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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

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 MI325XNVIDIA GeForce RTX 4090NVIDIA GeForce GTX 1070 TiNVIDIA RTX 5000NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureCDNA 3.5Ada LovelacePascalTuringAmpereAmpere
Form FactorOAMPCIePCIePCIePCIeSXM
VRAM256 GB24 GB8 GB16 GB24 GB80 GB
Memory Bandwidth6,000 GB/s1,008 GB/s256 GB/s448 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)20782.68.18611.235.619.5
TFLOPs (FP16)1,400————312
TFLOPs1,400165.28.18689.271312
TFLOPs (FP8)2,800—————
TDP800 W450 W180 W265 W350 W400 W
Launch DateOct 2024Oct 2022Nov 2017Aug 2018Sep 2020May 2020

Efficiency Metrics

MetricMI325XGeForce RTX 4090GeForce GTX 1070 TiRTX 5000GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)0.880.180.050.170.100.39
Memory Bandwidth per GB23.4 GB/s42.0 GB/s32.0 GB/s28.0 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 MI325X

NVIDIA GeForce RTX 4090
Compute (FP32-eq)
8.47x
Need 8.47x GeForce RTX 4090
FP32 Compute
2.51x
Need 2.51x GeForce RTX 4090
VRAM
10.67x
Need 10.67x GeForce RTX 4090
Memory Bandwidth
5.95x
Need 5.95x GeForce RTX 4090
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
85.51x
Need 85.51x GeForce GTX 1070 Ti
FP32 Compute
25.29x
Need 25.29x GeForce GTX 1070 Ti
VRAM
32.00x
Need 32.00x GeForce GTX 1070 Ti
Memory Bandwidth
23.44x
Need 23.44x GeForce GTX 1070 Ti
NVIDIA RTX 5000
Compute (FP32-eq)
15.70x
Need 15.70x RTX 5000
FP32 Compute
18.48x
Need 18.48x RTX 5000
VRAM
16.00x
Need 16.00x RTX 5000
Memory Bandwidth
13.39x
Need 13.39x RTX 5000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
19.72x
Need 19.72x GeForce RTX 3090
FP32 Compute
5.81x
Need 5.81x GeForce RTX 3090
VRAM
10.67x
Need 10.67x GeForce RTX 3090
Memory Bandwidth
6.41x
Need 6.41x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
4.49x
Need 4.49x A100 SXM
FP32 Compute
10.62x
Need 10.62x A100 SXM
VRAM
3.20x
Need 3.20x A100 SXM
Memory Bandwidth
2.94x
Need 2.94x A100 SXM

To match 1x NVIDIA GeForce RTX 4090

AMD MI325X
Compute (FP32-eq)
0.12x
MI325X is 8.47x faster
FP32 Compute
0.40x
MI325X is 2.51x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.17x
MI325X has 5.95x more
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
10.09x
Need 10.09x GeForce GTX 1070 Ti
FP32 Compute
10.09x
Need 10.09x GeForce GTX 1070 Ti
VRAM
3.00x
Need 3.00x GeForce GTX 1070 Ti
Memory Bandwidth
3.94x
Need 3.94x GeForce GTX 1070 Ti
NVIDIA RTX 5000
Compute (FP32-eq)
1.85x
Need 1.85x RTX 5000
FP32 Compute
7.38x
Need 7.38x RTX 5000
VRAM
1.50x
Need 1.50x RTX 5000
Memory Bandwidth
2.25x
Need 2.25x RTX 5000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.33x
Need 2.33x GeForce RTX 3090
FP32 Compute
2.32x
Need 2.32x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
1.08x
Need 1.08x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.53x
A100 SXM is 1.89x faster
FP32 Compute
4.24x
Need 4.24x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.49x
A100 SXM has 2.02x more

To match 1x NVIDIA GeForce GTX 1070 Ti

AMD MI325X
Compute (FP32-eq)
0.01x
MI325X is 85.51x faster
FP32 Compute
0.04x
MI325X is 25.29x faster
VRAM
0.03x
MI325X has 32.00x more
Memory Bandwidth
0.04x
MI325X has 23.44x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.10x
GeForce RTX 4090 is 10.09x faster
FP32 Compute
0.10x
GeForce RTX 4090 is 10.09x faster
VRAM
0.33x
GeForce RTX 4090 has 3.00x more
Memory Bandwidth
0.25x
GeForce RTX 4090 has 3.94x more
NVIDIA RTX 5000
Compute (FP32-eq)
0.18x
RTX 5000 is 5.45x faster
FP32 Compute
0.73x
RTX 5000 is 1.37x faster
VRAM
0.50x
RTX 5000 has 2.00x more
Memory Bandwidth
0.57x
RTX 5000 has 1.75x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.23x
GeForce RTX 3090 is 4.34x faster
FP32 Compute
0.23x
GeForce RTX 3090 is 4.35x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.27x
GeForce RTX 3090 has 3.66x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.05x
A100 SXM is 19.06x faster
FP32 Compute
0.42x
A100 SXM is 2.38x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.13x
A100 SXM has 7.96x more

To match 1x NVIDIA RTX 5000

AMD MI325X
Compute (FP32-eq)
0.06x
MI325X is 15.70x faster
FP32 Compute
0.05x
MI325X is 18.48x faster
VRAM
0.06x
MI325X has 16.00x more
Memory Bandwidth
0.07x
MI325X has 13.39x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.54x
GeForce RTX 4090 is 1.85x faster
FP32 Compute
0.14x
GeForce RTX 4090 is 7.38x faster
VRAM
0.67x
GeForce RTX 4090 has 1.50x more
Memory Bandwidth
0.44x
GeForce RTX 4090 has 2.25x more
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
5.45x
Need 5.45x GeForce GTX 1070 Ti
FP32 Compute
1.37x
Need 1.37x GeForce GTX 1070 Ti
VRAM
2.00x
Need 2.00x GeForce GTX 1070 Ti
Memory Bandwidth
1.75x
Need 1.75x GeForce GTX 1070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.26x
Need 1.26x GeForce RTX 3090
FP32 Compute
0.31x
GeForce RTX 3090 is 3.18x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.29x
A100 SXM is 3.50x faster
FP32 Compute
0.57x
A100 SXM is 1.74x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more

To match 1x NVIDIA GeForce RTX 3090

AMD MI325X
Compute (FP32-eq)
0.05x
MI325X is 19.72x faster
FP32 Compute
0.17x
MI325X is 5.81x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.16x
MI325X has 6.41x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.43x
GeForce RTX 4090 is 2.33x faster
FP32 Compute
0.43x
GeForce RTX 4090 is 2.32x faster
VRAM
1.00x
GeForce RTX 4090 has 1.00x more
Memory Bandwidth
0.93x
GeForce RTX 4090 has 1.08x more
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
4.34x
Need 4.34x GeForce GTX 1070 Ti
FP32 Compute
4.35x
Need 4.35x GeForce GTX 1070 Ti
VRAM
3.00x
Need 3.00x GeForce GTX 1070 Ti
Memory Bandwidth
3.66x
Need 3.66x GeForce GTX 1070 Ti
NVIDIA RTX 5000
Compute (FP32-eq)
0.80x
RTX 5000 is 1.26x faster
FP32 Compute
3.18x
Need 3.18x RTX 5000
VRAM
1.50x
Need 1.50x RTX 5000
Memory Bandwidth
2.09x
Need 2.09x RTX 5000
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 MI325X
Compute (FP32-eq)
0.22x
MI325X is 4.49x faster
FP32 Compute
0.09x
MI325X is 10.62x faster
VRAM
0.31x
MI325X has 3.20x more
Memory Bandwidth
0.34x
MI325X has 2.94x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
1.89x
Need 1.89x GeForce RTX 4090
FP32 Compute
0.24x
GeForce RTX 4090 is 4.24x faster
VRAM
3.33x
Need 3.33x GeForce RTX 4090
Memory Bandwidth
2.02x
Need 2.02x GeForce RTX 4090
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
19.06x
Need 19.06x GeForce GTX 1070 Ti
FP32 Compute
2.38x
Need 2.38x GeForce GTX 1070 Ti
VRAM
10.00x
Need 10.00x GeForce GTX 1070 Ti
Memory Bandwidth
7.96x
Need 7.96x GeForce GTX 1070 Ti
NVIDIA RTX 5000
Compute (FP32-eq)
3.50x
Need 3.50x RTX 5000
FP32 Compute
1.74x
Need 1.74x RTX 5000
VRAM
5.00x
Need 5.00x RTX 5000
Memory Bandwidth
4.55x
Need 4.55x RTX 5000
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 TypeMI325XGeForce RTX 4090GeForce GTX 1070 TiRTX 5000GeForce RTX 3090A100 SXM
CAPEX (Street Price)$45,000————$15,000
OPEX (per hour)$36.92/hr$0.18/hr$0.05/hr$0.82/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)$64————$96