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

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 EngineNVIDIA B200NVIDIA Quadro P620NVIDIA GeForce GT 730NVIDIA RTX A4000NVIDIA GeForce RTX 3090
ArchitectureTSP (Tensor Streaming Processor)BlackwellPascalKeplerAmpereAmpere
Form Factor—SXMPCIePCIePCIePCIe
VRAM230 GB192 GB2 GB2 GB16 GB24 GB
Memory Bandwidth—8,000 GB/s80 GB/s28.5 GB/s448 GB/s936 GB/s
TFLOPs (FP32)—451.3860.69319.235.6
TFLOPs (FP16)—2,250————
TFLOPs—2,2501.3860.69338.771
TFLOPs (FP8)—4,500————
TDP300 W1000 W40 W49 W140 W350 W
Launch DateFeb 2024Mar 2024Feb 2017Jun 2014Apr 2021Sep 2020

Efficiency Metrics

MetricLPU Inference EngineB200Quadro P620GeForce GT 730RTX A4000GeForce RTX 3090
TFLOPs per Watt (FP32-eq)—1.130.030.010.140.10
Memory Bandwidth per GB—41.7 GB/s40.0 GB/s14.3 GB/s28.0 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

NVIDIA B200
VRAM
1.20x
Need 1.20x B200
NVIDIA Quadro P620
VRAM
115.00x
Need 115.00x Quadro P620
NVIDIA GeForce GT 730
VRAM
115.00x
Need 115.00x GeForce GT 730
NVIDIA RTX A4000
VRAM
14.38x
Need 14.38x RTX A4000
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090

To match 1x NVIDIA B200

Groq LPU Inference Engine
VRAM
0.83x
LPU Inference Engine has 1.20x more
NVIDIA Quadro P620
Compute (FP32-eq)
811.69x
Need 811.69x 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 GT 730
Compute (FP32-eq)
1623.38x
Need 1623.38x GeForce GT 730
FP32 Compute
64.94x
Need 64.94x GeForce GT 730
VRAM
96.00x
Need 96.00x GeForce GT 730
Memory Bandwidth
280.70x
Need 280.70x GeForce GT 730
NVIDIA RTX A4000
Compute (FP32-eq)
58.14x
Need 58.14x RTX A4000
FP32 Compute
2.34x
Need 2.34x RTX A4000
VRAM
12.00x
Need 12.00x RTX A4000
Memory Bandwidth
17.86x
Need 17.86x RTX A4000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
31.69x
Need 31.69x 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
NVIDIA B200
Compute (FP32-eq)
0.00x
B200 is 811.69x faster
FP32 Compute
0.03x
B200 is 32.47x faster
VRAM
0.01x
B200 has 96.00x more
Memory Bandwidth
0.01x
B200 has 100.00x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
2.00x
Need 2.00x GeForce GT 730
FP32 Compute
2.00x
Need 2.00x GeForce GT 730
VRAM
1.00x
GeForce GT 730 has 1.00x more
Memory Bandwidth
2.81x
Need 2.81x GeForce GT 730
NVIDIA RTX A4000
Compute (FP32-eq)
0.07x
RTX A4000 is 13.96x faster
FP32 Compute
0.07x
RTX A4000 is 13.85x faster
VRAM
0.13x
RTX A4000 has 8.00x more
Memory Bandwidth
0.18x
RTX A4000 has 5.60x 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 GT 730

Groq LPU Inference Engine
VRAM
0.01x
LPU Inference Engine has 115.00x more
NVIDIA B200
Compute (FP32-eq)
0.00x
B200 is 1623.38x faster
FP32 Compute
0.02x
B200 is 64.94x faster
VRAM
0.01x
B200 has 96.00x more
Memory Bandwidth
0.00x
B200 has 280.70x more
NVIDIA Quadro P620
Compute (FP32-eq)
0.50x
Quadro P620 is 2.00x faster
FP32 Compute
0.50x
Quadro P620 is 2.00x faster
VRAM
1.00x
Quadro P620 has 1.00x more
Memory Bandwidth
0.36x
Quadro P620 has 2.81x more
NVIDIA RTX A4000
Compute (FP32-eq)
0.04x
RTX A4000 is 27.92x faster
FP32 Compute
0.04x
RTX A4000 is 27.71x faster
VRAM
0.13x
RTX A4000 has 8.00x more
Memory Bandwidth
0.06x
RTX A4000 has 15.72x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.02x
GeForce RTX 3090 is 51.23x faster
FP32 Compute
0.02x
GeForce RTX 3090 is 51.37x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.03x
GeForce RTX 3090 has 32.84x more

To match 1x NVIDIA RTX A4000

Groq LPU Inference Engine
VRAM
0.07x
LPU Inference Engine has 14.38x more
NVIDIA B200
Compute (FP32-eq)
0.02x
B200 is 58.14x faster
FP32 Compute
0.43x
B200 is 2.34x faster
VRAM
0.08x
B200 has 12.00x more
Memory Bandwidth
0.06x
B200 has 17.86x more
NVIDIA Quadro P620
Compute (FP32-eq)
13.96x
Need 13.96x Quadro P620
FP32 Compute
13.85x
Need 13.85x Quadro P620
VRAM
8.00x
Need 8.00x Quadro P620
Memory Bandwidth
5.60x
Need 5.60x Quadro P620
NVIDIA GeForce GT 730
Compute (FP32-eq)
27.92x
Need 27.92x GeForce GT 730
FP32 Compute
27.71x
Need 27.71x GeForce GT 730
VRAM
8.00x
Need 8.00x GeForce GT 730
Memory Bandwidth
15.72x
Need 15.72x GeForce GT 730
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.55x
GeForce RTX 3090 is 1.83x faster
FP32 Compute
0.54x
GeForce RTX 3090 is 1.85x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more

To match 1x NVIDIA GeForce RTX 3090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
NVIDIA B200
Compute (FP32-eq)
0.03x
B200 is 31.69x faster
FP32 Compute
0.79x
B200 is 1.26x faster
VRAM
0.13x
B200 has 8.00x more
Memory Bandwidth
0.12x
B200 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 GT 730
Compute (FP32-eq)
51.23x
Need 51.23x GeForce GT 730
FP32 Compute
51.37x
Need 51.37x GeForce GT 730
VRAM
12.00x
Need 12.00x GeForce GT 730
Memory Bandwidth
32.84x
Need 32.84x GeForce GT 730
NVIDIA RTX A4000
Compute (FP32-eq)
1.83x
Need 1.83x RTX A4000
FP32 Compute
1.85x
Need 1.85x RTX A4000
VRAM
1.50x
Need 1.50x RTX A4000
Memory Bandwidth
2.09x
Need 2.09x RTX A4000

Pricing

Price TypeLPU Inference EngineB200Quadro P620GeForce GT 730RTX A4000GeForce RTX 3090
CAPEX (Street Price)—$70,000————
OPEX (per hour)—$3.99/hr$0.06/hr$0.04/hr$0.11/hr$0.11/hr
Price per TFLOPs (FP32-eq)—$62————