Compare XPUs

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Showing 128 XPUs • 5 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

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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 GB200NVIDIA GeForce RTX 2060NVIDIA A100 SXMNVIDIA T4
ArchitectureCDNA 3.5BlackwellTuringAmpereTuring
Form FactorOAMSXMPCIeSXMPCIe
VRAM256 GB192 GB6 GB80 GB16 GB
Memory Bandwidth6,000 GB/s8,000 GB/s336 GB/s2,039 GB/s320 GB/s
TFLOPs (FP32)207906.519.58.1
TFLOPs (FP16)1,400——312—
TFLOPs1,4002,5006.531265
TFLOPs (FP8)2,800————
TDP800 W1000 W160 W400 W70 W
Launch DateOct 2024Mar 2024Jan 2019May 2020Sep 2018

Efficiency Metrics

MetricMI325XGB200GeForce RTX 2060A100 SXMT4
TFLOPs per Watt (FP32-eq)0.881.250.040.390.46
Memory Bandwidth per GB23.4 GB/s41.7 GB/s56.0 GB/s25.5 GB/s20.0 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 GB200
Compute (FP32-eq)
0.56x
GB200 is 1.79x faster
FP32 Compute
2.30x
Need 2.30x GB200
VRAM
1.33x
Need 1.33x GB200
Memory Bandwidth
0.75x
GB200 has 1.33x more
NVIDIA GeForce RTX 2060
Compute (FP32-eq)
107.69x
Need 107.69x GeForce RTX 2060
FP32 Compute
31.85x
Need 31.85x GeForce RTX 2060
VRAM
42.67x
Need 42.67x GeForce RTX 2060
Memory Bandwidth
17.86x
Need 17.86x GeForce RTX 2060
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
NVIDIA T4
Compute (FP32-eq)
21.54x
Need 21.54x T4
FP32 Compute
25.56x
Need 25.56x T4
VRAM
16.00x
Need 16.00x T4
Memory Bandwidth
18.75x
Need 18.75x T4

To match 1x NVIDIA GB200

AMD MI325X
Compute (FP32-eq)
1.79x
Need 1.79x MI325X
FP32 Compute
0.43x
MI325X is 2.30x faster
VRAM
0.75x
MI325X has 1.33x more
Memory Bandwidth
1.33x
Need 1.33x MI325X
NVIDIA GeForce RTX 2060
Compute (FP32-eq)
192.31x
Need 192.31x GeForce RTX 2060
FP32 Compute
13.85x
Need 13.85x GeForce RTX 2060
VRAM
32.00x
Need 32.00x GeForce RTX 2060
Memory Bandwidth
23.81x
Need 23.81x GeForce RTX 2060
NVIDIA A100 SXM
Compute (FP32-eq)
8.01x
Need 8.01x A100 SXM
FP32 Compute
4.62x
Need 4.62x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
3.92x
Need 3.92x A100 SXM
NVIDIA T4
Compute (FP32-eq)
38.46x
Need 38.46x T4
FP32 Compute
11.11x
Need 11.11x T4
VRAM
12.00x
Need 12.00x T4
Memory Bandwidth
25.00x
Need 25.00x T4

To match 1x NVIDIA GeForce RTX 2060

AMD MI325X
Compute (FP32-eq)
0.01x
MI325X is 107.69x faster
FP32 Compute
0.03x
MI325X is 31.85x faster
VRAM
0.02x
MI325X has 42.67x more
Memory Bandwidth
0.06x
MI325X has 17.86x more
NVIDIA GB200
Compute (FP32-eq)
0.01x
GB200 is 192.31x faster
FP32 Compute
0.07x
GB200 is 13.85x faster
VRAM
0.03x
GB200 has 32.00x more
Memory Bandwidth
0.04x
GB200 has 23.81x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.04x
A100 SXM is 24.00x faster
FP32 Compute
0.33x
A100 SXM is 3.00x faster
VRAM
0.07x
A100 SXM has 13.33x more
Memory Bandwidth
0.16x
A100 SXM has 6.07x more
NVIDIA T4
Compute (FP32-eq)
0.20x
T4 is 5.00x faster
FP32 Compute
0.80x
T4 is 1.25x faster
VRAM
0.38x
T4 has 2.67x more
Memory Bandwidth
1.05x
Need 1.05x T4

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 GB200
Compute (FP32-eq)
0.12x
GB200 is 8.01x faster
FP32 Compute
0.22x
GB200 is 4.62x faster
VRAM
0.42x
GB200 has 2.40x more
Memory Bandwidth
0.25x
GB200 has 3.92x more
NVIDIA GeForce RTX 2060
Compute (FP32-eq)
24.00x
Need 24.00x GeForce RTX 2060
FP32 Compute
3.00x
Need 3.00x GeForce RTX 2060
VRAM
13.33x
Need 13.33x GeForce RTX 2060
Memory Bandwidth
6.07x
Need 6.07x GeForce RTX 2060
NVIDIA T4
Compute (FP32-eq)
4.80x
Need 4.80x T4
FP32 Compute
2.41x
Need 2.41x T4
VRAM
5.00x
Need 5.00x T4
Memory Bandwidth
6.37x
Need 6.37x T4

To match 1x NVIDIA T4

AMD MI325X
Compute (FP32-eq)
0.05x
MI325X is 21.54x faster
FP32 Compute
0.04x
MI325X is 25.56x faster
VRAM
0.06x
MI325X has 16.00x more
Memory Bandwidth
0.05x
MI325X has 18.75x more
NVIDIA GB200
Compute (FP32-eq)
0.03x
GB200 is 38.46x faster
FP32 Compute
0.09x
GB200 is 11.11x faster
VRAM
0.08x
GB200 has 12.00x more
Memory Bandwidth
0.04x
GB200 has 25.00x more
NVIDIA GeForce RTX 2060
Compute (FP32-eq)
5.00x
Need 5.00x GeForce RTX 2060
FP32 Compute
1.25x
Need 1.25x GeForce RTX 2060
VRAM
2.67x
Need 2.67x GeForce RTX 2060
Memory Bandwidth
0.95x
GeForce RTX 2060 has 1.05x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.21x
A100 SXM is 4.80x faster
FP32 Compute
0.42x
A100 SXM is 2.41x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.16x
A100 SXM has 6.37x more

Pricing

Price TypeMI325XGB200GeForce RTX 2060A100 SXMT4
CAPEX (Street Price)$45,000——$15,000—
OPEX (per hour)$36.92/hr$42.00/hr$0.04/hr$4.05/hr$0.27/hr
Price per TFLOPs (FP32-eq)$64——$96—