Compare XPUs

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

Select XPUs to Compare

Showing 128 XPUs5 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

SpecificationAWS Inferentia2Meta MTIA v1NVIDIA GeForce RTX 4070 TiNVIDIA GeForce RTX 3090NVIDIA GeForce RTX 3080
ArchitectureInferentia Gen2Meta Training & Inference AcceleratorAda LovelaceAmpereAmpere
Form FactorPCIePCIePCIe
VRAM32 GB128 GB12 GB24 GB10 GB
Memory Bandwidth504 GB/s936 GB/s760 GB/s
TFLOPs (FP32)40.135.629.8
TFLOPs (FP16)
TFLOPs19080.167159.2
TFLOPs (FP8)
TDP150 W400 W285 W350 W320 W
Launch DateNov 2022May 2023Jan 2023Sep 2020Sep 2020

Efficiency Metrics

MetricInferentia2MTIA v1GeForce RTX 4070 TiGeForce RTX 3090GeForce RTX 3080
TFLOPs per Watt (FP32-eq)0.630.140.100.09
Memory Bandwidth per GB42.0 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 AWS Inferentia2

Meta MTIA v1
VRAM
0.25x
MTIA v1 has 4.00x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
2.37x
Need 2.37x GeForce RTX 4070 Ti
VRAM
2.67x
Need 2.67x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.68x
Need 2.68x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
3.21x
Need 3.21x GeForce RTX 3080
VRAM
3.20x
Need 3.20x GeForce RTX 3080

To match 1x Meta MTIA v1

AWS Inferentia2
VRAM
4.00x
Need 4.00x Inferentia2
NVIDIA GeForce RTX 4070 Ti
VRAM
10.67x
Need 10.67x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
VRAM
5.33x
Need 5.33x GeForce RTX 3090
NVIDIA GeForce RTX 3080
VRAM
12.80x
Need 12.80x GeForce RTX 3080

To match 1x NVIDIA GeForce RTX 4070 Ti

AWS Inferentia2
Compute (FP32-eq)
0.42x
Inferentia2 is 2.37x faster
VRAM
0.38x
Inferentia2 has 2.67x more
Meta MTIA v1
VRAM
0.09x
MTIA v1 has 10.67x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.13x
Need 1.13x GeForce RTX 3090
FP32 Compute
1.13x
Need 1.13x GeForce RTX 3090
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.54x
GeForce RTX 3090 has 1.86x more
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
1.35x
Need 1.35x GeForce RTX 3080
FP32 Compute
1.35x
Need 1.35x GeForce RTX 3080
VRAM
1.20x
Need 1.20x GeForce RTX 3080
Memory Bandwidth
0.66x
GeForce RTX 3080 has 1.51x more

To match 1x NVIDIA GeForce RTX 3090

AWS Inferentia2
Compute (FP32-eq)
0.37x
Inferentia2 is 2.68x faster
VRAM
0.75x
Inferentia2 has 1.33x more
Meta MTIA v1
VRAM
0.19x
MTIA v1 has 5.33x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.89x
GeForce RTX 4070 Ti is 1.13x faster
FP32 Compute
0.89x
GeForce RTX 4070 Ti is 1.13x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4070 Ti
Memory Bandwidth
1.86x
Need 1.86x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
1.20x
Need 1.20x GeForce RTX 3080
FP32 Compute
1.19x
Need 1.19x GeForce RTX 3080
VRAM
2.40x
Need 2.40x GeForce RTX 3080
Memory Bandwidth
1.23x
Need 1.23x GeForce RTX 3080

To match 1x NVIDIA GeForce RTX 3080

AWS Inferentia2
Compute (FP32-eq)
0.31x
Inferentia2 is 3.21x faster
VRAM
0.31x
Inferentia2 has 3.20x more
Meta MTIA v1
VRAM
0.08x
MTIA v1 has 12.80x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.74x
GeForce RTX 4070 Ti is 1.35x faster
FP32 Compute
0.74x
GeForce RTX 4070 Ti is 1.35x faster
VRAM
0.83x
GeForce RTX 4070 Ti has 1.20x more
Memory Bandwidth
1.51x
Need 1.51x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.83x
GeForce RTX 3090 is 1.20x faster
FP32 Compute
0.84x
GeForce RTX 3090 is 1.19x faster
VRAM
0.42x
GeForce RTX 3090 has 2.40x more
Memory Bandwidth
0.81x
GeForce RTX 3090 has 1.23x more

Pricing

Price TypeInferentia2MTIA v1GeForce RTX 4070 TiGeForce RTX 3090GeForce RTX 3080
CAPEX (Street Price)
OPEX (per hour)$6.49/hr$0.10/hr$0.11/hr$0.08/hr
Price per TFLOPs (FP32-eq)