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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 1100NVIDIA GeForce RTX 4060 Ti 16GBNVIDIA B100NVIDIA Quadro P620NVIDIA GeForce GTX 1070NVIDIA GeForce RTX 3090
ArchitectureTSP (Tensor Streaming Processor)Ponte VecchioAda LovelaceBlackwellPascalPascalAmpere
Form Factor—OAMPCIeSXMPCIePCIePCIe
VRAM230 GB48 GB16 GB192 GB2 GB8 GB24 GB
Memory Bandwidth—1,229 GB/s288 GB/s8,000 GB/s80 GB/s256 GB/s936 GB/s
TFLOPs (FP32)—22—451.3866.46335.6
TFLOPs (FP16)—177—————
TFLOPs—177441,8001.3866.46371
TFLOPs (FP8)———————
TDP300 W300 W165 W700 W40 W150 W350 W
Launch DateFeb 2024Jan 2023Jul 2024Mar 2024Feb 2017Jun 2016Sep 2020

Efficiency Metrics

MetricLPU Inference EngineData Center GPU Max 1100GeForce RTX 4060 Ti 16GBB100Quadro P620GeForce GTX 1070GeForce RTX 3090
TFLOPs per Watt (FP32-eq)—0.290.131.290.030.040.10
Memory Bandwidth per GB—25.6 GB/s18.0 GB/s41.7 GB/s40.0 GB/s32.0 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

Intel Data Center GPU Max 1100
VRAM
4.79x
Need 4.79x Data Center GPU Max 1100
NVIDIA GeForce RTX 4060 Ti 16GB
VRAM
14.38x
Need 14.38x GeForce RTX 4060 Ti 16GB
NVIDIA B100
VRAM
1.20x
Need 1.20x B100
NVIDIA Quadro P620
VRAM
115.00x
Need 115.00x Quadro P620
NVIDIA GeForce GTX 1070
VRAM
28.75x
Need 28.75x GeForce GTX 1070
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090

To match 1x Intel Data Center GPU Max 1100

Groq LPU Inference Engine
VRAM
0.21x
LPU Inference Engine has 4.79x more
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
4.02x
Need 4.02x GeForce RTX 4060 Ti 16GB
VRAM
3.00x
Need 3.00x GeForce RTX 4060 Ti 16GB
Memory Bandwidth
4.27x
Need 4.27x GeForce RTX 4060 Ti 16GB
NVIDIA B100
Compute (FP32-eq)
0.10x
B100 is 10.17x faster
FP32 Compute
0.49x
B100 is 2.05x faster
VRAM
0.25x
B100 has 4.00x more
Memory Bandwidth
0.15x
B100 has 6.51x more
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 GTX 1070
Compute (FP32-eq)
13.69x
Need 13.69x GeForce GTX 1070
FP32 Compute
3.40x
Need 3.40x GeForce GTX 1070
VRAM
6.00x
Need 6.00x GeForce GTX 1070
Memory Bandwidth
4.80x
Need 4.80x GeForce GTX 1070
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

To match 1x NVIDIA GeForce RTX 4060 Ti 16GB

Groq LPU Inference Engine
VRAM
0.07x
LPU Inference Engine has 14.38x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.25x
Data Center GPU Max 1100 is 4.02x faster
VRAM
0.33x
Data Center GPU Max 1100 has 3.00x more
Memory Bandwidth
0.23x
Data Center GPU Max 1100 has 4.27x more
NVIDIA B100
Compute (FP32-eq)
0.02x
B100 is 40.91x faster
VRAM
0.08x
B100 has 12.00x more
Memory Bandwidth
0.04x
B100 has 27.78x more
NVIDIA Quadro P620
Compute (FP32-eq)
15.87x
Need 15.87x Quadro P620
VRAM
8.00x
Need 8.00x Quadro P620
Memory Bandwidth
3.60x
Need 3.60x Quadro P620
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
3.40x
Need 3.40x GeForce GTX 1070
VRAM
2.00x
Need 2.00x GeForce GTX 1070
Memory Bandwidth
1.13x
Need 1.13x GeForce GTX 1070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.62x
GeForce RTX 3090 is 1.61x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.31x
GeForce RTX 3090 has 3.25x more

To match 1x NVIDIA B100

Groq LPU Inference Engine
VRAM
0.83x
LPU Inference Engine has 1.20x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
10.17x
Need 10.17x Data Center GPU Max 1100
FP32 Compute
2.05x
Need 2.05x Data Center GPU Max 1100
VRAM
4.00x
Need 4.00x Data Center GPU Max 1100
Memory Bandwidth
6.51x
Need 6.51x Data Center GPU Max 1100
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
40.91x
Need 40.91x GeForce RTX 4060 Ti 16GB
VRAM
12.00x
Need 12.00x GeForce RTX 4060 Ti 16GB
Memory Bandwidth
27.78x
Need 27.78x GeForce RTX 4060 Ti 16GB
NVIDIA Quadro P620
Compute (FP32-eq)
649.35x
Need 649.35x Quadro P620
FP32 Compute
32.47x
Need 32.47x Quadro P620
VRAM
96.00x
Need 96.00x Quadro P620
Memory Bandwidth
100.00x
Need 100.00x Quadro P620
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
139.25x
Need 139.25x GeForce GTX 1070
FP32 Compute
6.96x
Need 6.96x GeForce GTX 1070
VRAM
24.00x
Need 24.00x GeForce GTX 1070
Memory Bandwidth
31.25x
Need 31.25x GeForce GTX 1070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
25.35x
Need 25.35x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
8.55x
Need 8.55x GeForce RTX 3090

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
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
0.06x
GeForce RTX 4060 Ti 16GB is 15.87x faster
VRAM
0.13x
GeForce RTX 4060 Ti 16GB has 8.00x more
Memory Bandwidth
0.28x
GeForce RTX 4060 Ti 16GB has 3.60x more
NVIDIA B100
Compute (FP32-eq)
0.00x
B100 is 649.35x faster
FP32 Compute
0.03x
B100 is 32.47x faster
VRAM
0.01x
B100 has 96.00x more
Memory Bandwidth
0.01x
B100 has 100.00x more
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
0.21x
GeForce GTX 1070 is 4.66x faster
FP32 Compute
0.21x
GeForce GTX 1070 is 4.66x faster
VRAM
0.25x
GeForce GTX 1070 has 4.00x more
Memory Bandwidth
0.31x
GeForce GTX 1070 has 3.20x 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 GeForce GTX 1070

Groq LPU Inference Engine
VRAM
0.03x
LPU Inference Engine has 28.75x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.07x
Data Center GPU Max 1100 is 13.69x faster
FP32 Compute
0.29x
Data Center GPU Max 1100 is 3.40x faster
VRAM
0.17x
Data Center GPU Max 1100 has 6.00x more
Memory Bandwidth
0.21x
Data Center GPU Max 1100 has 4.80x more
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
0.29x
GeForce RTX 4060 Ti 16GB is 3.40x faster
VRAM
0.50x
GeForce RTX 4060 Ti 16GB has 2.00x more
Memory Bandwidth
0.89x
GeForce RTX 4060 Ti 16GB has 1.13x more
NVIDIA B100
Compute (FP32-eq)
0.01x
B100 is 139.25x faster
FP32 Compute
0.14x
B100 is 6.96x faster
VRAM
0.04x
B100 has 24.00x more
Memory Bandwidth
0.03x
B100 has 31.25x more
NVIDIA Quadro P620
Compute (FP32-eq)
4.66x
Need 4.66x Quadro P620
FP32 Compute
4.66x
Need 4.66x Quadro P620
VRAM
4.00x
Need 4.00x Quadro P620
Memory Bandwidth
3.20x
Need 3.20x Quadro P620
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.18x
GeForce RTX 3090 is 5.49x faster
FP32 Compute
0.18x
GeForce RTX 3090 is 5.51x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.27x
GeForce RTX 3090 has 3.66x 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
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
1.61x
Need 1.61x GeForce RTX 4060 Ti 16GB
VRAM
1.50x
Need 1.50x GeForce RTX 4060 Ti 16GB
Memory Bandwidth
3.25x
Need 3.25x GeForce RTX 4060 Ti 16GB
NVIDIA B100
Compute (FP32-eq)
0.04x
B100 is 25.35x faster
FP32 Compute
0.79x
B100 is 1.26x faster
VRAM
0.13x
B100 has 8.00x more
Memory Bandwidth
0.12x
B100 has 8.55x 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 GTX 1070
Compute (FP32-eq)
5.49x
Need 5.49x GeForce GTX 1070
FP32 Compute
5.51x
Need 5.51x GeForce GTX 1070
VRAM
3.00x
Need 3.00x GeForce GTX 1070
Memory Bandwidth
3.66x
Need 3.66x GeForce GTX 1070

Pricing

Price TypeLPU Inference EngineData Center GPU Max 1100GeForce RTX 4060 Ti 16GBB100Quadro P620GeForce GTX 1070GeForce RTX 3090
CAPEX (Street Price)—$5,000—————
OPEX (per hour)————$0.06/hr$0.04/hr$0.11/hr
Price per TFLOPs (FP32-eq)—$56—————