Compare XPUs

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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 3Groq LPU Inference EngineNVIDIA T4GNVIDIA RTX A2000NVIDIA GeForce RTX 3090AMD MI355X
ArchitectureGaudi Gen3TSP (Tensor Streaming Processor)TuringAmpereAmpereCDNA 4
Form FactorOAM—PCIePCIePCIeOAM
VRAM128 GB230 GB16 GB12 GB24 GB288 GB
Memory Bandwidth3,700 GB/s—320 GB/s288 GB/s936 GB/s8,000 GB/s
TFLOPs (FP32)——8.1835.6320
TFLOPs (FP16)——————
TFLOPs1,835—6516715,300
TFLOPs (FP8)3,670—————
TDP900 W300 W70 W70 W350 W1000 W
Launch DateApr 2024Feb 2024May 2020Oct 2021Sep 2020Jun 2025

Efficiency Metrics

MetricGaudi 3LPU Inference EngineT4GRTX A2000GeForce RTX 3090MI355X
TFLOPs per Watt (FP32-eq)1.02—0.460.110.102.65
Memory Bandwidth per GB28.9 GB/s—20.0 GB/s24.0 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

Groq LPU Inference Engine
VRAM
0.56x
LPU Inference Engine has 1.80x more
NVIDIA T4G
Compute (FP32-eq)
28.23x
Need 28.23x T4G
VRAM
8.00x
Need 8.00x T4G
Memory Bandwidth
11.56x
Need 11.56x T4G
NVIDIA RTX A2000
Compute (FP32-eq)
114.69x
Need 114.69x RTX A2000
VRAM
10.67x
Need 10.67x RTX A2000
Memory Bandwidth
12.85x
Need 12.85x RTX A2000
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 Groq LPU Inference Engine

Intel Habana Gaudi 3
VRAM
1.80x
Need 1.80x Gaudi 3
NVIDIA T4G
VRAM
14.38x
Need 14.38x T4G
NVIDIA RTX A2000
VRAM
19.17x
Need 19.17x RTX A2000
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090
AMD MI355X
VRAM
0.80x
MI355X has 1.25x more

To match 1x NVIDIA T4G

Intel Habana Gaudi 3
Compute (FP32-eq)
0.04x
Gaudi 3 is 28.23x faster
VRAM
0.13x
Gaudi 3 has 8.00x more
Memory Bandwidth
0.09x
Gaudi 3 has 11.56x more
Groq LPU Inference Engine
VRAM
0.07x
LPU Inference Engine has 14.38x more
NVIDIA RTX A2000
Compute (FP32-eq)
4.06x
Need 4.06x RTX A2000
FP32 Compute
1.01x
Need 1.01x RTX A2000
VRAM
1.33x
Need 1.33x RTX A2000
Memory Bandwidth
1.11x
Need 1.11x RTX A2000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.92x
GeForce RTX 3090 is 1.09x faster
FP32 Compute
0.23x
GeForce RTX 3090 is 4.40x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.34x
GeForce RTX 3090 has 2.92x more
AMD MI355X
Compute (FP32-eq)
0.01x
MI355X is 81.54x faster
FP32 Compute
0.03x
MI355X is 39.51x faster
VRAM
0.06x
MI355X has 18.00x more
Memory Bandwidth
0.04x
MI355X has 25.00x more

To match 1x NVIDIA RTX A2000

Intel Habana Gaudi 3
Compute (FP32-eq)
0.01x
Gaudi 3 is 114.69x faster
VRAM
0.09x
Gaudi 3 has 10.67x more
Memory Bandwidth
0.08x
Gaudi 3 has 12.85x more
Groq LPU Inference Engine
VRAM
0.05x
LPU Inference Engine has 19.17x more
NVIDIA T4G
Compute (FP32-eq)
0.25x
T4G is 4.06x faster
FP32 Compute
0.99x
T4G is 1.01x faster
VRAM
0.75x
T4G has 1.33x more
Memory Bandwidth
0.90x
T4G has 1.11x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.23x
GeForce RTX 3090 is 4.44x faster
FP32 Compute
0.22x
GeForce RTX 3090 is 4.45x faster
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.31x
GeForce RTX 3090 has 3.25x more
AMD MI355X
Compute (FP32-eq)
0.00x
MI355X is 331.25x faster
FP32 Compute
0.03x
MI355X is 40.00x faster
VRAM
0.04x
MI355X has 24.00x more
Memory Bandwidth
0.04x
MI355X has 27.78x 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
Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
NVIDIA T4G
Compute (FP32-eq)
1.09x
Need 1.09x T4G
FP32 Compute
4.40x
Need 4.40x T4G
VRAM
1.50x
Need 1.50x T4G
Memory Bandwidth
2.92x
Need 2.92x T4G
NVIDIA RTX A2000
Compute (FP32-eq)
4.44x
Need 4.44x RTX A2000
FP32 Compute
4.45x
Need 4.45x RTX A2000
VRAM
2.00x
Need 2.00x RTX A2000
Memory Bandwidth
3.25x
Need 3.25x RTX A2000
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
Groq LPU Inference Engine
VRAM
1.25x
Need 1.25x LPU Inference Engine
NVIDIA T4G
Compute (FP32-eq)
81.54x
Need 81.54x T4G
FP32 Compute
39.51x
Need 39.51x T4G
VRAM
18.00x
Need 18.00x T4G
Memory Bandwidth
25.00x
Need 25.00x T4G
NVIDIA RTX A2000
Compute (FP32-eq)
331.25x
Need 331.25x RTX A2000
FP32 Compute
40.00x
Need 40.00x RTX A2000
VRAM
24.00x
Need 24.00x RTX A2000
Memory Bandwidth
27.78x
Need 27.78x RTX A2000
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 3LPU Inference EngineT4GRTX A2000GeForce RTX 3090MI355X
CAPEX (Street Price)$15,000—————
OPEX (per hour)$1.20/hr—$0.42/hr$0.04/hr$0.11/hr$20.72/hr
Price per TFLOPs (FP32-eq)$16—————