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 3NVIDIA RTX A4500NVIDIA GeForce RTX 3060 TiNVIDIA GeForce RTX 3090AMD MI355X
ArchitectureGaudi Gen3AmpereAmpereAmpereCDNA 4
Form FactorOAMPCIePCIePCIeOAM
VRAM128 GB20 GB8 GB24 GB288 GB
Memory Bandwidth3,700 GB/s640 GB/s448 GB/s936 GB/s8,000 GB/s
TFLOPs (FP32)—23.716.235.6320
TFLOPs (FP16)—————
TFLOPs1,83546.633.2715,300
TFLOPs (FP8)3,670————
TDP900 W200 W200 W350 W1000 W
Launch DateApr 2024Oct 2021Dec 2020Sep 2020Jun 2025

Efficiency Metrics

MetricGaudi 3RTX A4500GeForce RTX 3060 TiGeForce RTX 3090MI355X
TFLOPs per Watt (FP32-eq)1.020.120.080.102.65
Memory Bandwidth per GB28.9 GB/s32.0 GB/s56.0 GB/s39.0 GB/s27.8 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

NVIDIA RTX A4500
Compute (FP32-eq)
39.38x
Need 39.38x RTX A4500
VRAM
6.40x
Need 6.40x RTX A4500
Memory Bandwidth
5.78x
Need 5.78x RTX A4500
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
55.27x
Need 55.27x GeForce RTX 3060 Ti
VRAM
16.00x
Need 16.00x GeForce RTX 3060 Ti
Memory Bandwidth
8.26x
Need 8.26x GeForce RTX 3060 Ti
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
AMD MI355X
Compute (FP32-eq)
0.35x
MI355X is 2.89x faster
VRAM
0.44x
MI355X has 2.25x more
Memory Bandwidth
0.46x
MI355X has 2.16x more

To match 1x NVIDIA RTX A4500

Intel Habana Gaudi 3
Compute (FP32-eq)
0.03x
Gaudi 3 is 39.38x faster
VRAM
0.16x
Gaudi 3 has 6.40x more
Memory Bandwidth
0.17x
Gaudi 3 has 5.78x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
1.40x
Need 1.40x GeForce RTX 3060 Ti
FP32 Compute
1.46x
Need 1.46x GeForce RTX 3060 Ti
VRAM
2.50x
Need 2.50x GeForce RTX 3060 Ti
Memory Bandwidth
1.43x
Need 1.43x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.66x
GeForce RTX 3090 is 1.52x faster
FP32 Compute
0.67x
GeForce RTX 3090 is 1.50x faster
VRAM
0.83x
GeForce RTX 3090 has 1.20x more
Memory Bandwidth
0.68x
GeForce RTX 3090 has 1.46x more
AMD MI355X
Compute (FP32-eq)
0.01x
MI355X is 113.73x faster
FP32 Compute
0.07x
MI355X is 13.50x faster
VRAM
0.07x
MI355X has 14.40x more
Memory Bandwidth
0.08x
MI355X has 12.50x more

To match 1x NVIDIA GeForce RTX 3060 Ti

Intel Habana Gaudi 3
Compute (FP32-eq)
0.02x
Gaudi 3 is 55.27x faster
VRAM
0.06x
Gaudi 3 has 16.00x more
Memory Bandwidth
0.12x
Gaudi 3 has 8.26x more
NVIDIA RTX A4500
Compute (FP32-eq)
0.71x
RTX A4500 is 1.40x faster
FP32 Compute
0.68x
RTX A4500 is 1.46x faster
VRAM
0.40x
RTX A4500 has 2.50x more
Memory Bandwidth
0.70x
RTX A4500 has 1.43x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.47x
GeForce RTX 3090 is 2.14x faster
FP32 Compute
0.46x
GeForce RTX 3090 is 2.20x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
AMD MI355X
Compute (FP32-eq)
0.01x
MI355X is 159.64x faster
FP32 Compute
0.05x
MI355X is 19.75x faster
VRAM
0.03x
MI355X has 36.00x more
Memory Bandwidth
0.06x
MI355X has 17.86x 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
NVIDIA RTX A4500
Compute (FP32-eq)
1.52x
Need 1.52x RTX A4500
FP32 Compute
1.50x
Need 1.50x RTX A4500
VRAM
1.20x
Need 1.20x RTX A4500
Memory Bandwidth
1.46x
Need 1.46x RTX A4500
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
2.14x
Need 2.14x GeForce RTX 3060 Ti
FP32 Compute
2.20x
Need 2.20x GeForce RTX 3060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 3060 Ti
AMD MI355X
Compute (FP32-eq)
0.01x
MI355X is 74.65x faster
FP32 Compute
0.11x
MI355X is 8.99x faster
VRAM
0.08x
MI355X has 12.00x more
Memory Bandwidth
0.12x
MI355X has 8.55x more

To match 1x AMD MI355X

Intel Habana Gaudi 3
Compute (FP32-eq)
2.89x
Need 2.89x Gaudi 3
VRAM
2.25x
Need 2.25x Gaudi 3
Memory Bandwidth
2.16x
Need 2.16x Gaudi 3
NVIDIA RTX A4500
Compute (FP32-eq)
113.73x
Need 113.73x RTX A4500
FP32 Compute
13.50x
Need 13.50x RTX A4500
VRAM
14.40x
Need 14.40x RTX A4500
Memory Bandwidth
12.50x
Need 12.50x RTX A4500
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
159.64x
Need 159.64x GeForce RTX 3060 Ti
FP32 Compute
19.75x
Need 19.75x GeForce RTX 3060 Ti
VRAM
36.00x
Need 36.00x GeForce RTX 3060 Ti
Memory Bandwidth
17.86x
Need 17.86x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
74.65x
Need 74.65x GeForce RTX 3090
FP32 Compute
8.99x
Need 8.99x GeForce RTX 3090
VRAM
12.00x
Need 12.00x GeForce RTX 3090
Memory Bandwidth
8.55x
Need 8.55x GeForce RTX 3090

Pricing

Price TypeGaudi 3RTX A4500GeForce RTX 3060 TiGeForce RTX 3090MI355X
CAPEX (Street Price)$15,000————
OPEX (per hour)$1.20/hr$0.34/hr$0.05/hr$0.11/hr$20.72/hr
Price per TFLOPs (FP32-eq)$16————