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Showing 128 XPUs • 7 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

SpecificationCambricon MLU370Google TPU v5pAMD MI325XNVIDIA GB200NVIDIA T1000NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureMLU CoreTPU v5CDNA 3.5BlackwellTuringAmpereAmpere
Form Factor—MezzanineOAMSXMPCIePCIeSXM
VRAM48 GB95 GB256 GB192 GB8 GB24 GB80 GB
Memory Bandwidth——6,000 GB/s8,000 GB/s160 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)——207902.535.619.5
TFLOPs (FP16)——1,400———312
TFLOPs2564591,4002,5002.571312
TFLOPs (FP8)——2,800————
TDP300 W400 W800 W1000 W50 W350 W400 W
Launch DateNov 2022Aug 2023Oct 2024Mar 2024May 2019Sep 2020May 2020

Efficiency Metrics

MetricMLU370TPU v5pMI325XGB200T1000GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)0.430.570.881.250.050.100.39
Memory Bandwidth per GB——23.4 GB/s41.7 GB/s20.0 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 Cambricon MLU370

Google TPU v5p
Compute (FP32-eq)
0.56x
TPU v5p is 1.79x faster
VRAM
0.51x
TPU v5p has 1.98x more
AMD MI325X
Compute (FP32-eq)
0.18x
MI325X is 5.47x faster
VRAM
0.19x
MI325X has 5.33x more
NVIDIA GB200
Compute (FP32-eq)
0.10x
GB200 is 9.77x faster
VRAM
0.25x
GB200 has 4.00x more
NVIDIA T1000
Compute (FP32-eq)
51.20x
Need 51.20x T1000
VRAM
6.00x
Need 6.00x T1000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.61x
Need 3.61x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.82x
A100 SXM is 1.22x faster
VRAM
0.60x
A100 SXM has 1.67x more

To match 1x Google TPU v5p

Cambricon MLU370
Compute (FP32-eq)
1.79x
Need 1.79x MLU370
VRAM
1.98x
Need 1.98x MLU370
AMD MI325X
Compute (FP32-eq)
0.33x
MI325X is 3.05x faster
VRAM
0.37x
MI325X has 2.69x more
NVIDIA GB200
Compute (FP32-eq)
0.18x
GB200 is 5.45x faster
VRAM
0.49x
GB200 has 2.02x more
NVIDIA T1000
Compute (FP32-eq)
91.80x
Need 91.80x T1000
VRAM
11.88x
Need 11.88x T1000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
6.46x
Need 6.46x GeForce RTX 3090
VRAM
3.96x
Need 3.96x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
1.47x
Need 1.47x A100 SXM
VRAM
1.19x
Need 1.19x A100 SXM

To match 1x AMD MI325X

Cambricon MLU370
Compute (FP32-eq)
5.47x
Need 5.47x MLU370
VRAM
5.33x
Need 5.33x MLU370
Google TPU v5p
Compute (FP32-eq)
3.05x
Need 3.05x TPU v5p
VRAM
2.69x
Need 2.69x TPU v5p
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 T1000
Compute (FP32-eq)
280.00x
Need 280.00x T1000
FP32 Compute
82.80x
Need 82.80x T1000
VRAM
32.00x
Need 32.00x T1000
Memory Bandwidth
37.50x
Need 37.50x T1000
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 GB200

Cambricon MLU370
Compute (FP32-eq)
9.77x
Need 9.77x MLU370
VRAM
4.00x
Need 4.00x MLU370
Google TPU v5p
Compute (FP32-eq)
5.45x
Need 5.45x TPU v5p
VRAM
2.02x
Need 2.02x TPU v5p
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 T1000
Compute (FP32-eq)
500.00x
Need 500.00x T1000
FP32 Compute
36.00x
Need 36.00x T1000
VRAM
24.00x
Need 24.00x T1000
Memory Bandwidth
50.00x
Need 50.00x T1000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
35.21x
Need 35.21x GeForce RTX 3090
FP32 Compute
2.53x
Need 2.53x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
8.55x
Need 8.55x GeForce RTX 3090
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

To match 1x NVIDIA T1000

Cambricon MLU370
Compute (FP32-eq)
0.02x
MLU370 is 51.20x faster
VRAM
0.17x
MLU370 has 6.00x more
Google TPU v5p
Compute (FP32-eq)
0.01x
TPU v5p is 91.80x faster
VRAM
0.08x
TPU v5p has 11.88x more
AMD MI325X
Compute (FP32-eq)
0.00x
MI325X is 280.00x faster
FP32 Compute
0.01x
MI325X is 82.80x faster
VRAM
0.03x
MI325X has 32.00x more
Memory Bandwidth
0.03x
MI325X has 37.50x more
NVIDIA GB200
Compute (FP32-eq)
0.00x
GB200 is 500.00x faster
FP32 Compute
0.03x
GB200 is 36.00x faster
VRAM
0.04x
GB200 has 24.00x more
Memory Bandwidth
0.02x
GB200 has 50.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.07x
GeForce RTX 3090 is 14.20x faster
FP32 Compute
0.07x
GeForce RTX 3090 is 14.24x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.17x
GeForce RTX 3090 has 5.85x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.02x
A100 SXM is 62.40x faster
FP32 Compute
0.13x
A100 SXM is 7.80x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.08x
A100 SXM has 12.74x more

To match 1x NVIDIA GeForce RTX 3090

Cambricon MLU370
Compute (FP32-eq)
0.28x
MLU370 is 3.61x faster
VRAM
0.50x
MLU370 has 2.00x more
Google TPU v5p
Compute (FP32-eq)
0.15x
TPU v5p is 6.46x faster
VRAM
0.25x
TPU v5p has 3.96x more
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 GB200
Compute (FP32-eq)
0.03x
GB200 is 35.21x faster
FP32 Compute
0.40x
GB200 is 2.53x faster
VRAM
0.13x
GB200 has 8.00x more
Memory Bandwidth
0.12x
GB200 has 8.55x more
NVIDIA T1000
Compute (FP32-eq)
14.20x
Need 14.20x T1000
FP32 Compute
14.24x
Need 14.24x T1000
VRAM
3.00x
Need 3.00x T1000
Memory Bandwidth
5.85x
Need 5.85x T1000
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

Cambricon MLU370
Compute (FP32-eq)
1.22x
Need 1.22x MLU370
VRAM
1.67x
Need 1.67x MLU370
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 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 T1000
Compute (FP32-eq)
62.40x
Need 62.40x T1000
FP32 Compute
7.80x
Need 7.80x T1000
VRAM
10.00x
Need 10.00x T1000
Memory Bandwidth
12.74x
Need 12.74x T1000
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 TypeMLU370TPU v5pMI325XGB200T1000GeForce RTX 3090A100 SXM
CAPEX (Street Price)——$45,000———$15,000
OPEX (per hour)—$5.00/hr$36.92/hr$42.00/hr$0.17/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)——$64———$96