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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 MI100NVIDIA Quadro P600NVIDIA GeForce GTX 1050 TiNVIDIA T1000NVIDIA GeForce RTX 3090NVIDIA A100 SXMNVIDIA GeForce RTX 3080
ArchitectureCDNAPascalPascalTuringAmpereAmpereAmpere
Form FactorPCIePCIePCIePCIePCIeSXMPCIe
VRAM32 GB2 GB4 GB8 GB24 GB80 GB10 GB
Memory Bandwidth1,228 GB/s64 GB/s112 GB/s160 GB/s936 GB/s2,039 GB/s760 GB/s
TFLOPs (FP32)23.11.1172.1382.535.619.529.8
TFLOPs (FP16)184.6————312—
TFLOPs23.11.1172.1382.57131259.2
TFLOPs (FP8)———————
TDP300 W40 W75 W50 W350 W400 W320 W
Launch DateNov 2020Feb 2017Oct 2016May 2019Sep 2020May 2020Sep 2020

Efficiency Metrics

MetricMI100Quadro P600GeForce GTX 1050 TiT1000GeForce RTX 3090A100 SXMGeForce RTX 3080
TFLOPs per Watt (FP32-eq)0.080.030.030.050.100.390.09
Memory Bandwidth per GB38.4 GB/s32.0 GB/s28.0 GB/s20.0 GB/s39.0 GB/s25.5 GB/s76.0 GB/s

Performance Equivalence

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

To match 1x AMD MI100

NVIDIA Quadro P600
Compute (FP32-eq)
20.68x
Need 20.68x Quadro P600
FP32 Compute
20.68x
Need 20.68x Quadro P600
VRAM
16.00x
Need 16.00x Quadro P600
Memory Bandwidth
19.19x
Need 19.19x Quadro P600
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
10.80x
Need 10.80x GeForce GTX 1050 Ti
FP32 Compute
10.80x
Need 10.80x GeForce GTX 1050 Ti
VRAM
8.00x
Need 8.00x GeForce GTX 1050 Ti
Memory Bandwidth
10.96x
Need 10.96x GeForce GTX 1050 Ti
NVIDIA T1000
Compute (FP32-eq)
9.24x
Need 9.24x T1000
FP32 Compute
9.24x
Need 9.24x T1000
VRAM
4.00x
Need 4.00x T1000
Memory Bandwidth
7.67x
Need 7.67x T1000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.65x
GeForce RTX 3090 is 1.54x faster
FP32 Compute
0.65x
GeForce RTX 3090 is 1.54x faster
VRAM
1.33x
Need 1.33x GeForce RTX 3090
Memory Bandwidth
1.31x
Need 1.31x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.15x
A100 SXM is 6.75x faster
FP32 Compute
1.18x
Need 1.18x A100 SXM
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.60x
A100 SXM has 1.66x more
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
0.78x
GeForce RTX 3080 is 1.28x faster
FP32 Compute
0.78x
GeForce RTX 3080 is 1.29x faster
VRAM
3.20x
Need 3.20x GeForce RTX 3080
Memory Bandwidth
1.62x
Need 1.62x GeForce RTX 3080

To match 1x NVIDIA Quadro P600

AMD MI100
Compute (FP32-eq)
0.05x
MI100 is 20.68x faster
FP32 Compute
0.05x
MI100 is 20.68x faster
VRAM
0.06x
MI100 has 16.00x more
Memory Bandwidth
0.05x
MI100 has 19.19x more
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
0.52x
GeForce GTX 1050 Ti is 1.91x faster
FP32 Compute
0.52x
GeForce GTX 1050 Ti is 1.91x faster
VRAM
0.50x
GeForce GTX 1050 Ti has 2.00x more
Memory Bandwidth
0.57x
GeForce GTX 1050 Ti has 1.75x more
NVIDIA T1000
Compute (FP32-eq)
0.45x
T1000 is 2.24x faster
FP32 Compute
0.45x
T1000 is 2.24x faster
VRAM
0.25x
T1000 has 4.00x more
Memory Bandwidth
0.40x
T1000 has 2.50x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.03x
GeForce RTX 3090 is 31.78x faster
FP32 Compute
0.03x
GeForce RTX 3090 is 31.87x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.07x
GeForce RTX 3090 has 14.62x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.01x
A100 SXM is 139.66x faster
FP32 Compute
0.06x
A100 SXM is 17.46x faster
VRAM
0.03x
A100 SXM has 40.00x more
Memory Bandwidth
0.03x
A100 SXM has 31.86x more
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
0.04x
GeForce RTX 3080 is 26.50x faster
FP32 Compute
0.04x
GeForce RTX 3080 is 26.68x faster
VRAM
0.20x
GeForce RTX 3080 has 5.00x more
Memory Bandwidth
0.08x
GeForce RTX 3080 has 11.88x more

To match 1x NVIDIA GeForce GTX 1050 Ti

AMD MI100
Compute (FP32-eq)
0.09x
MI100 is 10.80x faster
FP32 Compute
0.09x
MI100 is 10.80x faster
VRAM
0.13x
MI100 has 8.00x more
Memory Bandwidth
0.09x
MI100 has 10.96x more
NVIDIA Quadro P600
Compute (FP32-eq)
1.91x
Need 1.91x Quadro P600
FP32 Compute
1.91x
Need 1.91x Quadro P600
VRAM
2.00x
Need 2.00x Quadro P600
Memory Bandwidth
1.75x
Need 1.75x Quadro P600
NVIDIA T1000
Compute (FP32-eq)
0.86x
T1000 is 1.17x faster
FP32 Compute
0.86x
T1000 is 1.17x faster
VRAM
0.50x
T1000 has 2.00x more
Memory Bandwidth
0.70x
T1000 has 1.43x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.06x
GeForce RTX 3090 is 16.60x faster
FP32 Compute
0.06x
GeForce RTX 3090 is 16.65x faster
VRAM
0.17x
GeForce RTX 3090 has 6.00x more
Memory Bandwidth
0.12x
GeForce RTX 3090 has 8.36x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.01x
A100 SXM is 72.97x faster
FP32 Compute
0.11x
A100 SXM is 9.12x faster
VRAM
0.05x
A100 SXM has 20.00x more
Memory Bandwidth
0.05x
A100 SXM has 18.21x more
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
0.07x
GeForce RTX 3080 is 13.84x faster
FP32 Compute
0.07x
GeForce RTX 3080 is 13.94x faster
VRAM
0.40x
GeForce RTX 3080 has 2.50x more
Memory Bandwidth
0.15x
GeForce RTX 3080 has 6.79x more

To match 1x NVIDIA T1000

AMD MI100
Compute (FP32-eq)
0.11x
MI100 is 9.24x faster
FP32 Compute
0.11x
MI100 is 9.24x faster
VRAM
0.25x
MI100 has 4.00x more
Memory Bandwidth
0.13x
MI100 has 7.67x more
NVIDIA Quadro P600
Compute (FP32-eq)
2.24x
Need 2.24x Quadro P600
FP32 Compute
2.24x
Need 2.24x Quadro P600
VRAM
4.00x
Need 4.00x Quadro P600
Memory Bandwidth
2.50x
Need 2.50x Quadro P600
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
1.17x
Need 1.17x GeForce GTX 1050 Ti
FP32 Compute
1.17x
Need 1.17x GeForce GTX 1050 Ti
VRAM
2.00x
Need 2.00x GeForce GTX 1050 Ti
Memory Bandwidth
1.43x
Need 1.43x GeForce GTX 1050 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.07x
GeForce RTX 3090 is 14.20x faster
FP32 Compute
0.07x
GeForce RTX 3090 is 14.24x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.17x
GeForce RTX 3090 has 5.85x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.02x
A100 SXM is 62.40x faster
FP32 Compute
0.13x
A100 SXM is 7.80x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.08x
A100 SXM has 12.74x more
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
0.08x
GeForce RTX 3080 is 11.84x faster
FP32 Compute
0.08x
GeForce RTX 3080 is 11.92x faster
VRAM
0.80x
GeForce RTX 3080 has 1.25x more
Memory Bandwidth
0.21x
GeForce RTX 3080 has 4.75x more

To match 1x NVIDIA GeForce RTX 3090

AMD MI100
Compute (FP32-eq)
1.54x
Need 1.54x MI100
FP32 Compute
1.54x
Need 1.54x MI100
VRAM
0.75x
MI100 has 1.33x more
Memory Bandwidth
0.76x
MI100 has 1.31x more
NVIDIA Quadro P600
Compute (FP32-eq)
31.78x
Need 31.78x Quadro P600
FP32 Compute
31.87x
Need 31.87x Quadro P600
VRAM
12.00x
Need 12.00x Quadro P600
Memory Bandwidth
14.63x
Need 14.63x Quadro P600
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
16.60x
Need 16.60x GeForce GTX 1050 Ti
FP32 Compute
16.65x
Need 16.65x GeForce GTX 1050 Ti
VRAM
6.00x
Need 6.00x GeForce GTX 1050 Ti
Memory Bandwidth
8.36x
Need 8.36x GeForce GTX 1050 Ti
NVIDIA T1000
Compute (FP32-eq)
14.20x
Need 14.20x T1000
FP32 Compute
14.24x
Need 14.24x T1000
VRAM
3.00x
Need 3.00x T1000
Memory Bandwidth
5.85x
Need 5.85x T1000
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
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
1.20x
Need 1.20x GeForce RTX 3080
FP32 Compute
1.19x
Need 1.19x GeForce RTX 3080
VRAM
2.40x
Need 2.40x GeForce RTX 3080
Memory Bandwidth
1.23x
Need 1.23x GeForce RTX 3080

To match 1x NVIDIA A100 SXM

AMD MI100
Compute (FP32-eq)
6.75x
Need 6.75x MI100
FP32 Compute
0.84x
MI100 is 1.18x faster
VRAM
2.50x
Need 2.50x MI100
Memory Bandwidth
1.66x
Need 1.66x MI100
NVIDIA Quadro P600
Compute (FP32-eq)
139.66x
Need 139.66x Quadro P600
FP32 Compute
17.46x
Need 17.46x Quadro P600
VRAM
40.00x
Need 40.00x Quadro P600
Memory Bandwidth
31.86x
Need 31.86x Quadro P600
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
72.97x
Need 72.97x GeForce GTX 1050 Ti
FP32 Compute
9.12x
Need 9.12x GeForce GTX 1050 Ti
VRAM
20.00x
Need 20.00x GeForce GTX 1050 Ti
Memory Bandwidth
18.21x
Need 18.21x GeForce GTX 1050 Ti
NVIDIA T1000
Compute (FP32-eq)
62.40x
Need 62.40x T1000
FP32 Compute
7.80x
Need 7.80x T1000
VRAM
10.00x
Need 10.00x T1000
Memory Bandwidth
12.74x
Need 12.74x T1000
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
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
5.27x
Need 5.27x GeForce RTX 3080
FP32 Compute
0.65x
GeForce RTX 3080 is 1.53x faster
VRAM
8.00x
Need 8.00x GeForce RTX 3080
Memory Bandwidth
2.68x
Need 2.68x GeForce RTX 3080

To match 1x NVIDIA GeForce RTX 3080

AMD MI100
Compute (FP32-eq)
1.28x
Need 1.28x MI100
FP32 Compute
1.29x
Need 1.29x MI100
VRAM
0.31x
MI100 has 3.20x more
Memory Bandwidth
0.62x
MI100 has 1.62x more
NVIDIA Quadro P600
Compute (FP32-eq)
26.50x
Need 26.50x Quadro P600
FP32 Compute
26.68x
Need 26.68x Quadro P600
VRAM
5.00x
Need 5.00x Quadro P600
Memory Bandwidth
11.88x
Need 11.88x Quadro P600
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
13.84x
Need 13.84x GeForce GTX 1050 Ti
FP32 Compute
13.94x
Need 13.94x GeForce GTX 1050 Ti
VRAM
2.50x
Need 2.50x GeForce GTX 1050 Ti
Memory Bandwidth
6.79x
Need 6.79x GeForce GTX 1050 Ti
NVIDIA T1000
Compute (FP32-eq)
11.84x
Need 11.84x T1000
FP32 Compute
11.92x
Need 11.92x T1000
VRAM
1.25x
Need 1.25x T1000
Memory Bandwidth
4.75x
Need 4.75x T1000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.83x
GeForce RTX 3090 is 1.20x faster
FP32 Compute
0.84x
GeForce RTX 3090 is 1.19x faster
VRAM
0.42x
GeForce RTX 3090 has 2.40x more
Memory Bandwidth
0.81x
GeForce RTX 3090 has 1.23x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.19x
A100 SXM is 5.27x faster
FP32 Compute
1.53x
Need 1.53x A100 SXM
VRAM
0.13x
A100 SXM has 8.00x more
Memory Bandwidth
0.37x
A100 SXM has 2.68x more

Pricing

Price TypeMI100Quadro P600GeForce GTX 1050 TiT1000GeForce RTX 3090A100 SXMGeForce RTX 3080
CAPEX (Street Price)—————$15,000—
OPEX (per hour)—$0.05/hr$0.04/hr$0.17/hr$0.11/hr$4.05/hr$0.08/hr
Price per TFLOPs (FP32-eq)—————$96—