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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

SpecificationAMD MI210NVIDIA P4NVIDIA Quadro P6000NVIDIA GeForce RTX 2080NVIDIA GeForce RTX 3060 TiNVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureCDNA 2PascalPascalTuringAmpereAmpereAmpere
Form FactorPCIePCIePCIePCIePCIePCIeSXM
VRAM64 GB8 GB24 GB8 GB8 GB24 GB80 GB
Memory Bandwidth1,638 GB/s192 GB/s432 GB/s448 GB/s448 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)45.35.512.6310.116.235.619.5
TFLOPs (FP16)181—————312
TFLOPs1815.512.6310.133.271312
TFLOPs (FP8)———————
TDP300 W75 W250 W215 W200 W350 W400 W
Launch DateJan 2022Sep 2016Oct 2016Sep 2018Dec 2020Sep 2020May 2020

Efficiency Metrics

MetricMI210P4Quadro P6000GeForce RTX 2080GeForce RTX 3060 TiGeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)0.300.070.050.050.080.100.39
Memory Bandwidth per GB25.6 GB/s24.0 GB/s18.0 GB/s56.0 GB/s56.0 GB/s39.0 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 AMD MI210

NVIDIA P4
Compute (FP32-eq)
16.45x
Need 16.45x P4
FP32 Compute
8.24x
Need 8.24x P4
VRAM
8.00x
Need 8.00x P4
Memory Bandwidth
8.53x
Need 8.53x P4
NVIDIA Quadro P6000
Compute (FP32-eq)
7.17x
Need 7.17x Quadro P6000
FP32 Compute
3.59x
Need 3.59x Quadro P6000
VRAM
2.67x
Need 2.67x Quadro P6000
Memory Bandwidth
3.79x
Need 3.79x Quadro P6000
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
8.96x
Need 8.96x GeForce RTX 2080
FP32 Compute
4.49x
Need 4.49x GeForce RTX 2080
VRAM
8.00x
Need 8.00x GeForce RTX 2080
Memory Bandwidth
3.66x
Need 3.66x GeForce RTX 2080
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
5.45x
Need 5.45x GeForce RTX 3060 Ti
FP32 Compute
2.80x
Need 2.80x GeForce RTX 3060 Ti
VRAM
8.00x
Need 8.00x GeForce RTX 3060 Ti
Memory Bandwidth
3.66x
Need 3.66x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.55x
Need 2.55x GeForce RTX 3090
FP32 Compute
1.27x
Need 1.27x GeForce RTX 3090
VRAM
2.67x
Need 2.67x GeForce RTX 3090
Memory Bandwidth
1.75x
Need 1.75x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.58x
A100 SXM is 1.72x faster
FP32 Compute
2.32x
Need 2.32x A100 SXM
VRAM
0.80x
A100 SXM has 1.25x more
Memory Bandwidth
0.80x
A100 SXM has 1.24x more

To match 1x NVIDIA P4

AMD MI210
Compute (FP32-eq)
0.06x
MI210 is 16.45x faster
FP32 Compute
0.12x
MI210 is 8.24x faster
VRAM
0.13x
MI210 has 8.00x more
Memory Bandwidth
0.12x
MI210 has 8.53x more
NVIDIA Quadro P6000
Compute (FP32-eq)
0.44x
Quadro P6000 is 2.30x faster
FP32 Compute
0.44x
Quadro P6000 is 2.30x faster
VRAM
0.33x
Quadro P6000 has 3.00x more
Memory Bandwidth
0.44x
Quadro P6000 has 2.25x more
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
0.54x
GeForce RTX 2080 is 1.84x faster
FP32 Compute
0.54x
GeForce RTX 2080 is 1.84x faster
VRAM
1.00x
GeForce RTX 2080 has 1.00x more
Memory Bandwidth
0.43x
GeForce RTX 2080 has 2.33x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.33x
GeForce RTX 3060 Ti is 3.02x faster
FP32 Compute
0.34x
GeForce RTX 3060 Ti is 2.95x faster
VRAM
1.00x
GeForce RTX 3060 Ti has 1.00x more
Memory Bandwidth
0.43x
GeForce RTX 3060 Ti has 2.33x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.15x
GeForce RTX 3090 is 6.45x faster
FP32 Compute
0.15x
GeForce RTX 3090 is 6.47x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.21x
GeForce RTX 3090 has 4.88x 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 Quadro P6000

AMD MI210
Compute (FP32-eq)
0.14x
MI210 is 7.17x faster
FP32 Compute
0.28x
MI210 is 3.59x faster
VRAM
0.38x
MI210 has 2.67x more
Memory Bandwidth
0.26x
MI210 has 3.79x more
NVIDIA P4
Compute (FP32-eq)
2.30x
Need 2.30x P4
FP32 Compute
2.30x
Need 2.30x P4
VRAM
3.00x
Need 3.00x P4
Memory Bandwidth
2.25x
Need 2.25x P4
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
1.25x
Need 1.25x GeForce RTX 2080
FP32 Compute
1.25x
Need 1.25x GeForce RTX 2080
VRAM
3.00x
Need 3.00x GeForce RTX 2080
Memory Bandwidth
0.96x
GeForce RTX 2080 has 1.04x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.76x
GeForce RTX 3060 Ti is 1.31x faster
FP32 Compute
0.78x
GeForce RTX 3060 Ti is 1.28x faster
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
0.96x
GeForce RTX 3060 Ti has 1.04x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.36x
GeForce RTX 3090 is 2.81x faster
FP32 Compute
0.35x
GeForce RTX 3090 is 2.82x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.46x
GeForce RTX 3090 has 2.17x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.08x
A100 SXM is 12.35x faster
FP32 Compute
0.65x
A100 SXM is 1.54x faster
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.21x
A100 SXM has 4.72x more

To match 1x NVIDIA GeForce RTX 2080

AMD MI210
Compute (FP32-eq)
0.11x
MI210 is 8.96x faster
FP32 Compute
0.22x
MI210 is 4.49x faster
VRAM
0.13x
MI210 has 8.00x more
Memory Bandwidth
0.27x
MI210 has 3.66x more
NVIDIA P4
Compute (FP32-eq)
1.84x
Need 1.84x P4
FP32 Compute
1.84x
Need 1.84x P4
VRAM
1.00x
P4 has 1.00x more
Memory Bandwidth
2.33x
Need 2.33x P4
NVIDIA Quadro P6000
Compute (FP32-eq)
0.80x
Quadro P6000 is 1.25x faster
FP32 Compute
0.80x
Quadro P6000 is 1.25x faster
VRAM
0.33x
Quadro P6000 has 3.00x more
Memory Bandwidth
1.04x
Need 1.04x Quadro P6000
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.61x
GeForce RTX 3060 Ti is 1.64x faster
FP32 Compute
0.62x
GeForce RTX 3060 Ti is 1.60x faster
VRAM
1.00x
GeForce RTX 3060 Ti has 1.00x more
Memory Bandwidth
1.00x
GeForce RTX 3060 Ti has 1.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.28x
GeForce RTX 3090 is 3.51x faster
FP32 Compute
0.28x
GeForce RTX 3090 is 3.52x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 15.45x faster
FP32 Compute
0.52x
A100 SXM is 1.93x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more

To match 1x NVIDIA GeForce RTX 3060 Ti

AMD MI210
Compute (FP32-eq)
0.18x
MI210 is 5.45x faster
FP32 Compute
0.36x
MI210 is 2.80x faster
VRAM
0.13x
MI210 has 8.00x more
Memory Bandwidth
0.27x
MI210 has 3.66x more
NVIDIA P4
Compute (FP32-eq)
3.02x
Need 3.02x P4
FP32 Compute
2.95x
Need 2.95x P4
VRAM
1.00x
P4 has 1.00x more
Memory Bandwidth
2.33x
Need 2.33x P4
NVIDIA Quadro P6000
Compute (FP32-eq)
1.31x
Need 1.31x Quadro P6000
FP32 Compute
1.28x
Need 1.28x Quadro P6000
VRAM
0.33x
Quadro P6000 has 3.00x more
Memory Bandwidth
1.04x
Need 1.04x Quadro P6000
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
1.64x
Need 1.64x GeForce RTX 2080
FP32 Compute
1.60x
Need 1.60x GeForce RTX 2080
VRAM
1.00x
GeForce RTX 2080 has 1.00x more
Memory Bandwidth
1.00x
GeForce RTX 2080 has 1.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.47x
GeForce RTX 3090 is 2.14x faster
FP32 Compute
0.46x
GeForce RTX 3090 is 2.20x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.11x
A100 SXM is 9.40x faster
FP32 Compute
0.83x
A100 SXM is 1.20x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more

To match 1x NVIDIA GeForce RTX 3090

AMD MI210
Compute (FP32-eq)
0.39x
MI210 is 2.55x faster
FP32 Compute
0.79x
MI210 is 1.27x faster
VRAM
0.38x
MI210 has 2.67x more
Memory Bandwidth
0.57x
MI210 has 1.75x more
NVIDIA P4
Compute (FP32-eq)
6.45x
Need 6.45x P4
FP32 Compute
6.47x
Need 6.47x P4
VRAM
3.00x
Need 3.00x P4
Memory Bandwidth
4.88x
Need 4.88x P4
NVIDIA Quadro P6000
Compute (FP32-eq)
2.81x
Need 2.81x Quadro P6000
FP32 Compute
2.82x
Need 2.82x Quadro P6000
VRAM
1.00x
Quadro P6000 has 1.00x more
Memory Bandwidth
2.17x
Need 2.17x Quadro P6000
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
3.51x
Need 3.51x GeForce RTX 2080
FP32 Compute
3.52x
Need 3.52x GeForce RTX 2080
VRAM
3.00x
Need 3.00x GeForce RTX 2080
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 2080
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
2.14x
Need 2.14x GeForce RTX 3060 Ti
FP32 Compute
2.20x
Need 2.20x GeForce RTX 3060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 3060 Ti
NVIDIA A100 SXM
Compute (FP32-eq)
0.23x
A100 SXM is 4.39x faster
FP32 Compute
1.83x
Need 1.83x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.46x
A100 SXM has 2.18x more

To match 1x NVIDIA A100 SXM

AMD MI210
Compute (FP32-eq)
1.72x
Need 1.72x MI210
FP32 Compute
0.43x
MI210 is 2.32x faster
VRAM
1.25x
Need 1.25x MI210
Memory Bandwidth
1.24x
Need 1.24x MI210
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
NVIDIA Quadro P6000
Compute (FP32-eq)
12.35x
Need 12.35x Quadro P6000
FP32 Compute
1.54x
Need 1.54x Quadro P6000
VRAM
3.33x
Need 3.33x Quadro P6000
Memory Bandwidth
4.72x
Need 4.72x Quadro P6000
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
15.45x
Need 15.45x GeForce RTX 2080
FP32 Compute
1.93x
Need 1.93x GeForce RTX 2080
VRAM
10.00x
Need 10.00x GeForce RTX 2080
Memory Bandwidth
4.55x
Need 4.55x GeForce RTX 2080
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
9.40x
Need 9.40x GeForce RTX 3060 Ti
FP32 Compute
1.20x
Need 1.20x GeForce RTX 3060 Ti
VRAM
10.00x
Need 10.00x GeForce RTX 3060 Ti
Memory Bandwidth
4.55x
Need 4.55x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
4.39x
Need 4.39x GeForce RTX 3090
FP32 Compute
0.55x
GeForce RTX 3090 is 1.83x faster
VRAM
3.33x
Need 3.33x GeForce RTX 3090
Memory Bandwidth
2.18x
Need 2.18x GeForce RTX 3090

Pricing

Price TypeMI210P4Quadro P6000GeForce RTX 2080GeForce RTX 3060 TiGeForce RTX 3090A100 SXM
CAPEX (Street Price)$6,000—————$15,000
OPEX (per hour)—$0.04/hr$1.10/hr$0.07/hr$0.05/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)$66—————$96