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Showing 128 XPUs • 7 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

SpecificationAlibaba Hanguang 800NVIDIA H100 SXMNVIDIA RTX 6000 BlackwellNVIDIA GeForce RTX 5060 TiNVIDIA GeForce RTX 3090NVIDIA L40NVIDIA T4
ArchitectureXuanTieHopperBlackwellBlackwellAmpereAda LovelaceTuring
Form Factor—SXMPCIePCIePCIePCIePCIe
VRAM16 GB80 GB96 GB16 GB24 GB48 GB16 GB
Memory Bandwidth—3,350 GB/s1,536 GB/s544 GB/s936 GB/s864 GB/s320 GB/s
TFLOPs (FP32)—671812535.6458.1
TFLOPs (FP16)—1,979—————
TFLOPs—1,9793628871181.0565
TFLOPs (FP8)—3,958—————
TDP150 W700 W300 W220 W350 W300 W70 W
Launch DateSep 2019Sep 2022Jan 2025Mar 2025Sep 2020Oct 2022Sep 2018

Efficiency Metrics

MetricHanguang 800H100 SXMRTX 6000 BlackwellGeForce RTX 5060 TiGeForce RTX 3090L40T4
TFLOPs per Watt (FP32-eq)—1.410.600.200.100.300.46
Memory Bandwidth per GB—41.9 GB/s16.0 GB/s34.0 GB/s39.0 GB/s18.0 GB/s20.0 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 H100 SXM
VRAM
0.20x
H100 SXM has 5.00x more
NVIDIA RTX 6000 Blackwell
VRAM
0.17x
RTX 6000 Blackwell has 6.00x more
NVIDIA GeForce RTX 5060 Ti
VRAM
1.00x
GeForce RTX 5060 Ti has 1.00x more
NVIDIA GeForce RTX 3090
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
NVIDIA L40
VRAM
0.33x
L40 has 3.00x more
NVIDIA T4
VRAM
1.00x
T4 has 1.00x more

To match 1x NVIDIA H100 SXM

Alibaba Hanguang 800
VRAM
5.00x
Need 5.00x Hanguang 800
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
5.47x
Need 5.47x RTX 6000 Blackwell
FP32 Compute
0.37x
RTX 6000 Blackwell is 2.70x faster
VRAM
0.83x
RTX 6000 Blackwell has 1.20x more
Memory Bandwidth
2.18x
Need 2.18x RTX 6000 Blackwell
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
22.49x
Need 22.49x GeForce RTX 5060 Ti
FP32 Compute
2.68x
Need 2.68x GeForce RTX 5060 Ti
VRAM
5.00x
Need 5.00x GeForce RTX 5060 Ti
Memory Bandwidth
6.16x
Need 6.16x GeForce RTX 5060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
27.87x
Need 27.87x GeForce RTX 3090
FP32 Compute
1.88x
Need 1.88x GeForce RTX 3090
VRAM
3.33x
Need 3.33x GeForce RTX 3090
Memory Bandwidth
3.58x
Need 3.58x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
10.93x
Need 10.93x L40
FP32 Compute
1.49x
Need 1.49x L40
VRAM
1.67x
Need 1.67x L40
Memory Bandwidth
3.88x
Need 3.88x L40
NVIDIA T4
Compute (FP32-eq)
30.45x
Need 30.45x T4
FP32 Compute
8.27x
Need 8.27x T4
VRAM
5.00x
Need 5.00x T4
Memory Bandwidth
10.47x
Need 10.47x T4

To match 1x NVIDIA RTX 6000 Blackwell

Alibaba Hanguang 800
VRAM
6.00x
Need 6.00x Hanguang 800
NVIDIA H100 SXM
Compute (FP32-eq)
0.18x
H100 SXM is 5.47x faster
FP32 Compute
2.70x
Need 2.70x H100 SXM
VRAM
1.20x
Need 1.20x H100 SXM
Memory Bandwidth
0.46x
H100 SXM has 2.18x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
4.11x
Need 4.11x GeForce RTX 5060 Ti
FP32 Compute
7.24x
Need 7.24x GeForce RTX 5060 Ti
VRAM
6.00x
Need 6.00x GeForce RTX 5060 Ti
Memory Bandwidth
2.82x
Need 2.82x GeForce RTX 5060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
5.10x
Need 5.10x GeForce RTX 3090
FP32 Compute
5.08x
Need 5.08x GeForce RTX 3090
VRAM
4.00x
Need 4.00x GeForce RTX 3090
Memory Bandwidth
1.64x
Need 1.64x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
2.00x
Need 2.00x L40
FP32 Compute
4.02x
Need 4.02x L40
VRAM
2.00x
Need 2.00x L40
Memory Bandwidth
1.78x
Need 1.78x L40
NVIDIA T4
Compute (FP32-eq)
5.57x
Need 5.57x T4
FP32 Compute
22.35x
Need 22.35x T4
VRAM
6.00x
Need 6.00x T4
Memory Bandwidth
4.80x
Need 4.80x T4

To match 1x NVIDIA GeForce RTX 5060 Ti

Alibaba Hanguang 800
VRAM
1.00x
Hanguang 800 has 1.00x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.04x
H100 SXM is 22.49x faster
FP32 Compute
0.37x
H100 SXM is 2.68x faster
VRAM
0.20x
H100 SXM has 5.00x more
Memory Bandwidth
0.16x
H100 SXM has 6.16x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.24x
RTX 6000 Blackwell is 4.11x faster
FP32 Compute
0.14x
RTX 6000 Blackwell is 7.24x faster
VRAM
0.17x
RTX 6000 Blackwell has 6.00x more
Memory Bandwidth
0.35x
RTX 6000 Blackwell has 2.82x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.24x
Need 1.24x GeForce RTX 3090
FP32 Compute
0.70x
GeForce RTX 3090 is 1.42x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.58x
GeForce RTX 3090 has 1.72x more
NVIDIA L40
Compute (FP32-eq)
0.49x
L40 is 2.06x faster
FP32 Compute
0.56x
L40 is 1.80x faster
VRAM
0.33x
L40 has 3.00x more
Memory Bandwidth
0.63x
L40 has 1.59x more
NVIDIA T4
Compute (FP32-eq)
1.35x
Need 1.35x T4
FP32 Compute
3.09x
Need 3.09x T4
VRAM
1.00x
T4 has 1.00x more
Memory Bandwidth
1.70x
Need 1.70x T4

To match 1x NVIDIA GeForce RTX 3090

Alibaba Hanguang 800
VRAM
1.50x
Need 1.50x Hanguang 800
NVIDIA H100 SXM
Compute (FP32-eq)
0.04x
H100 SXM is 27.87x faster
FP32 Compute
0.53x
H100 SXM is 1.88x faster
VRAM
0.30x
H100 SXM has 3.33x more
Memory Bandwidth
0.28x
H100 SXM has 3.58x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.20x
RTX 6000 Blackwell is 5.10x faster
FP32 Compute
0.20x
RTX 6000 Blackwell is 5.08x faster
VRAM
0.25x
RTX 6000 Blackwell has 4.00x more
Memory Bandwidth
0.61x
RTX 6000 Blackwell has 1.64x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.81x
GeForce RTX 5060 Ti is 1.24x faster
FP32 Compute
1.42x
Need 1.42x GeForce RTX 5060 Ti
VRAM
1.50x
Need 1.50x GeForce RTX 5060 Ti
Memory Bandwidth
1.72x
Need 1.72x GeForce RTX 5060 Ti
NVIDIA L40
Compute (FP32-eq)
0.39x
L40 is 2.55x faster
FP32 Compute
0.79x
L40 is 1.26x faster
VRAM
0.50x
L40 has 2.00x more
Memory Bandwidth
1.08x
Need 1.08x L40
NVIDIA T4
Compute (FP32-eq)
1.09x
Need 1.09x T4
FP32 Compute
4.40x
Need 4.40x T4
VRAM
1.50x
Need 1.50x T4
Memory Bandwidth
2.92x
Need 2.92x T4

To match 1x NVIDIA L40

Alibaba Hanguang 800
VRAM
3.00x
Need 3.00x Hanguang 800
NVIDIA H100 SXM
Compute (FP32-eq)
0.09x
H100 SXM is 10.93x faster
FP32 Compute
0.67x
H100 SXM is 1.49x faster
VRAM
0.60x
H100 SXM has 1.67x more
Memory Bandwidth
0.26x
H100 SXM has 3.88x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.50x
RTX 6000 Blackwell is 2.00x faster
FP32 Compute
0.25x
RTX 6000 Blackwell is 4.02x faster
VRAM
0.50x
RTX 6000 Blackwell has 2.00x more
Memory Bandwidth
0.56x
RTX 6000 Blackwell has 1.78x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
2.06x
Need 2.06x GeForce RTX 5060 Ti
FP32 Compute
1.80x
Need 1.80x GeForce RTX 5060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 5060 Ti
Memory Bandwidth
1.59x
Need 1.59x GeForce RTX 5060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.55x
Need 2.55x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.92x
GeForce RTX 3090 has 1.08x more
NVIDIA T4
Compute (FP32-eq)
2.79x
Need 2.79x T4
FP32 Compute
5.56x
Need 5.56x T4
VRAM
3.00x
Need 3.00x T4
Memory Bandwidth
2.70x
Need 2.70x T4

To match 1x NVIDIA T4

Alibaba Hanguang 800
VRAM
1.00x
Hanguang 800 has 1.00x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.03x
H100 SXM is 30.45x faster
FP32 Compute
0.12x
H100 SXM is 8.27x faster
VRAM
0.20x
H100 SXM has 5.00x more
Memory Bandwidth
0.10x
H100 SXM has 10.47x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.18x
RTX 6000 Blackwell is 5.57x faster
FP32 Compute
0.04x
RTX 6000 Blackwell is 22.35x faster
VRAM
0.17x
RTX 6000 Blackwell has 6.00x more
Memory Bandwidth
0.21x
RTX 6000 Blackwell has 4.80x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.74x
GeForce RTX 5060 Ti is 1.35x faster
FP32 Compute
0.32x
GeForce RTX 5060 Ti is 3.09x faster
VRAM
1.00x
GeForce RTX 5060 Ti has 1.00x more
Memory Bandwidth
0.59x
GeForce RTX 5060 Ti has 1.70x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.92x
GeForce RTX 3090 is 1.09x faster
FP32 Compute
0.23x
GeForce RTX 3090 is 4.40x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.34x
GeForce RTX 3090 has 2.92x more
NVIDIA L40
Compute (FP32-eq)
0.36x
L40 is 2.79x faster
FP32 Compute
0.18x
L40 is 5.56x faster
VRAM
0.33x
L40 has 3.00x more
Memory Bandwidth
0.37x
L40 has 2.70x more

Pricing

Price TypeHanguang 800H100 SXMRTX 6000 BlackwellGeForce RTX 5060 TiGeForce RTX 3090L40T4
CAPEX (Street Price)—$30,000—————
OPEX (per hour)—$3.50/hr$1.26/hr$0.09/hr$0.11/hr$0.69/hr$0.27/hr
Price per TFLOPs (FP32-eq)—$30—————