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

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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

SpecificationNVIDIA L4AMD MI300XNVIDIA RTX 4000 SFF Ada GenerationNVIDIA GeForce GT 710NVIDIA RTX 5000
ArchitectureAda LovelaceCDNA 3Ada LovelaceKeplerTuring
Form FactorPCIeOAMPCIePCIePCIe
VRAM24 GB192 GB20 GB2 GB16 GB
Memory Bandwidth300 GB/s5,300 GB/s360 GB/s14.4 GB/s448 GB/s
TFLOPs (FP32)30.3163.426.70.36611.2
TFLOPs (FP16)2421,307———
TFLOPs1211,307520.36689.2
TFLOPs (FP8)4852,614———
TDP72 W750 W70 W19 W265 W
Launch DateMar 2023Dec 2023Apr 2023Mar 2014Aug 2018

Efficiency Metrics

MetricL4MI300XRTX 4000 SFF Ada GenerationGeForce GT 710RTX 5000
TFLOPs per Watt (FP32-eq)0.840.870.370.020.17
Memory Bandwidth per GB12.5 GB/s27.6 GB/s18.0 GB/s7.2 GB/s28.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA L4

AMD MI300X
Compute (FP32-eq)
0.09x
MI300X is 10.80x faster
FP32 Compute
0.19x
MI300X is 5.39x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.06x
MI300X has 17.67x more
NVIDIA RTX 4000 SFF Ada Generation
Compute (FP32-eq)
2.33x
Need 2.33x RTX 4000 SFF Ada Generation
FP32 Compute
1.13x
Need 1.13x RTX 4000 SFF Ada Generation
VRAM
1.20x
Need 1.20x RTX 4000 SFF Ada Generation
Memory Bandwidth
0.83x
RTX 4000 SFF Ada Generation has 1.20x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
165.30x
Need 165.30x GeForce GT 710
FP32 Compute
82.79x
Need 82.79x GeForce GT 710
VRAM
12.00x
Need 12.00x GeForce GT 710
Memory Bandwidth
20.83x
Need 20.83x GeForce GT 710
NVIDIA RTX 5000
Compute (FP32-eq)
1.36x
Need 1.36x RTX 5000
FP32 Compute
2.71x
Need 2.71x RTX 5000
VRAM
1.50x
Need 1.50x RTX 5000
Memory Bandwidth
0.67x
RTX 5000 has 1.49x more

To match 1x AMD MI300X

NVIDIA L4
Compute (FP32-eq)
10.80x
Need 10.80x L4
FP32 Compute
5.39x
Need 5.39x L4
VRAM
8.00x
Need 8.00x L4
Memory Bandwidth
17.67x
Need 17.67x L4
NVIDIA RTX 4000 SFF Ada Generation
Compute (FP32-eq)
25.13x
Need 25.13x RTX 4000 SFF Ada Generation
FP32 Compute
6.12x
Need 6.12x RTX 4000 SFF Ada Generation
VRAM
9.60x
Need 9.60x RTX 4000 SFF Ada Generation
Memory Bandwidth
14.72x
Need 14.72x RTX 4000 SFF Ada Generation
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 RTX 5000
Compute (FP32-eq)
14.65x
Need 14.65x RTX 5000
FP32 Compute
14.59x
Need 14.59x RTX 5000
VRAM
12.00x
Need 12.00x RTX 5000
Memory Bandwidth
11.83x
Need 11.83x RTX 5000

To match 1x NVIDIA RTX 4000 SFF Ada Generation

NVIDIA L4
Compute (FP32-eq)
0.43x
L4 is 2.33x faster
FP32 Compute
0.88x
L4 is 1.13x faster
VRAM
0.83x
L4 has 1.20x more
Memory Bandwidth
1.20x
Need 1.20x L4
AMD MI300X
Compute (FP32-eq)
0.04x
MI300X is 25.13x faster
FP32 Compute
0.16x
MI300X is 6.12x faster
VRAM
0.10x
MI300X has 9.60x more
Memory Bandwidth
0.07x
MI300X has 14.72x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
71.04x
Need 71.04x GeForce GT 710
FP32 Compute
72.95x
Need 72.95x GeForce GT 710
VRAM
10.00x
Need 10.00x GeForce GT 710
Memory Bandwidth
25.00x
Need 25.00x GeForce GT 710
NVIDIA RTX 5000
Compute (FP32-eq)
0.58x
RTX 5000 is 1.72x faster
FP32 Compute
2.38x
Need 2.38x RTX 5000
VRAM
1.25x
Need 1.25x RTX 5000
Memory Bandwidth
0.80x
RTX 5000 has 1.24x more

To match 1x NVIDIA GeForce GT 710

NVIDIA L4
Compute (FP32-eq)
0.01x
L4 is 165.30x faster
FP32 Compute
0.01x
L4 is 82.79x faster
VRAM
0.08x
L4 has 12.00x more
Memory Bandwidth
0.05x
L4 has 20.83x 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 RTX 4000 SFF Ada Generation
Compute (FP32-eq)
0.01x
RTX 4000 SFF Ada Generation is 71.04x faster
FP32 Compute
0.01x
RTX 4000 SFF Ada Generation is 72.95x faster
VRAM
0.10x
RTX 4000 SFF Ada Generation has 10.00x more
Memory Bandwidth
0.04x
RTX 4000 SFF Ada Generation has 25.00x more
NVIDIA RTX 5000
Compute (FP32-eq)
0.01x
RTX 5000 is 121.86x faster
FP32 Compute
0.03x
RTX 5000 is 30.60x faster
VRAM
0.13x
RTX 5000 has 8.00x more
Memory Bandwidth
0.03x
RTX 5000 has 31.11x more

To match 1x NVIDIA RTX 5000

NVIDIA L4
Compute (FP32-eq)
0.74x
L4 is 1.36x faster
FP32 Compute
0.37x
L4 is 2.71x faster
VRAM
0.67x
L4 has 1.50x more
Memory Bandwidth
1.49x
Need 1.49x L4
AMD MI300X
Compute (FP32-eq)
0.07x
MI300X is 14.65x faster
FP32 Compute
0.07x
MI300X is 14.59x faster
VRAM
0.08x
MI300X has 12.00x more
Memory Bandwidth
0.08x
MI300X has 11.83x more
NVIDIA RTX 4000 SFF Ada Generation
Compute (FP32-eq)
1.72x
Need 1.72x RTX 4000 SFF Ada Generation
FP32 Compute
0.42x
RTX 4000 SFF Ada Generation is 2.38x faster
VRAM
0.80x
RTX 4000 SFF Ada Generation has 1.25x more
Memory Bandwidth
1.24x
Need 1.24x RTX 4000 SFF Ada Generation
NVIDIA GeForce GT 710
Compute (FP32-eq)
121.86x
Need 121.86x GeForce GT 710
FP32 Compute
30.60x
Need 30.60x GeForce GT 710
VRAM
8.00x
Need 8.00x GeForce GT 710
Memory Bandwidth
31.11x
Need 31.11x GeForce GT 710

Pricing

Price TypeL4MI300XRTX 4000 SFF Ada GenerationGeForce GT 710RTX 5000
CAPEX (Street Price)$4,000$35,000———
OPEX (per hour)$0.80/hr$10.40/hr$0.15/hr$0.07/hr$0.82/hr
Price per TFLOPs (FP32-eq)$66$54———