Compare XPUs

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Showing 128 XPUs • 7 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 EngineIntel Data Center GPU Max 1100Google TPU v4NVIDIA Quadro P620NVIDIA GeForce GT 710NVIDIA GeForce RTX 3090NVIDIA GeForce RTX 3070 Ti
ArchitectureTSP (Tensor Streaming Processor)Ponte VecchioTPU v4PascalKeplerAmpereAmpere
Form Factor—OAMMezzaninePCIePCIePCIePCIe
VRAM230 GB48 GB32 GB2 GB2 GB24 GB8 GB
Memory Bandwidth—1,229 GB/s—80 GB/s14.4 GB/s936 GB/s608 GB/s
TFLOPs (FP32)—22—1.3860.36635.621.8
TFLOPs (FP16)—177—————
TFLOPs—1772751.3860.3667143.2
TFLOPs (FP8)———————
TDP300 W300 W300 W40 W19 W350 W290 W
Launch DateFeb 2024Jan 2023May 2021Feb 2017Mar 2014Sep 2020Jun 2021

Efficiency Metrics

MetricLPU Inference EngineData Center GPU Max 1100TPU v4Quadro P620GeForce GT 710GeForce RTX 3090GeForce RTX 3070 Ti
TFLOPs per Watt (FP32-eq)—0.290.460.030.020.100.07
Memory Bandwidth per GB—25.6 GB/s—40.0 GB/s7.2 GB/s39.0 GB/s76.0 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

Intel Data Center GPU Max 1100
VRAM
4.79x
Need 4.79x Data Center GPU Max 1100
Google TPU v4
VRAM
7.19x
Need 7.19x TPU v4
NVIDIA Quadro P620
VRAM
115.00x
Need 115.00x Quadro P620
NVIDIA GeForce GT 710
VRAM
115.00x
Need 115.00x GeForce GT 710
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090
NVIDIA GeForce RTX 3070 Ti
VRAM
28.75x
Need 28.75x GeForce RTX 3070 Ti

To match 1x Intel Data Center GPU Max 1100

Groq LPU Inference Engine
VRAM
0.21x
LPU Inference Engine has 4.79x more
Google TPU v4
Compute (FP32-eq)
0.64x
TPU v4 is 1.55x faster
VRAM
1.50x
Need 1.50x TPU v4
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 GT 710
Compute (FP32-eq)
241.80x
Need 241.80x GeForce GT 710
FP32 Compute
60.11x
Need 60.11x GeForce GT 710
VRAM
24.00x
Need 24.00x GeForce GT 710
Memory Bandwidth
85.35x
Need 85.35x GeForce GT 710
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
NVIDIA GeForce RTX 3070 Ti
Compute (FP32-eq)
4.10x
Need 4.10x GeForce RTX 3070 Ti
FP32 Compute
1.01x
Need 1.01x GeForce RTX 3070 Ti
VRAM
6.00x
Need 6.00x GeForce RTX 3070 Ti
Memory Bandwidth
2.02x
Need 2.02x GeForce RTX 3070 Ti

To match 1x Google TPU v4

Groq LPU Inference Engine
VRAM
0.14x
LPU Inference Engine has 7.19x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
1.55x
Need 1.55x Data Center GPU Max 1100
VRAM
0.67x
Data Center GPU Max 1100 has 1.50x more
NVIDIA Quadro P620
Compute (FP32-eq)
99.21x
Need 99.21x Quadro P620
VRAM
16.00x
Need 16.00x Quadro P620
NVIDIA GeForce GT 710
Compute (FP32-eq)
375.68x
Need 375.68x GeForce GT 710
VRAM
16.00x
Need 16.00x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.87x
Need 3.87x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA GeForce RTX 3070 Ti
Compute (FP32-eq)
6.37x
Need 6.37x GeForce RTX 3070 Ti
VRAM
4.00x
Need 4.00x GeForce RTX 3070 Ti

To match 1x NVIDIA Quadro P620

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
Google TPU v4
Compute (FP32-eq)
0.01x
TPU v4 is 99.21x faster
VRAM
0.06x
TPU v4 has 16.00x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
3.79x
Need 3.79x GeForce GT 710
FP32 Compute
3.79x
Need 3.79x GeForce GT 710
VRAM
1.00x
GeForce GT 710 has 1.00x more
Memory Bandwidth
5.56x
Need 5.56x GeForce GT 710
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
NVIDIA GeForce RTX 3070 Ti
Compute (FP32-eq)
0.06x
GeForce RTX 3070 Ti is 15.58x faster
FP32 Compute
0.06x
GeForce RTX 3070 Ti is 15.73x faster
VRAM
0.25x
GeForce RTX 3070 Ti has 4.00x more
Memory Bandwidth
0.13x
GeForce RTX 3070 Ti has 7.60x more

To match 1x NVIDIA GeForce GT 710

Groq LPU Inference Engine
VRAM
0.01x
LPU Inference Engine has 115.00x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.00x
Data Center GPU Max 1100 is 241.80x faster
FP32 Compute
0.02x
Data Center GPU Max 1100 is 60.11x faster
VRAM
0.04x
Data Center GPU Max 1100 has 24.00x more
Memory Bandwidth
0.01x
Data Center GPU Max 1100 has 85.35x more
Google TPU v4
Compute (FP32-eq)
0.00x
TPU v4 is 375.68x faster
VRAM
0.06x
TPU v4 has 16.00x more
NVIDIA Quadro P620
Compute (FP32-eq)
0.26x
Quadro P620 is 3.79x faster
FP32 Compute
0.26x
Quadro P620 is 3.79x faster
VRAM
1.00x
Quadro P620 has 1.00x more
Memory Bandwidth
0.18x
Quadro P620 has 5.56x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.01x
GeForce RTX 3090 is 96.99x faster
FP32 Compute
0.01x
GeForce RTX 3090 is 97.27x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.02x
GeForce RTX 3090 has 65.00x more
NVIDIA GeForce RTX 3070 Ti
Compute (FP32-eq)
0.02x
GeForce RTX 3070 Ti is 59.02x faster
FP32 Compute
0.02x
GeForce RTX 3070 Ti is 59.56x faster
VRAM
0.25x
GeForce RTX 3070 Ti has 4.00x more
Memory Bandwidth
0.02x
GeForce RTX 3070 Ti has 42.22x more

To match 1x NVIDIA GeForce RTX 3090

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
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 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 GeForce GT 710
Compute (FP32-eq)
96.99x
Need 96.99x GeForce GT 710
FP32 Compute
97.27x
Need 97.27x GeForce GT 710
VRAM
12.00x
Need 12.00x GeForce GT 710
Memory Bandwidth
65.00x
Need 65.00x GeForce GT 710
NVIDIA GeForce RTX 3070 Ti
Compute (FP32-eq)
1.64x
Need 1.64x GeForce RTX 3070 Ti
FP32 Compute
1.63x
Need 1.63x GeForce RTX 3070 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3070 Ti
Memory Bandwidth
1.54x
Need 1.54x GeForce RTX 3070 Ti

To match 1x NVIDIA GeForce RTX 3070 Ti

Groq LPU Inference Engine
VRAM
0.03x
LPU Inference Engine has 28.75x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.24x
Data Center GPU Max 1100 is 4.10x faster
FP32 Compute
0.99x
Data Center GPU Max 1100 is 1.01x faster
VRAM
0.17x
Data Center GPU Max 1100 has 6.00x more
Memory Bandwidth
0.49x
Data Center GPU Max 1100 has 2.02x more
Google TPU v4
Compute (FP32-eq)
0.16x
TPU v4 is 6.37x faster
VRAM
0.25x
TPU v4 has 4.00x more
NVIDIA Quadro P620
Compute (FP32-eq)
15.58x
Need 15.58x Quadro P620
FP32 Compute
15.73x
Need 15.73x Quadro P620
VRAM
4.00x
Need 4.00x Quadro P620
Memory Bandwidth
7.60x
Need 7.60x Quadro P620
NVIDIA GeForce GT 710
Compute (FP32-eq)
59.02x
Need 59.02x GeForce GT 710
FP32 Compute
59.56x
Need 59.56x GeForce GT 710
VRAM
4.00x
Need 4.00x GeForce GT 710
Memory Bandwidth
42.22x
Need 42.22x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.61x
GeForce RTX 3090 is 1.64x faster
FP32 Compute
0.61x
GeForce RTX 3090 is 1.63x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.65x
GeForce RTX 3090 has 1.54x more

Pricing

Price TypeLPU Inference EngineData Center GPU Max 1100TPU v4Quadro P620GeForce GT 710GeForce RTX 3090GeForce RTX 3070 Ti
CAPEX (Street Price)—$5,000—————
OPEX (per hour)——$3.00/hr$0.06/hr$0.07/hr$0.11/hr$0.08/hr
Price per TFLOPs (FP32-eq)—$56—————