Compare XPUs

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

Select XPUs to Compare

Showing 128 XPUs8 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 EngineCambricon MLU370Enflame Technology CloudBlazer T20NVIDIA RTX 6000 Ada GenerationNVIDIA GeForce RTX 4090NVIDIA GeForce RTX 3090NVIDIA P100NVIDIA A100 SXM
ArchitectureTSP (Tensor Streaming Processor)MLU CoreGCU (AI Graphics Unit)Ada LovelaceAda LovelaceAmperePascalAmpere
Form FactorPCIePCIePCIeSXMSXM
VRAM230 GB48 GB32 GB48 GB24 GB24 GB16 GB80 GB
Memory Bandwidth960 GB/s1,008 GB/s936 GB/s732 GB/s2,039 GB/s
TFLOPs (FP32)91.182.635.69.319.5
TFLOPs (FP16)312
TFLOPs256182.5165.2719.3312
TFLOPs (FP8)
TDP300 W300 W250 W300 W450 W350 W300 W400 W
Launch DateFeb 2024Nov 2022Nov 2021Sep 2022Oct 2022Sep 2020Apr 2016May 2020

Efficiency Metrics

MetricLPU Inference EngineMLU370CloudBlazer T20RTX 6000 Ada GenerationGeForce RTX 4090GeForce RTX 3090P100A100 SXM
TFLOPs per Watt (FP32-eq)0.430.300.180.100.030.39
Memory Bandwidth per GB20.0 GB/s42.0 GB/s39.0 GB/s45.8 GB/s25.5 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

Cambricon MLU370
VRAM
4.79x
Need 4.79x MLU370
Enflame Technology CloudBlazer T20
VRAM
7.19x
Need 7.19x CloudBlazer T20
NVIDIA RTX 6000 Ada Generation
VRAM
4.79x
Need 4.79x RTX 6000 Ada Generation
NVIDIA GeForce RTX 4090
VRAM
9.58x
Need 9.58x GeForce RTX 4090
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090
NVIDIA P100
VRAM
14.38x
Need 14.38x P100
NVIDIA A100 SXM
VRAM
2.88x
Need 2.88x A100 SXM

To match 1x Cambricon MLU370

Groq LPU Inference Engine
VRAM
0.21x
LPU Inference Engine has 4.79x more
Enflame Technology CloudBlazer T20
VRAM
1.50x
Need 1.50x CloudBlazer T20
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
1.40x
Need 1.40x RTX 6000 Ada Generation
VRAM
1.00x
RTX 6000 Ada Generation has 1.00x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
1.55x
Need 1.55x GeForce RTX 4090
VRAM
2.00x
Need 2.00x GeForce RTX 4090
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.61x
Need 3.61x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
NVIDIA P100
Compute (FP32-eq)
13.76x
Need 13.76x P100
VRAM
3.00x
Need 3.00x P100
NVIDIA A100 SXM
Compute (FP32-eq)
0.82x
A100 SXM is 1.22x faster
VRAM
0.60x
A100 SXM has 1.67x more

To match 1x Enflame Technology CloudBlazer T20

Groq LPU Inference Engine
VRAM
0.14x
LPU Inference Engine has 7.19x more
Cambricon MLU370
VRAM
0.67x
MLU370 has 1.50x more
NVIDIA RTX 6000 Ada Generation
VRAM
0.67x
RTX 6000 Ada Generation has 1.50x more
NVIDIA GeForce RTX 4090
VRAM
1.33x
Need 1.33x GeForce RTX 4090
NVIDIA GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA P100
VRAM
2.00x
Need 2.00x P100
NVIDIA A100 SXM
VRAM
0.40x
A100 SXM has 2.50x more

To match 1x NVIDIA RTX 6000 Ada Generation

Groq LPU Inference Engine
VRAM
0.21x
LPU Inference Engine has 4.79x more
Cambricon MLU370
Compute (FP32-eq)
0.71x
MLU370 is 1.40x faster
VRAM
1.00x
MLU370 has 1.00x more
Enflame Technology CloudBlazer T20
VRAM
1.50x
Need 1.50x CloudBlazer T20
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
1.10x
Need 1.10x GeForce RTX 4090
FP32 Compute
1.10x
Need 1.10x GeForce RTX 4090
VRAM
2.00x
Need 2.00x GeForce RTX 4090
Memory Bandwidth
0.95x
GeForce RTX 4090 has 1.05x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.57x
Need 2.57x GeForce RTX 3090
FP32 Compute
2.56x
Need 2.56x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.03x
Need 1.03x GeForce RTX 3090
NVIDIA P100
Compute (FP32-eq)
9.81x
Need 9.81x P100
FP32 Compute
9.80x
Need 9.80x P100
VRAM
3.00x
Need 3.00x P100
Memory Bandwidth
1.31x
Need 1.31x P100
NVIDIA A100 SXM
Compute (FP32-eq)
0.58x
A100 SXM is 1.71x faster
FP32 Compute
4.67x
Need 4.67x A100 SXM
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.47x
A100 SXM has 2.12x more

To match 1x NVIDIA GeForce RTX 4090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
Cambricon MLU370
Compute (FP32-eq)
0.65x
MLU370 is 1.55x faster
VRAM
0.50x
MLU370 has 2.00x more
Enflame Technology CloudBlazer T20
VRAM
0.75x
CloudBlazer T20 has 1.33x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.91x
RTX 6000 Ada Generation is 1.10x faster
FP32 Compute
0.91x
RTX 6000 Ada Generation is 1.10x faster
VRAM
0.50x
RTX 6000 Ada Generation has 2.00x more
Memory Bandwidth
1.05x
Need 1.05x RTX 6000 Ada Generation
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.33x
Need 2.33x GeForce RTX 3090
FP32 Compute
2.32x
Need 2.32x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
1.08x
Need 1.08x GeForce RTX 3090
NVIDIA P100
Compute (FP32-eq)
8.88x
Need 8.88x P100
FP32 Compute
8.88x
Need 8.88x P100
VRAM
1.50x
Need 1.50x P100
Memory Bandwidth
1.38x
Need 1.38x P100
NVIDIA A100 SXM
Compute (FP32-eq)
0.53x
A100 SXM is 1.89x faster
FP32 Compute
4.24x
Need 4.24x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.49x
A100 SXM has 2.02x more

To match 1x NVIDIA GeForce RTX 3090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
Cambricon MLU370
Compute (FP32-eq)
0.28x
MLU370 is 3.61x faster
VRAM
0.50x
MLU370 has 2.00x more
Enflame Technology CloudBlazer T20
VRAM
0.75x
CloudBlazer T20 has 1.33x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.39x
RTX 6000 Ada Generation is 2.57x faster
FP32 Compute
0.39x
RTX 6000 Ada Generation is 2.56x faster
VRAM
0.50x
RTX 6000 Ada Generation has 2.00x more
Memory Bandwidth
0.97x
RTX 6000 Ada Generation has 1.03x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.43x
GeForce RTX 4090 is 2.33x faster
FP32 Compute
0.43x
GeForce RTX 4090 is 2.32x faster
VRAM
1.00x
GeForce RTX 4090 has 1.00x more
Memory Bandwidth
0.93x
GeForce RTX 4090 has 1.08x more
NVIDIA P100
Compute (FP32-eq)
3.82x
Need 3.82x P100
FP32 Compute
3.83x
Need 3.83x P100
VRAM
1.50x
Need 1.50x P100
Memory Bandwidth
1.28x
Need 1.28x P100
NVIDIA A100 SXM
Compute (FP32-eq)
0.23x
A100 SXM is 4.39x faster
FP32 Compute
1.83x
Need 1.83x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.46x
A100 SXM has 2.18x more

To match 1x NVIDIA P100

Groq LPU Inference Engine
VRAM
0.07x
LPU Inference Engine has 14.38x more
Cambricon MLU370
Compute (FP32-eq)
0.07x
MLU370 is 13.76x faster
VRAM
0.33x
MLU370 has 3.00x more
Enflame Technology CloudBlazer T20
VRAM
0.50x
CloudBlazer T20 has 2.00x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.10x
RTX 6000 Ada Generation is 9.81x faster
FP32 Compute
0.10x
RTX 6000 Ada Generation is 9.80x faster
VRAM
0.33x
RTX 6000 Ada Generation has 3.00x more
Memory Bandwidth
0.76x
RTX 6000 Ada Generation has 1.31x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.11x
GeForce RTX 4090 is 8.88x faster
FP32 Compute
0.11x
GeForce RTX 4090 is 8.88x faster
VRAM
0.67x
GeForce RTX 4090 has 1.50x more
Memory Bandwidth
0.73x
GeForce RTX 4090 has 1.38x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.26x
GeForce RTX 3090 is 3.82x faster
FP32 Compute
0.26x
GeForce RTX 3090 is 3.83x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.78x
GeForce RTX 3090 has 1.28x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 16.77x faster
FP32 Compute
0.48x
A100 SXM is 2.10x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.36x
A100 SXM has 2.79x more

To match 1x NVIDIA A100 SXM

Groq LPU Inference Engine
VRAM
0.35x
LPU Inference Engine has 2.88x more
Cambricon MLU370
Compute (FP32-eq)
1.22x
Need 1.22x MLU370
VRAM
1.67x
Need 1.67x MLU370
Enflame Technology CloudBlazer T20
VRAM
2.50x
Need 2.50x CloudBlazer T20
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
1.71x
Need 1.71x RTX 6000 Ada Generation
FP32 Compute
0.21x
RTX 6000 Ada Generation is 4.67x faster
VRAM
1.67x
Need 1.67x RTX 6000 Ada Generation
Memory Bandwidth
2.12x
Need 2.12x RTX 6000 Ada Generation
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
1.89x
Need 1.89x GeForce RTX 4090
FP32 Compute
0.24x
GeForce RTX 4090 is 4.24x faster
VRAM
3.33x
Need 3.33x GeForce RTX 4090
Memory Bandwidth
2.02x
Need 2.02x GeForce RTX 4090
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
4.39x
Need 4.39x GeForce RTX 3090
FP32 Compute
0.55x
GeForce RTX 3090 is 1.83x faster
VRAM
3.33x
Need 3.33x GeForce RTX 3090
Memory Bandwidth
2.18x
Need 2.18x GeForce RTX 3090
NVIDIA P100
Compute (FP32-eq)
16.77x
Need 16.77x P100
FP32 Compute
2.10x
Need 2.10x P100
VRAM
5.00x
Need 5.00x P100
Memory Bandwidth
2.79x
Need 2.79x P100

Pricing

Price TypeLPU Inference EngineMLU370CloudBlazer T20RTX 6000 Ada GenerationGeForce RTX 4090GeForce RTX 3090P100A100 SXM
CAPEX (Street Price)$15,000
OPEX (per hour)$0.33/hr$0.18/hr$0.11/hr$0.28/hr$4.05/hr
Price per TFLOPs (FP32-eq)$96