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Showing 128 XPUs • 4 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

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 A30NVIDIA V100SNVIDIA GeForce GTX 1080
ArchitectureCDNA 3.5AmpereVoltaPascal
Form FactorOAMPCIePCIePCIe
VRAM256 GB24 GB32 GB8 GB
Memory Bandwidth6,000 GB/s933 GB/s1,134 GB/s320 GB/s
TFLOPs (FP32)20710.316.48.873
TFLOPs (FP16)1,400———
TFLOPs1,40016516.48.873
TFLOPs (FP8)2,800———
TDP800 W165 W250 W180 W
Launch DateOct 2024Apr 2021Nov 2019May 2016

Efficiency Metrics

MetricMI325XA30V100SGeForce GTX 1080
TFLOPs per Watt (FP32-eq)0.880.500.070.05
Memory Bandwidth per GB23.4 GB/s38.9 GB/s35.4 GB/s40.0 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 A30
Compute (FP32-eq)
8.48x
Need 8.48x A30
FP32 Compute
20.10x
Need 20.10x A30
VRAM
10.67x
Need 10.67x A30
Memory Bandwidth
6.43x
Need 6.43x A30
NVIDIA V100S
Compute (FP32-eq)
42.68x
Need 42.68x V100S
FP32 Compute
12.62x
Need 12.62x V100S
VRAM
8.00x
Need 8.00x V100S
Memory Bandwidth
5.29x
Need 5.29x V100S
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
78.89x
Need 78.89x GeForce GTX 1080
FP32 Compute
23.33x
Need 23.33x GeForce GTX 1080
VRAM
32.00x
Need 32.00x GeForce GTX 1080
Memory Bandwidth
18.75x
Need 18.75x GeForce GTX 1080

To match 1x NVIDIA A30

AMD MI325X
Compute (FP32-eq)
0.12x
MI325X is 8.48x faster
FP32 Compute
0.05x
MI325X is 20.10x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.16x
MI325X has 6.43x more
NVIDIA V100S
Compute (FP32-eq)
5.03x
Need 5.03x V100S
FP32 Compute
0.63x
V100S is 1.59x faster
VRAM
0.75x
V100S has 1.33x more
Memory Bandwidth
0.82x
V100S has 1.22x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
9.30x
Need 9.30x GeForce GTX 1080
FP32 Compute
1.16x
Need 1.16x GeForce GTX 1080
VRAM
3.00x
Need 3.00x GeForce GTX 1080
Memory Bandwidth
2.92x
Need 2.92x GeForce GTX 1080

To match 1x NVIDIA V100S

AMD MI325X
Compute (FP32-eq)
0.02x
MI325X is 42.68x faster
FP32 Compute
0.08x
MI325X is 12.62x faster
VRAM
0.13x
MI325X has 8.00x more
Memory Bandwidth
0.19x
MI325X has 5.29x more
NVIDIA A30
Compute (FP32-eq)
0.20x
A30 is 5.03x faster
FP32 Compute
1.59x
Need 1.59x A30
VRAM
1.33x
Need 1.33x A30
Memory Bandwidth
1.22x
Need 1.22x A30
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
1.85x
Need 1.85x GeForce GTX 1080
FP32 Compute
1.85x
Need 1.85x GeForce GTX 1080
VRAM
4.00x
Need 4.00x GeForce GTX 1080
Memory Bandwidth
3.54x
Need 3.54x GeForce GTX 1080

To match 1x NVIDIA GeForce GTX 1080

AMD MI325X
Compute (FP32-eq)
0.01x
MI325X is 78.89x faster
FP32 Compute
0.04x
MI325X is 23.33x faster
VRAM
0.03x
MI325X has 32.00x more
Memory Bandwidth
0.05x
MI325X has 18.75x more
NVIDIA A30
Compute (FP32-eq)
0.11x
A30 is 9.30x faster
FP32 Compute
0.86x
A30 is 1.16x faster
VRAM
0.33x
A30 has 3.00x more
Memory Bandwidth
0.34x
A30 has 2.92x more
NVIDIA V100S
Compute (FP32-eq)
0.54x
V100S is 1.85x faster
FP32 Compute
0.54x
V100S is 1.85x faster
VRAM
0.25x
V100S has 4.00x more
Memory Bandwidth
0.28x
V100S has 3.54x more

Pricing

Price TypeMI325XA30V100SGeForce GTX 1080
CAPEX (Street Price)$45,000———
OPEX (per hour)$36.92/hr$0.22/hr$0.88/hr$0.04/hr
Price per TFLOPs (FP32-eq)$64———