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Showing 128 XPUs • 6 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

SpecificationAlibaba Hanguang 800NVIDIA GeForce RTX 5090NVIDIA GeForce RTX 3060NVIDIA V100SNVIDIA A100 SXMNVIDIA RTX 4000
ArchitectureXuanTieBlackwellAmpereVoltaAmpereTuring
Form Factor—PCIePCIePCIeSXMPCIe
VRAM16 GB32 GB12 GB32 GB80 GB8 GB
Memory Bandwidth—1,792 GB/s360 GB/s1,134 GB/s2,039 GB/s416 GB/s
TFLOPs (FP32)—921316.419.57.1
TFLOPs (FP16)————312—
TFLOPs—31825.416.431257.6
TFLOPs (FP8)——————
TDP150 W575 W170 W250 W400 W160 W
Launch DateSep 2019Jan 2025Feb 2021Nov 2019May 2020Nov 2018

Efficiency Metrics

MetricHanguang 800GeForce RTX 5090GeForce RTX 3060V100SA100 SXMRTX 4000
TFLOPs per Watt (FP32-eq)—0.280.070.070.390.18
Memory Bandwidth per GB—56.0 GB/s30.0 GB/s35.4 GB/s25.5 GB/s52.0 GB/s

Performance Equivalence

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

To match 1x Alibaba Hanguang 800

NVIDIA GeForce RTX 5090
VRAM
0.50x
GeForce RTX 5090 has 2.00x more
NVIDIA GeForce RTX 3060
VRAM
1.33x
Need 1.33x GeForce RTX 3060
NVIDIA V100S
VRAM
0.50x
V100S has 2.00x more
NVIDIA A100 SXM
VRAM
0.20x
A100 SXM has 5.00x more
NVIDIA RTX 4000
VRAM
2.00x
Need 2.00x RTX 4000

To match 1x NVIDIA GeForce RTX 5090

Alibaba Hanguang 800
VRAM
2.00x
Need 2.00x Hanguang 800
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
12.52x
Need 12.52x GeForce RTX 3060
FP32 Compute
7.08x
Need 7.08x GeForce RTX 3060
VRAM
2.67x
Need 2.67x GeForce RTX 3060
Memory Bandwidth
4.98x
Need 4.98x GeForce RTX 3060
NVIDIA V100S
Compute (FP32-eq)
9.70x
Need 9.70x V100S
FP32 Compute
5.61x
Need 5.61x V100S
VRAM
1.00x
V100S has 1.00x more
Memory Bandwidth
1.58x
Need 1.58x V100S
NVIDIA A100 SXM
Compute (FP32-eq)
1.02x
Need 1.02x A100 SXM
FP32 Compute
4.72x
Need 4.72x A100 SXM
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.88x
A100 SXM has 1.14x more
NVIDIA RTX 4000
Compute (FP32-eq)
5.52x
Need 5.52x RTX 4000
FP32 Compute
12.96x
Need 12.96x RTX 4000
VRAM
4.00x
Need 4.00x RTX 4000
Memory Bandwidth
4.31x
Need 4.31x RTX 4000

To match 1x NVIDIA GeForce RTX 3060

Alibaba Hanguang 800
VRAM
0.75x
Hanguang 800 has 1.33x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.08x
GeForce RTX 5090 is 12.52x faster
FP32 Compute
0.14x
GeForce RTX 5090 is 7.08x faster
VRAM
0.38x
GeForce RTX 5090 has 2.67x more
Memory Bandwidth
0.20x
GeForce RTX 5090 has 4.98x more
NVIDIA V100S
Compute (FP32-eq)
0.77x
V100S is 1.29x faster
FP32 Compute
0.79x
V100S is 1.26x faster
VRAM
0.38x
V100S has 2.67x more
Memory Bandwidth
0.32x
V100S has 3.15x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.08x
A100 SXM is 12.28x faster
FP32 Compute
0.67x
A100 SXM is 1.50x faster
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.18x
A100 SXM has 5.66x more
NVIDIA RTX 4000
Compute (FP32-eq)
0.44x
RTX 4000 is 2.27x faster
FP32 Compute
1.83x
Need 1.83x RTX 4000
VRAM
1.50x
Need 1.50x RTX 4000
Memory Bandwidth
0.87x
RTX 4000 has 1.16x more

To match 1x NVIDIA V100S

Alibaba Hanguang 800
VRAM
2.00x
Need 2.00x Hanguang 800
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.10x
GeForce RTX 5090 is 9.70x faster
FP32 Compute
0.18x
GeForce RTX 5090 is 5.61x faster
VRAM
1.00x
GeForce RTX 5090 has 1.00x more
Memory Bandwidth
0.63x
GeForce RTX 5090 has 1.58x more
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
1.29x
Need 1.29x GeForce RTX 3060
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3060
VRAM
2.67x
Need 2.67x GeForce RTX 3060
Memory Bandwidth
3.15x
Need 3.15x GeForce RTX 3060
NVIDIA A100 SXM
Compute (FP32-eq)
0.11x
A100 SXM is 9.51x faster
FP32 Compute
0.84x
A100 SXM is 1.19x faster
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.56x
A100 SXM has 1.80x more
NVIDIA RTX 4000
Compute (FP32-eq)
0.57x
RTX 4000 is 1.76x faster
FP32 Compute
2.31x
Need 2.31x RTX 4000
VRAM
4.00x
Need 4.00x RTX 4000
Memory Bandwidth
2.73x
Need 2.73x RTX 4000

To match 1x NVIDIA A100 SXM

Alibaba Hanguang 800
VRAM
5.00x
Need 5.00x Hanguang 800
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.98x
GeForce RTX 5090 is 1.02x faster
FP32 Compute
0.21x
GeForce RTX 5090 is 4.72x faster
VRAM
2.50x
Need 2.50x GeForce RTX 5090
Memory Bandwidth
1.14x
Need 1.14x GeForce RTX 5090
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
12.28x
Need 12.28x GeForce RTX 3060
FP32 Compute
1.50x
Need 1.50x GeForce RTX 3060
VRAM
6.67x
Need 6.67x GeForce RTX 3060
Memory Bandwidth
5.66x
Need 5.66x GeForce RTX 3060
NVIDIA V100S
Compute (FP32-eq)
9.51x
Need 9.51x V100S
FP32 Compute
1.19x
Need 1.19x V100S
VRAM
2.50x
Need 2.50x V100S
Memory Bandwidth
1.80x
Need 1.80x V100S
NVIDIA RTX 4000
Compute (FP32-eq)
5.42x
Need 5.42x RTX 4000
FP32 Compute
2.75x
Need 2.75x RTX 4000
VRAM
10.00x
Need 10.00x RTX 4000
Memory Bandwidth
4.90x
Need 4.90x RTX 4000

To match 1x NVIDIA RTX 4000

Alibaba Hanguang 800
VRAM
0.50x
Hanguang 800 has 2.00x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.18x
GeForce RTX 5090 is 5.52x faster
FP32 Compute
0.08x
GeForce RTX 5090 is 12.96x faster
VRAM
0.25x
GeForce RTX 5090 has 4.00x more
Memory Bandwidth
0.23x
GeForce RTX 5090 has 4.31x more
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
2.27x
Need 2.27x GeForce RTX 3060
FP32 Compute
0.55x
GeForce RTX 3060 is 1.83x faster
VRAM
0.67x
GeForce RTX 3060 has 1.50x more
Memory Bandwidth
1.16x
Need 1.16x GeForce RTX 3060
NVIDIA V100S
Compute (FP32-eq)
1.76x
Need 1.76x V100S
FP32 Compute
0.43x
V100S is 2.31x faster
VRAM
0.25x
V100S has 4.00x more
Memory Bandwidth
0.37x
V100S has 2.73x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.18x
A100 SXM is 5.42x faster
FP32 Compute
0.36x
A100 SXM is 2.75x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.20x
A100 SXM has 4.90x more

Pricing

Price TypeHanguang 800GeForce RTX 5090GeForce RTX 3060V100SA100 SXMRTX 4000
CAPEX (Street Price)————$15,000—
OPEX (per hour)—$0.27/hr$0.05/hr$0.88/hr$4.05/hr$0.34/hr
Price per TFLOPs (FP32-eq)————$96—