Compare XPUs

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Showing 128 XPUs • 5 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 Inferentia2AMD MI300XNVIDIA GeForce GT 710NVIDIA GeForce GT 730NVIDIA GeForce GTX 1070
ArchitectureInferentia Gen2CDNA 3KeplerKeplerPascal
Form Factor—OAMPCIePCIePCIe
VRAM32 GB192 GB2 GB2 GB8 GB
Memory Bandwidth—5,300 GB/s14.4 GB/s28.5 GB/s256 GB/s
TFLOPs (FP32)—163.40.3660.6936.463
TFLOPs (FP16)—1,307———
TFLOPs1901,3070.3660.6936.463
TFLOPs (FP8)—2,614———
TDP150 W750 W19 W49 W150 W
Launch DateNov 2022Dec 2023Mar 2014Jun 2014Jun 2016

Efficiency Metrics

MetricInferentia2MI300XGeForce GT 710GeForce GT 730GeForce GTX 1070
TFLOPs per Watt (FP32-eq)0.630.870.020.010.04
Memory Bandwidth per GB—27.6 GB/s7.2 GB/s14.3 GB/s32.0 GB/s

Performance Equivalence

How many units of each GPU are needed to match the performance of the others?

To match 1x AWS Inferentia2

AMD MI300X
Compute (FP32-eq)
0.15x
MI300X is 6.88x faster
VRAM
0.17x
MI300X has 6.00x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
259.56x
Need 259.56x GeForce GT 710
VRAM
16.00x
Need 16.00x GeForce GT 710
NVIDIA GeForce GT 730
Compute (FP32-eq)
137.09x
Need 137.09x GeForce GT 730
VRAM
16.00x
Need 16.00x GeForce GT 730
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
14.70x
Need 14.70x GeForce GTX 1070
VRAM
4.00x
Need 4.00x GeForce GTX 1070

To match 1x AMD MI300X

AWS Inferentia2
Compute (FP32-eq)
6.88x
Need 6.88x Inferentia2
VRAM
6.00x
Need 6.00x Inferentia2
NVIDIA GeForce GT 710
Compute (FP32-eq)
1785.52x
Need 1785.52x GeForce GT 710
FP32 Compute
446.45x
Need 446.45x GeForce GT 710
VRAM
96.00x
Need 96.00x GeForce GT 710
Memory Bandwidth
368.06x
Need 368.06x GeForce GT 710
NVIDIA GeForce GT 730
Compute (FP32-eq)
943.00x
Need 943.00x GeForce GT 730
FP32 Compute
235.79x
Need 235.79x GeForce GT 730
VRAM
96.00x
Need 96.00x GeForce GT 730
Memory Bandwidth
185.96x
Need 185.96x GeForce GT 730
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
101.11x
Need 101.11x GeForce GTX 1070
FP32 Compute
25.28x
Need 25.28x GeForce GTX 1070
VRAM
24.00x
Need 24.00x GeForce GTX 1070
Memory Bandwidth
20.70x
Need 20.70x GeForce GTX 1070

To match 1x NVIDIA GeForce GT 710

AWS Inferentia2
Compute (FP32-eq)
0.00x
Inferentia2 is 259.56x faster
VRAM
0.06x
Inferentia2 has 16.00x more
AMD MI300X
Compute (FP32-eq)
0.00x
MI300X is 1785.52x faster
FP32 Compute
0.00x
MI300X is 446.45x faster
VRAM
0.01x
MI300X has 96.00x more
Memory Bandwidth
0.00x
MI300X has 368.06x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
0.53x
GeForce GT 730 is 1.89x faster
FP32 Compute
0.53x
GeForce GT 730 is 1.89x faster
VRAM
1.00x
GeForce GT 730 has 1.00x more
Memory Bandwidth
0.51x
GeForce GT 730 has 1.98x more
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
0.06x
GeForce GTX 1070 is 17.66x faster
FP32 Compute
0.06x
GeForce GTX 1070 is 17.66x faster
VRAM
0.25x
GeForce GTX 1070 has 4.00x more
Memory Bandwidth
0.06x
GeForce GTX 1070 has 17.78x more

To match 1x NVIDIA GeForce GT 730

AWS Inferentia2
Compute (FP32-eq)
0.01x
Inferentia2 is 137.09x faster
VRAM
0.06x
Inferentia2 has 16.00x more
AMD MI300X
Compute (FP32-eq)
0.00x
MI300X is 943.00x faster
FP32 Compute
0.00x
MI300X is 235.79x faster
VRAM
0.01x
MI300X has 96.00x more
Memory Bandwidth
0.01x
MI300X has 185.96x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
1.89x
Need 1.89x GeForce GT 710
FP32 Compute
1.89x
Need 1.89x GeForce GT 710
VRAM
1.00x
GeForce GT 710 has 1.00x more
Memory Bandwidth
1.98x
Need 1.98x GeForce GT 710
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
0.11x
GeForce GTX 1070 is 9.33x faster
FP32 Compute
0.11x
GeForce GTX 1070 is 9.33x faster
VRAM
0.25x
GeForce GTX 1070 has 4.00x more
Memory Bandwidth
0.11x
GeForce GTX 1070 has 8.98x more

To match 1x NVIDIA GeForce GTX 1070

AWS Inferentia2
Compute (FP32-eq)
0.07x
Inferentia2 is 14.70x faster
VRAM
0.25x
Inferentia2 has 4.00x more
AMD MI300X
Compute (FP32-eq)
0.01x
MI300X is 101.11x faster
FP32 Compute
0.04x
MI300X is 25.28x faster
VRAM
0.04x
MI300X has 24.00x more
Memory Bandwidth
0.05x
MI300X has 20.70x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
17.66x
Need 17.66x GeForce GT 710
FP32 Compute
17.66x
Need 17.66x GeForce GT 710
VRAM
4.00x
Need 4.00x GeForce GT 710
Memory Bandwidth
17.78x
Need 17.78x GeForce GT 710
NVIDIA GeForce GT 730
Compute (FP32-eq)
9.33x
Need 9.33x GeForce GT 730
FP32 Compute
9.33x
Need 9.33x GeForce GT 730
VRAM
4.00x
Need 4.00x GeForce GT 730
Memory Bandwidth
8.98x
Need 8.98x GeForce GT 730

Pricing

Price TypeInferentia2MI300XGeForce GT 710GeForce GT 730GeForce GTX 1070
CAPEX (Street Price)—$35,000———
OPEX (per hour)$6.49/hr$10.40/hr$0.07/hr$0.04/hr$0.04/hr
Price per TFLOPs (FP32-eq)—$54———