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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 MI300XGoogle TPU v4NVIDIA GeForce RTX 5060 TiNVIDIA A100 SXMNVIDIA GeForce GTX 1080AMD MI355X
ArchitectureCDNA 3TPU v4BlackwellAmperePascalCDNA 4
Form FactorOAMMezzaninePCIeSXMPCIeOAM
VRAM192 GB32 GB16 GB80 GB8 GB288 GB
Memory Bandwidth5,300 GB/s—544 GB/s2,039 GB/s320 GB/s8,000 GB/s
TFLOPs (FP32)163.4—2519.58.873320
TFLOPs (FP16)1,307——312——
TFLOPs1,307275883128.8735,300
TFLOPs (FP8)2,614—————
TDP750 W300 W220 W400 W180 W1000 W
Launch DateDec 2023May 2021Mar 2025May 2020May 2016Jun 2025

Efficiency Metrics

MetricMI300XTPU v4GeForce RTX 5060 TiA100 SXMGeForce GTX 1080MI355X
TFLOPs per Watt (FP32-eq)0.870.460.200.390.052.65
Memory Bandwidth per GB27.6 GB/s—34.0 GB/s25.5 GB/s40.0 GB/s27.8 GB/s

Performance Equivalence

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

To match 1x AMD MI300X

Google TPU v4
Compute (FP32-eq)
4.75x
Need 4.75x TPU v4
VRAM
6.00x
Need 6.00x TPU v4
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
14.85x
Need 14.85x GeForce RTX 5060 Ti
FP32 Compute
6.54x
Need 6.54x GeForce RTX 5060 Ti
VRAM
12.00x
Need 12.00x GeForce RTX 5060 Ti
Memory Bandwidth
9.74x
Need 9.74x GeForce RTX 5060 Ti
NVIDIA A100 SXM
Compute (FP32-eq)
4.19x
Need 4.19x A100 SXM
FP32 Compute
8.38x
Need 8.38x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
2.60x
Need 2.60x A100 SXM
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
73.65x
Need 73.65x GeForce GTX 1080
FP32 Compute
18.42x
Need 18.42x GeForce GTX 1080
VRAM
24.00x
Need 24.00x GeForce GTX 1080
Memory Bandwidth
16.56x
Need 16.56x GeForce GTX 1080
AMD MI355X
Compute (FP32-eq)
0.25x
MI355X is 4.06x faster
FP32 Compute
0.51x
MI355X is 1.96x faster
VRAM
0.67x
MI355X has 1.50x more
Memory Bandwidth
0.66x
MI355X has 1.51x more

To match 1x Google TPU v4

AMD MI300X
Compute (FP32-eq)
0.21x
MI300X is 4.75x faster
VRAM
0.17x
MI300X has 6.00x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
3.13x
Need 3.13x GeForce RTX 5060 Ti
VRAM
2.00x
Need 2.00x GeForce RTX 5060 Ti
NVIDIA A100 SXM
Compute (FP32-eq)
0.88x
A100 SXM is 1.13x faster
VRAM
0.40x
A100 SXM has 2.50x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
15.50x
Need 15.50x GeForce GTX 1080
VRAM
4.00x
Need 4.00x GeForce GTX 1080
AMD MI355X
Compute (FP32-eq)
0.05x
MI355X is 19.27x faster
VRAM
0.11x
MI355X has 9.00x more

To match 1x NVIDIA GeForce RTX 5060 Ti

AMD MI300X
Compute (FP32-eq)
0.07x
MI300X is 14.85x faster
FP32 Compute
0.15x
MI300X is 6.54x faster
VRAM
0.08x
MI300X has 12.00x more
Memory Bandwidth
0.10x
MI300X has 9.74x more
Google TPU v4
Compute (FP32-eq)
0.32x
TPU v4 is 3.13x faster
VRAM
0.50x
TPU v4 has 2.00x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.28x
A100 SXM is 3.55x faster
FP32 Compute
1.28x
Need 1.28x A100 SXM
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.27x
A100 SXM has 3.75x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
4.96x
Need 4.96x GeForce GTX 1080
FP32 Compute
2.82x
Need 2.82x GeForce GTX 1080
VRAM
2.00x
Need 2.00x GeForce GTX 1080
Memory Bandwidth
1.70x
Need 1.70x GeForce GTX 1080
AMD MI355X
Compute (FP32-eq)
0.02x
MI355X is 60.23x faster
FP32 Compute
0.08x
MI355X is 12.80x faster
VRAM
0.06x
MI355X has 18.00x more
Memory Bandwidth
0.07x
MI355X has 14.71x more

To match 1x NVIDIA A100 SXM

AMD MI300X
Compute (FP32-eq)
0.24x
MI300X is 4.19x faster
FP32 Compute
0.12x
MI300X is 8.38x faster
VRAM
0.42x
MI300X has 2.40x more
Memory Bandwidth
0.38x
MI300X has 2.60x more
Google TPU v4
Compute (FP32-eq)
1.13x
Need 1.13x TPU v4
VRAM
2.50x
Need 2.50x TPU v4
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
3.55x
Need 3.55x GeForce RTX 5060 Ti
FP32 Compute
0.78x
GeForce RTX 5060 Ti is 1.28x faster
VRAM
5.00x
Need 5.00x GeForce RTX 5060 Ti
Memory Bandwidth
3.75x
Need 3.75x GeForce RTX 5060 Ti
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
17.58x
Need 17.58x GeForce GTX 1080
FP32 Compute
2.20x
Need 2.20x GeForce GTX 1080
VRAM
10.00x
Need 10.00x GeForce GTX 1080
Memory Bandwidth
6.37x
Need 6.37x GeForce GTX 1080
AMD MI355X
Compute (FP32-eq)
0.06x
MI355X is 16.99x faster
FP32 Compute
0.06x
MI355X is 16.41x faster
VRAM
0.28x
MI355X has 3.60x more
Memory Bandwidth
0.25x
MI355X has 3.92x more

To match 1x NVIDIA GeForce GTX 1080

AMD MI300X
Compute (FP32-eq)
0.01x
MI300X is 73.65x faster
FP32 Compute
0.05x
MI300X is 18.42x faster
VRAM
0.04x
MI300X has 24.00x more
Memory Bandwidth
0.06x
MI300X has 16.56x more
Google TPU v4
Compute (FP32-eq)
0.06x
TPU v4 is 15.50x faster
VRAM
0.25x
TPU v4 has 4.00x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.20x
GeForce RTX 5060 Ti is 4.96x faster
FP32 Compute
0.35x
GeForce RTX 5060 Ti is 2.82x faster
VRAM
0.50x
GeForce RTX 5060 Ti has 2.00x more
Memory Bandwidth
0.59x
GeForce RTX 5060 Ti has 1.70x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 17.58x faster
FP32 Compute
0.46x
A100 SXM is 2.20x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.16x
A100 SXM has 6.37x more
AMD MI355X
Compute (FP32-eq)
0.00x
MI355X is 298.66x faster
FP32 Compute
0.03x
MI355X is 36.06x faster
VRAM
0.03x
MI355X has 36.00x more
Memory Bandwidth
0.04x
MI355X has 25.00x more

To match 1x AMD MI355X

AMD MI300X
Compute (FP32-eq)
4.06x
Need 4.06x MI300X
FP32 Compute
1.96x
Need 1.96x MI300X
VRAM
1.50x
Need 1.50x MI300X
Memory Bandwidth
1.51x
Need 1.51x MI300X
Google TPU v4
Compute (FP32-eq)
19.27x
Need 19.27x TPU v4
VRAM
9.00x
Need 9.00x TPU v4
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
60.23x
Need 60.23x GeForce RTX 5060 Ti
FP32 Compute
12.80x
Need 12.80x GeForce RTX 5060 Ti
VRAM
18.00x
Need 18.00x GeForce RTX 5060 Ti
Memory Bandwidth
14.71x
Need 14.71x GeForce RTX 5060 Ti
NVIDIA A100 SXM
Compute (FP32-eq)
16.99x
Need 16.99x A100 SXM
FP32 Compute
16.41x
Need 16.41x A100 SXM
VRAM
3.60x
Need 3.60x A100 SXM
Memory Bandwidth
3.92x
Need 3.92x A100 SXM
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
298.66x
Need 298.66x GeForce GTX 1080
FP32 Compute
36.06x
Need 36.06x GeForce GTX 1080
VRAM
36.00x
Need 36.00x GeForce GTX 1080
Memory Bandwidth
25.00x
Need 25.00x GeForce GTX 1080

Pricing

Price TypeMI300XTPU v4GeForce RTX 5060 TiA100 SXMGeForce GTX 1080MI355X
CAPEX (Street Price)$35,000——$15,000——
OPEX (per hour)$10.40/hr$3.00/hr$0.09/hr$4.05/hr$0.04/hr$20.72/hr
Price per TFLOPs (FP32-eq)$54——$96——