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

SpecificationHuawei Ascend 910BNVIDIA RTX 4500 Ada GenerationNVIDIA RTX 4000 SFF Ada GenerationNVIDIA P4NVIDIA A100 SXM
ArchitectureDa VinciAda LovelaceAda LovelacePascalAmpere
Form FactorPCIePCIePCIeSXM
VRAM64 GB24 GB20 GB8 GB80 GB
Memory Bandwidth576 GB/s360 GB/s192 GB/s2,039 GB/s
TFLOPs (FP32)48.526.75.519.5
TFLOPs (FP16)640312
TFLOPs97525.5312
TFLOPs (FP8)
TDP400 W210 W70 W75 W400 W
Launch DateAug 2023Mar 2023Apr 2023Sep 2016May 2020

Efficiency Metrics

MetricAscend 910BRTX 4500 Ada GenerationRTX 4000 SFF Ada GenerationP4A100 SXM
TFLOPs per Watt (FP32-eq)0.230.370.070.39
Memory Bandwidth per GB24.0 GB/s18.0 GB/s24.0 GB/s25.5 GB/s

Performance Equivalence

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

To match 1x Huawei Ascend 910B

NVIDIA RTX 4500 Ada Generation
VRAM
2.67x
Need 2.67x RTX 4500 Ada Generation
NVIDIA RTX 4000 SFF Ada Generation
VRAM
3.20x
Need 3.20x RTX 4000 SFF Ada Generation
NVIDIA P4
VRAM
8.00x
Need 8.00x P4
NVIDIA A100 SXM
VRAM
0.80x
A100 SXM has 1.25x more

To match 1x NVIDIA RTX 4500 Ada Generation

Huawei Ascend 910B
VRAM
0.38x
Ascend 910B has 2.67x more
NVIDIA RTX 4000 SFF Ada Generation
Compute (FP32-eq)
1.87x
Need 1.87x RTX 4000 SFF Ada Generation
FP32 Compute
1.82x
Need 1.82x RTX 4000 SFF Ada Generation
VRAM
1.20x
Need 1.20x RTX 4000 SFF Ada Generation
Memory Bandwidth
1.60x
Need 1.60x RTX 4000 SFF Ada Generation
NVIDIA P4
Compute (FP32-eq)
8.82x
Need 8.82x P4
FP32 Compute
8.82x
Need 8.82x P4
VRAM
3.00x
Need 3.00x P4
Memory Bandwidth
3.00x
Need 3.00x P4
NVIDIA A100 SXM
Compute (FP32-eq)
0.31x
A100 SXM is 3.22x faster
FP32 Compute
2.49x
Need 2.49x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.28x
A100 SXM has 3.54x more

To match 1x NVIDIA RTX 4000 SFF Ada Generation

Huawei Ascend 910B
VRAM
0.31x
Ascend 910B has 3.20x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.54x
RTX 4500 Ada Generation is 1.87x faster
FP32 Compute
0.55x
RTX 4500 Ada Generation is 1.82x faster
VRAM
0.83x
RTX 4500 Ada Generation has 1.20x more
Memory Bandwidth
0.63x
RTX 4500 Ada Generation has 1.60x more
NVIDIA P4
Compute (FP32-eq)
4.73x
Need 4.73x P4
FP32 Compute
4.85x
Need 4.85x P4
VRAM
2.50x
Need 2.50x P4
Memory Bandwidth
1.88x
Need 1.88x P4
NVIDIA A100 SXM
Compute (FP32-eq)
0.17x
A100 SXM is 6.00x faster
FP32 Compute
1.37x
Need 1.37x A100 SXM
VRAM
0.25x
A100 SXM has 4.00x more
Memory Bandwidth
0.18x
A100 SXM has 5.66x more

To match 1x NVIDIA P4

Huawei Ascend 910B
VRAM
0.13x
Ascend 910B has 8.00x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.11x
RTX 4500 Ada Generation is 8.82x faster
FP32 Compute
0.11x
RTX 4500 Ada Generation is 8.82x faster
VRAM
0.33x
RTX 4500 Ada Generation has 3.00x more
Memory Bandwidth
0.33x
RTX 4500 Ada Generation has 3.00x more
NVIDIA RTX 4000 SFF Ada Generation
Compute (FP32-eq)
0.21x
RTX 4000 SFF Ada Generation is 4.73x faster
FP32 Compute
0.21x
RTX 4000 SFF Ada Generation is 4.85x faster
VRAM
0.40x
RTX 4000 SFF Ada Generation has 2.50x more
Memory Bandwidth
0.53x
RTX 4000 SFF Ada Generation has 1.88x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.04x
A100 SXM is 28.36x faster
FP32 Compute
0.28x
A100 SXM is 3.55x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.09x
A100 SXM has 10.62x more

To match 1x NVIDIA A100 SXM

Huawei Ascend 910B
VRAM
1.25x
Need 1.25x Ascend 910B
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
3.22x
Need 3.22x RTX 4500 Ada Generation
FP32 Compute
0.40x
RTX 4500 Ada Generation is 2.49x faster
VRAM
3.33x
Need 3.33x RTX 4500 Ada Generation
Memory Bandwidth
3.54x
Need 3.54x RTX 4500 Ada Generation
NVIDIA RTX 4000 SFF Ada Generation
Compute (FP32-eq)
6.00x
Need 6.00x RTX 4000 SFF Ada Generation
FP32 Compute
0.73x
RTX 4000 SFF Ada Generation is 1.37x faster
VRAM
4.00x
Need 4.00x RTX 4000 SFF Ada Generation
Memory Bandwidth
5.66x
Need 5.66x RTX 4000 SFF Ada Generation
NVIDIA P4
Compute (FP32-eq)
28.36x
Need 28.36x P4
FP32 Compute
3.55x
Need 3.55x P4
VRAM
10.00x
Need 10.00x P4
Memory Bandwidth
10.62x
Need 10.62x P4

Pricing

Price TypeAscend 910BRTX 4500 Ada GenerationRTX 4000 SFF Ada GenerationP4A100 SXM
CAPEX (Street Price)$15,000
OPEX (per hour)$0.15/hr$0.04/hr$4.05/hr
Price per TFLOPs (FP32-eq)$96