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 EngineFuriosaAI RNGD (Renegade)NVIDIA GeForce GT 710NVIDIA GeForce RTX 3050NVIDIA GeForce RTX 3090NVIDIA L40NVIDIA RTX A6000
ArchitectureTSP (Tensor Streaming Processor)Tensor Contraction ProcessorKeplerAmpereAmpereAda LovelaceAmpere
Form Factor—PCIePCIePCIePCIePCIePCIe
VRAM230 GB48 GB2 GB8 GB24 GB48 GB48 GB
Memory Bandwidth—1,500 GB/s14.4 GB/s224 GB/s936 GB/s864 GB/s768 GB/s
TFLOPs (FP32)——0.3669.135.64538.7
TFLOPs (FP16)———————
TFLOPs—2560.36618.271181.0577.9
TFLOPs (FP8)—512—————
TDP300 W180 W19 W130 W350 W300 W300 W
Launch DateFeb 2024Jan 2024Mar 2014Jan 2022Sep 2020Oct 2022Oct 2020

Efficiency Metrics

MetricLPU Inference EngineRNGD (Renegade)GeForce GT 710GeForce RTX 3050GeForce RTX 3090L40RTX A6000
TFLOPs per Watt (FP32-eq)—0.710.020.070.100.300.13
Memory Bandwidth per GB—31.3 GB/s7.2 GB/s28.0 GB/s39.0 GB/s18.0 GB/s16.0 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

FuriosaAI RNGD (Renegade)
VRAM
4.79x
Need 4.79x RNGD (Renegade)
NVIDIA GeForce GT 710
VRAM
115.00x
Need 115.00x GeForce GT 710
NVIDIA GeForce RTX 3050
VRAM
28.75x
Need 28.75x GeForce RTX 3050
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090
NVIDIA L40
VRAM
4.79x
Need 4.79x L40
NVIDIA RTX A6000
VRAM
4.79x
Need 4.79x RTX A6000

To match 1x FuriosaAI RNGD (Renegade)

Groq LPU Inference Engine
VRAM
0.21x
LPU Inference Engine has 4.79x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
349.73x
Need 349.73x GeForce GT 710
VRAM
24.00x
Need 24.00x GeForce GT 710
Memory Bandwidth
104.17x
Need 104.17x GeForce GT 710
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
14.07x
Need 14.07x GeForce RTX 3050
VRAM
6.00x
Need 6.00x GeForce RTX 3050
Memory Bandwidth
6.70x
Need 6.70x GeForce RTX 3050
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.61x
Need 3.61x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.60x
Need 1.60x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
1.41x
Need 1.41x L40
VRAM
1.00x
L40 has 1.00x more
Memory Bandwidth
1.74x
Need 1.74x L40
NVIDIA RTX A6000
Compute (FP32-eq)
3.29x
Need 3.29x RTX A6000
VRAM
1.00x
RTX A6000 has 1.00x more
Memory Bandwidth
1.95x
Need 1.95x RTX A6000

To match 1x NVIDIA GeForce GT 710

Groq LPU Inference Engine
VRAM
0.01x
LPU Inference Engine has 115.00x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.00x
RNGD (Renegade) is 349.73x faster
VRAM
0.04x
RNGD (Renegade) has 24.00x more
Memory Bandwidth
0.01x
RNGD (Renegade) has 104.17x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
0.04x
GeForce RTX 3050 is 24.86x faster
FP32 Compute
0.04x
GeForce RTX 3050 is 24.86x faster
VRAM
0.25x
GeForce RTX 3050 has 4.00x more
Memory Bandwidth
0.06x
GeForce RTX 3050 has 15.56x 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 L40
Compute (FP32-eq)
0.00x
L40 is 247.34x faster
FP32 Compute
0.01x
L40 is 122.95x faster
VRAM
0.04x
L40 has 24.00x more
Memory Bandwidth
0.02x
L40 has 60.00x more
NVIDIA RTX A6000
Compute (FP32-eq)
0.01x
RTX A6000 is 106.42x faster
FP32 Compute
0.01x
RTX A6000 is 105.74x faster
VRAM
0.04x
RTX A6000 has 24.00x more
Memory Bandwidth
0.02x
RTX A6000 has 53.33x more

To match 1x NVIDIA GeForce RTX 3050

Groq LPU Inference Engine
VRAM
0.03x
LPU Inference Engine has 28.75x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.07x
RNGD (Renegade) is 14.07x faster
VRAM
0.17x
RNGD (Renegade) has 6.00x more
Memory Bandwidth
0.15x
RNGD (Renegade) has 6.70x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
24.86x
Need 24.86x GeForce GT 710
FP32 Compute
24.86x
Need 24.86x GeForce GT 710
VRAM
4.00x
Need 4.00x GeForce GT 710
Memory Bandwidth
15.56x
Need 15.56x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.26x
GeForce RTX 3090 is 3.90x faster
FP32 Compute
0.26x
GeForce RTX 3090 is 3.91x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.24x
GeForce RTX 3090 has 4.18x more
NVIDIA L40
Compute (FP32-eq)
0.10x
L40 is 9.95x faster
FP32 Compute
0.20x
L40 is 4.95x faster
VRAM
0.17x
L40 has 6.00x more
Memory Bandwidth
0.26x
L40 has 3.86x more
NVIDIA RTX A6000
Compute (FP32-eq)
0.23x
RTX A6000 is 4.28x faster
FP32 Compute
0.24x
RTX A6000 is 4.25x faster
VRAM
0.17x
RTX A6000 has 6.00x more
Memory Bandwidth
0.29x
RTX A6000 has 3.43x more

To match 1x NVIDIA GeForce RTX 3090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.28x
RNGD (Renegade) is 3.61x faster
VRAM
0.50x
RNGD (Renegade) has 2.00x more
Memory Bandwidth
0.62x
RNGD (Renegade) has 1.60x more
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 3050
Compute (FP32-eq)
3.90x
Need 3.90x GeForce RTX 3050
FP32 Compute
3.91x
Need 3.91x GeForce RTX 3050
VRAM
3.00x
Need 3.00x GeForce RTX 3050
Memory Bandwidth
4.18x
Need 4.18x GeForce RTX 3050
NVIDIA L40
Compute (FP32-eq)
0.39x
L40 is 2.55x faster
FP32 Compute
0.79x
L40 is 1.26x faster
VRAM
0.50x
L40 has 2.00x more
Memory Bandwidth
1.08x
Need 1.08x L40
NVIDIA RTX A6000
Compute (FP32-eq)
0.91x
RTX A6000 is 1.10x faster
FP32 Compute
0.92x
RTX A6000 is 1.09x faster
VRAM
0.50x
RTX A6000 has 2.00x more
Memory Bandwidth
1.22x
Need 1.22x RTX A6000

To match 1x NVIDIA L40

Groq LPU Inference Engine
VRAM
0.21x
LPU Inference Engine has 4.79x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.71x
RNGD (Renegade) is 1.41x faster
VRAM
1.00x
RNGD (Renegade) has 1.00x more
Memory Bandwidth
0.58x
RNGD (Renegade) has 1.74x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
247.34x
Need 247.34x GeForce GT 710
FP32 Compute
122.95x
Need 122.95x GeForce GT 710
VRAM
24.00x
Need 24.00x GeForce GT 710
Memory Bandwidth
60.00x
Need 60.00x GeForce GT 710
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
9.95x
Need 9.95x GeForce RTX 3050
FP32 Compute
4.95x
Need 4.95x GeForce RTX 3050
VRAM
6.00x
Need 6.00x GeForce RTX 3050
Memory Bandwidth
3.86x
Need 3.86x GeForce RTX 3050
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.55x
Need 2.55x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.92x
GeForce RTX 3090 has 1.08x more
NVIDIA RTX A6000
Compute (FP32-eq)
2.32x
Need 2.32x RTX A6000
FP32 Compute
1.16x
Need 1.16x RTX A6000
VRAM
1.00x
RTX A6000 has 1.00x more
Memory Bandwidth
1.13x
Need 1.13x RTX A6000

To match 1x NVIDIA RTX A6000

Groq LPU Inference Engine
VRAM
0.21x
LPU Inference Engine has 4.79x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.30x
RNGD (Renegade) is 3.29x faster
VRAM
1.00x
RNGD (Renegade) has 1.00x more
Memory Bandwidth
0.51x
RNGD (Renegade) has 1.95x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
106.42x
Need 106.42x GeForce GT 710
FP32 Compute
105.74x
Need 105.74x GeForce GT 710
VRAM
24.00x
Need 24.00x GeForce GT 710
Memory Bandwidth
53.33x
Need 53.33x GeForce GT 710
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
4.28x
Need 4.28x GeForce RTX 3050
FP32 Compute
4.25x
Need 4.25x GeForce RTX 3050
VRAM
6.00x
Need 6.00x GeForce RTX 3050
Memory Bandwidth
3.43x
Need 3.43x GeForce RTX 3050
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.10x
Need 1.10x GeForce RTX 3090
FP32 Compute
1.09x
Need 1.09x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.82x
GeForce RTX 3090 has 1.22x more
NVIDIA L40
Compute (FP32-eq)
0.43x
L40 is 2.32x faster
FP32 Compute
0.86x
L40 is 1.16x faster
VRAM
1.00x
L40 has 1.00x more
Memory Bandwidth
0.89x
L40 has 1.13x more

Pricing

Price TypeLPU Inference EngineRNGD (Renegade)GeForce GT 710GeForce RTX 3050GeForce RTX 3090L40RTX A6000
CAPEX (Street Price)———————
OPEX (per hour)——$0.07/hr$0.05/hr$0.11/hr$0.69/hr$0.33/hr
Price per TFLOPs (FP32-eq)———————