Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Clear all (6)Jump to results
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

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

SpecificationGroq LPU Inference EngineGoogle TPU v4NVIDIA Quadro M60NVIDIA Quadro P620NVIDIA T4GNVIDIA GeForce RTX 3090
ArchitectureTSP (Tensor Streaming Processor)TPU v4MaxwellPascalTuringAmpere
Form Factor—MezzaninePCIePCIePCIePCIe
VRAM230 GB32 GB16 GB2 GB16 GB24 GB
Memory Bandwidth——320 GB/s80 GB/s320 GB/s936 GB/s
TFLOPs (FP32)——4.8251.3868.135.6
TFLOPs (FP16)——————
TFLOPs—2754.8251.3866571
TFLOPs (FP8)——————
TDP300 W300 W300 W40 W70 W350 W
Launch DateFeb 2024May 2021Mar 2016Feb 2017May 2020Sep 2020

Efficiency Metrics

MetricLPU Inference EngineTPU v4Quadro M60Quadro P620T4GGeForce RTX 3090
TFLOPs per Watt (FP32-eq)—0.460.020.030.460.10
Memory Bandwidth per GB——20.0 GB/s40.0 GB/s20.0 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 Groq LPU Inference Engine

Google TPU v4
VRAM
7.19x
Need 7.19x TPU v4
NVIDIA Quadro M60
VRAM
14.38x
Need 14.38x Quadro M60
NVIDIA Quadro P620
VRAM
115.00x
Need 115.00x Quadro P620
NVIDIA T4G
VRAM
14.38x
Need 14.38x T4G
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090

To match 1x Google TPU v4

Groq LPU Inference Engine
VRAM
0.14x
LPU Inference Engine has 7.19x more
NVIDIA Quadro M60
Compute (FP32-eq)
28.50x
Need 28.50x Quadro M60
VRAM
2.00x
Need 2.00x Quadro M60
NVIDIA Quadro P620
Compute (FP32-eq)
99.21x
Need 99.21x Quadro P620
VRAM
16.00x
Need 16.00x Quadro P620
NVIDIA T4G
Compute (FP32-eq)
4.23x
Need 4.23x T4G
VRAM
2.00x
Need 2.00x T4G
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.87x
Need 3.87x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090

To match 1x NVIDIA Quadro M60

Groq LPU Inference Engine
VRAM
0.07x
LPU Inference Engine has 14.38x more
Google TPU v4
Compute (FP32-eq)
0.04x
TPU v4 is 28.50x faster
VRAM
0.50x
TPU v4 has 2.00x more
NVIDIA Quadro P620
Compute (FP32-eq)
3.48x
Need 3.48x Quadro P620
FP32 Compute
3.48x
Need 3.48x Quadro P620
VRAM
8.00x
Need 8.00x Quadro P620
Memory Bandwidth
4.00x
Need 4.00x Quadro P620
NVIDIA T4G
Compute (FP32-eq)
0.15x
T4G is 6.74x faster
FP32 Compute
0.60x
T4G is 1.68x faster
VRAM
1.00x
T4G has 1.00x more
Memory Bandwidth
1.00x
T4G has 1.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.14x
GeForce RTX 3090 is 7.36x faster
FP32 Compute
0.14x
GeForce RTX 3090 is 7.38x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.34x
GeForce RTX 3090 has 2.92x more

To match 1x NVIDIA Quadro P620

Groq LPU Inference Engine
VRAM
0.01x
LPU Inference Engine has 115.00x more
Google TPU v4
Compute (FP32-eq)
0.01x
TPU v4 is 99.21x faster
VRAM
0.06x
TPU v4 has 16.00x more
NVIDIA Quadro M60
Compute (FP32-eq)
0.29x
Quadro M60 is 3.48x faster
FP32 Compute
0.29x
Quadro M60 is 3.48x faster
VRAM
0.13x
Quadro M60 has 8.00x more
Memory Bandwidth
0.25x
Quadro M60 has 4.00x more
NVIDIA T4G
Compute (FP32-eq)
0.04x
T4G is 23.45x faster
FP32 Compute
0.17x
T4G is 5.84x faster
VRAM
0.13x
T4G has 8.00x more
Memory Bandwidth
0.25x
T4G has 4.00x 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 T4G

Groq LPU Inference Engine
VRAM
0.07x
LPU Inference Engine has 14.38x more
Google TPU v4
Compute (FP32-eq)
0.24x
TPU v4 is 4.23x faster
VRAM
0.50x
TPU v4 has 2.00x more
NVIDIA Quadro M60
Compute (FP32-eq)
6.74x
Need 6.74x Quadro M60
FP32 Compute
1.68x
Need 1.68x Quadro M60
VRAM
1.00x
Quadro M60 has 1.00x more
Memory Bandwidth
1.00x
Quadro M60 has 1.00x more
NVIDIA Quadro P620
Compute (FP32-eq)
23.45x
Need 23.45x Quadro P620
FP32 Compute
5.84x
Need 5.84x Quadro P620
VRAM
8.00x
Need 8.00x Quadro P620
Memory Bandwidth
4.00x
Need 4.00x Quadro P620
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

To match 1x NVIDIA GeForce RTX 3090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x 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 Quadro M60
Compute (FP32-eq)
7.36x
Need 7.36x Quadro M60
FP32 Compute
7.38x
Need 7.38x Quadro M60
VRAM
1.50x
Need 1.50x Quadro M60
Memory Bandwidth
2.92x
Need 2.92x Quadro M60
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
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

Pricing

Price TypeLPU Inference EngineTPU v4Quadro M60Quadro P620T4GGeForce RTX 3090
CAPEX (Street Price)——————
OPEX (per hour)—$3.00/hr$0.75/hr$0.06/hr$0.42/hr$0.11/hr
Price per TFLOPs (FP32-eq)——————