Compare XPUs

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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

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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

SpecificationGoogle TPU v5pAMD MI325XNVIDIA GeForce RTX 4060 TiNVIDIA A100 SXMNVIDIA Quadro M4000AMD MI355X
ArchitectureTPU v5CDNA 3.5Ada LovelaceAmpereMaxwellCDNA 4
Form FactorMezzanineOAMPCIeSXMPCIeOAM
VRAM95 GB256 GB8 GB80 GB8 GB288 GB
Memory Bandwidth—6,000 GB/s288 GB/s2,039 GB/s192 GB/s8,000 GB/s
TFLOPs (FP32)—20722.119.52.57320
TFLOPs (FP16)—1,400—312——
TFLOPs4591,400443122.575,300
TFLOPs (FP8)—2,800————
TDP400 W800 W160 W400 W120 W1000 W
Launch DateAug 2023Oct 2024May 2023May 2020Jun 2015Jun 2025

Efficiency Metrics

MetricTPU v5pMI325XGeForce RTX 4060 TiA100 SXMQuadro M4000MI355X
TFLOPs per Watt (FP32-eq)0.570.880.140.390.022.65
Memory Bandwidth per GB—23.4 GB/s36.0 GB/s25.5 GB/s24.0 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 Google TPU v5p

AMD MI325X
Compute (FP32-eq)
0.33x
MI325X is 3.05x faster
VRAM
0.37x
MI325X has 2.69x more
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
10.43x
Need 10.43x GeForce RTX 4060 Ti
VRAM
11.88x
Need 11.88x GeForce RTX 4060 Ti
NVIDIA A100 SXM
Compute (FP32-eq)
1.47x
Need 1.47x A100 SXM
VRAM
1.19x
Need 1.19x A100 SXM
NVIDIA Quadro M4000
Compute (FP32-eq)
89.30x
Need 89.30x Quadro M4000
VRAM
11.88x
Need 11.88x Quadro M4000
AMD MI355X
Compute (FP32-eq)
0.09x
MI355X is 11.55x faster
VRAM
0.33x
MI355X has 3.03x more

To match 1x AMD MI325X

Google TPU v5p
Compute (FP32-eq)
3.05x
Need 3.05x TPU v5p
VRAM
2.69x
Need 2.69x TPU v5p
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
31.82x
Need 31.82x GeForce RTX 4060 Ti
FP32 Compute
9.37x
Need 9.37x GeForce RTX 4060 Ti
VRAM
32.00x
Need 32.00x GeForce RTX 4060 Ti
Memory Bandwidth
20.83x
Need 20.83x GeForce RTX 4060 Ti
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 Quadro M4000
Compute (FP32-eq)
272.37x
Need 272.37x Quadro M4000
FP32 Compute
80.54x
Need 80.54x Quadro M4000
VRAM
32.00x
Need 32.00x Quadro M4000
Memory Bandwidth
31.25x
Need 31.25x Quadro M4000
AMD MI355X
Compute (FP32-eq)
0.26x
MI355X is 3.79x faster
FP32 Compute
0.65x
MI355X is 1.55x faster
VRAM
0.89x
MI355X has 1.13x more
Memory Bandwidth
0.75x
MI355X has 1.33x more

To match 1x NVIDIA GeForce RTX 4060 Ti

Google TPU v5p
Compute (FP32-eq)
0.10x
TPU v5p is 10.43x faster
VRAM
0.08x
TPU v5p has 11.88x more
AMD MI325X
Compute (FP32-eq)
0.03x
MI325X is 31.82x faster
FP32 Compute
0.11x
MI325X is 9.37x faster
VRAM
0.03x
MI325X has 32.00x more
Memory Bandwidth
0.05x
MI325X has 20.83x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.14x
A100 SXM is 7.09x faster
FP32 Compute
1.13x
Need 1.13x A100 SXM
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.14x
A100 SXM has 7.08x more
NVIDIA Quadro M4000
Compute (FP32-eq)
8.56x
Need 8.56x Quadro M4000
FP32 Compute
8.60x
Need 8.60x Quadro M4000
VRAM
1.00x
Quadro M4000 has 1.00x more
Memory Bandwidth
1.50x
Need 1.50x Quadro M4000
AMD MI355X
Compute (FP32-eq)
0.01x
MI355X is 120.45x faster
FP32 Compute
0.07x
MI355X is 14.48x faster
VRAM
0.03x
MI355X has 36.00x more
Memory Bandwidth
0.04x
MI355X has 27.78x more

To match 1x NVIDIA A100 SXM

Google TPU v5p
Compute (FP32-eq)
0.68x
TPU v5p is 1.47x faster
VRAM
0.84x
TPU v5p has 1.19x more
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 4060 Ti
Compute (FP32-eq)
7.09x
Need 7.09x GeForce RTX 4060 Ti
FP32 Compute
0.88x
GeForce RTX 4060 Ti is 1.13x faster
VRAM
10.00x
Need 10.00x GeForce RTX 4060 Ti
Memory Bandwidth
7.08x
Need 7.08x GeForce RTX 4060 Ti
NVIDIA Quadro M4000
Compute (FP32-eq)
60.70x
Need 60.70x Quadro M4000
FP32 Compute
7.59x
Need 7.59x Quadro M4000
VRAM
10.00x
Need 10.00x Quadro M4000
Memory Bandwidth
10.62x
Need 10.62x Quadro M4000
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 Quadro M4000

Google TPU v5p
Compute (FP32-eq)
0.01x
TPU v5p is 89.30x faster
VRAM
0.08x
TPU v5p has 11.88x more
AMD MI325X
Compute (FP32-eq)
0.00x
MI325X is 272.37x faster
FP32 Compute
0.01x
MI325X is 80.54x faster
VRAM
0.03x
MI325X has 32.00x more
Memory Bandwidth
0.03x
MI325X has 31.25x more
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
0.12x
GeForce RTX 4060 Ti is 8.56x faster
FP32 Compute
0.12x
GeForce RTX 4060 Ti is 8.60x faster
VRAM
1.00x
GeForce RTX 4060 Ti has 1.00x more
Memory Bandwidth
0.67x
GeForce RTX 4060 Ti has 1.50x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.02x
A100 SXM is 60.70x faster
FP32 Compute
0.13x
A100 SXM is 7.59x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.09x
A100 SXM has 10.62x more
AMD MI355X
Compute (FP32-eq)
0.00x
MI355X is 1031.13x faster
FP32 Compute
0.01x
MI355X is 124.51x faster
VRAM
0.03x
MI355X has 36.00x more
Memory Bandwidth
0.02x
MI355X has 41.67x more

To match 1x AMD MI355X

Google TPU v5p
Compute (FP32-eq)
11.55x
Need 11.55x TPU v5p
VRAM
3.03x
Need 3.03x TPU v5p
AMD MI325X
Compute (FP32-eq)
3.79x
Need 3.79x MI325X
FP32 Compute
1.55x
Need 1.55x MI325X
VRAM
1.13x
Need 1.13x MI325X
Memory Bandwidth
1.33x
Need 1.33x MI325X
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
120.45x
Need 120.45x GeForce RTX 4060 Ti
FP32 Compute
14.48x
Need 14.48x GeForce RTX 4060 Ti
VRAM
36.00x
Need 36.00x GeForce RTX 4060 Ti
Memory Bandwidth
27.78x
Need 27.78x GeForce RTX 4060 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 Quadro M4000
Compute (FP32-eq)
1031.13x
Need 1031.13x Quadro M4000
FP32 Compute
124.51x
Need 124.51x Quadro M4000
VRAM
36.00x
Need 36.00x Quadro M4000
Memory Bandwidth
41.67x
Need 41.67x Quadro M4000

Pricing

Price TypeTPU v5pMI325XGeForce RTX 4060 TiA100 SXMQuadro M4000MI355X
CAPEX (Street Price)—$45,000—$15,000——
OPEX (per hour)$5.00/hr$36.92/hr$0.10/hr$4.05/hr$0.45/hr$20.72/hr
Price per TFLOPs (FP32-eq)—$64—$96——