
Memory Bandwidth
0.13x
Gaudi 2 has 7.66x more
Intel Habana Gaudi 3
Compute (FP32-eq)
0.01x
Gaudi 3 is 103.40x faster
VRAM
0.06x
Gaudi 3 has 16.00x more
Memory Bandwidth
0.09x
Gaudi 3 has 11.56x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.10x
Data Center GPU Max 1100 is 9.97x faster
FP32 Compute
0.40x
Data Center GPU Max 1100 is 2.48x faster
VRAM
0.17x
Data Center GPU Max 1100 has 6.00x more
Memory Bandwidth
0.26x
Data Center GPU Max 1100 has 3.84x more
NVIDIA RTX 5000 Blackwell
Compute (FP32-eq)
0.07x
RTX 5000 Blackwell is 13.64x faster
FP32 Compute
0.07x
RTX 5000 Blackwell is 13.64x faster
VRAM
0.25x
RTX 5000 Blackwell has 4.00x more
Memory Bandwidth
0.36x
RTX 5000 Blackwell has 2.80x more

Pricing

Price TypeGaudi 2Gaudi 3Data Center GPU Max 1100RTX 5000 BlackwellGeForce GTX 1080
CAPEX (Street Price)—$15,000$5,000——
OPEX (per hour)—$1.20/hr——$0.04/hr
Price per TFLOPs (FP32-eq)—$16$56——