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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

SpecificationIntel Data Center GPU Max 1100AMD MI325XGoogle TPU v4NVIDIA GeForce RTX 4070 TiNVIDIA GeForce RTX 3060NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitecturePonte VecchioCDNA 3.5TPU v4Ada LovelaceAmpereAmpereAmpere
Form FactorOAMOAMMezzaninePCIePCIePCIeSXM
VRAM48 GB256 GB32 GB12 GB12 GB24 GB80 GB
Memory Bandwidth1,229 GB/s6,000 GB/s—504 GB/s360 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)22207—40.11335.619.5
TFLOPs (FP16)1771,400————312
TFLOPs1771,40027580.1625.471312
TFLOPs (FP8)—2,800—————
TDP300 W800 W300 W285 W170 W350 W400 W
Launch DateJan 2023Oct 2024May 2021Jan 2023Feb 2021Sep 2020May 2020

Efficiency Metrics

MetricData Center GPU Max 1100MI325XTPU v4GeForce RTX 4070 TiGeForce RTX 3060GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)0.290.880.460.140.070.100.39
Memory Bandwidth per GB25.6 GB/s23.4 GB/s—42.0 GB/s30.0 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 Intel Data Center GPU Max 1100

AMD MI325X
Compute (FP32-eq)
0.13x
MI325X is 7.91x faster
FP32 Compute
0.11x
MI325X is 9.41x faster
VRAM
0.19x
MI325X has 5.33x more
Memory Bandwidth
0.20x
MI325X has 4.88x more
Google TPU v4
Compute (FP32-eq)
0.64x
TPU v4 is 1.55x faster
VRAM
1.50x
Need 1.50x TPU v4
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
2.21x
Need 2.21x GeForce RTX 4070 Ti
FP32 Compute
0.55x
GeForce RTX 4070 Ti is 1.82x faster
VRAM
4.00x
Need 4.00x GeForce RTX 4070 Ti
Memory Bandwidth
2.44x
Need 2.44x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
6.97x
Need 6.97x GeForce RTX 3060
FP32 Compute
1.69x
Need 1.69x GeForce RTX 3060
VRAM
4.00x
Need 4.00x GeForce RTX 3060
Memory Bandwidth
3.41x
Need 3.41x GeForce RTX 3060
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.49x
Need 2.49x GeForce RTX 3090
FP32 Compute
0.62x
GeForce RTX 3090 is 1.62x faster
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.31x
Need 1.31x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.57x
A100 SXM is 1.76x faster
FP32 Compute
1.13x
Need 1.13x A100 SXM
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.60x
A100 SXM has 1.66x more

To match 1x AMD MI325X

Intel Data Center GPU Max 1100
Compute (FP32-eq)
7.91x
Need 7.91x Data Center GPU Max 1100
FP32 Compute
9.41x
Need 9.41x Data Center GPU Max 1100
VRAM
5.33x
Need 5.33x Data Center GPU Max 1100
Memory Bandwidth
4.88x
Need 4.88x Data Center GPU Max 1100
Google TPU v4
Compute (FP32-eq)
5.09x
Need 5.09x TPU v4
VRAM
8.00x
Need 8.00x TPU v4
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
17.47x
Need 17.47x GeForce RTX 4070 Ti
FP32 Compute
5.16x
Need 5.16x GeForce RTX 4070 Ti
VRAM
21.33x
Need 21.33x GeForce RTX 4070 Ti
Memory Bandwidth
11.90x
Need 11.90x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
55.12x
Need 55.12x GeForce RTX 3060
FP32 Compute
15.92x
Need 15.92x GeForce RTX 3060
VRAM
21.33x
Need 21.33x GeForce RTX 3060
Memory Bandwidth
16.67x
Need 16.67x GeForce RTX 3060
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 Google TPU v4

Intel Data Center GPU Max 1100
Compute (FP32-eq)
1.55x
Need 1.55x Data Center GPU Max 1100
VRAM
0.67x
Data Center GPU Max 1100 has 1.50x more
AMD MI325X
Compute (FP32-eq)
0.20x
MI325X is 5.09x faster
VRAM
0.13x
MI325X has 8.00x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
3.43x
Need 3.43x GeForce RTX 4070 Ti
VRAM
2.67x
Need 2.67x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
10.83x
Need 10.83x GeForce RTX 3060
VRAM
2.67x
Need 2.67x GeForce RTX 3060
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.87x
Need 3.87x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.88x
A100 SXM is 1.13x faster
VRAM
0.40x
A100 SXM has 2.50x more

To match 1x NVIDIA GeForce RTX 4070 Ti

Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.45x
Data Center GPU Max 1100 is 2.21x faster
FP32 Compute
1.82x
Need 1.82x Data Center GPU Max 1100
VRAM
0.25x
Data Center GPU Max 1100 has 4.00x more
Memory Bandwidth
0.41x
Data Center GPU Max 1100 has 2.44x more
AMD MI325X
Compute (FP32-eq)
0.06x
MI325X is 17.47x faster
FP32 Compute
0.19x
MI325X is 5.16x faster
VRAM
0.05x
MI325X has 21.33x more
Memory Bandwidth
0.08x
MI325X has 11.90x more
Google TPU v4
Compute (FP32-eq)
0.29x
TPU v4 is 3.43x faster
VRAM
0.38x
TPU v4 has 2.67x more
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
3.16x
Need 3.16x GeForce RTX 3060
FP32 Compute
3.08x
Need 3.08x GeForce RTX 3060
VRAM
1.00x
GeForce RTX 3060 has 1.00x more
Memory Bandwidth
1.40x
Need 1.40x GeForce RTX 3060
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.13x
Need 1.13x GeForce RTX 3090
FP32 Compute
1.13x
Need 1.13x GeForce RTX 3090
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.54x
GeForce RTX 3090 has 1.86x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.26x
A100 SXM is 3.89x faster
FP32 Compute
2.06x
Need 2.06x A100 SXM
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.25x
A100 SXM has 4.05x more

To match 1x NVIDIA GeForce RTX 3060

Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.14x
Data Center GPU Max 1100 is 6.97x faster
FP32 Compute
0.59x
Data Center GPU Max 1100 is 1.69x faster
VRAM
0.25x
Data Center GPU Max 1100 has 4.00x more
Memory Bandwidth
0.29x
Data Center GPU Max 1100 has 3.41x more
AMD MI325X
Compute (FP32-eq)
0.02x
MI325X is 55.12x faster
FP32 Compute
0.06x
MI325X is 15.92x faster
VRAM
0.05x
MI325X has 21.33x more
Memory Bandwidth
0.06x
MI325X has 16.67x more
Google TPU v4
Compute (FP32-eq)
0.09x
TPU v4 is 10.83x faster
VRAM
0.38x
TPU v4 has 2.67x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.32x
GeForce RTX 4070 Ti is 3.16x faster
FP32 Compute
0.32x
GeForce RTX 4070 Ti is 3.08x faster
VRAM
1.00x
GeForce RTX 4070 Ti has 1.00x more
Memory Bandwidth
0.71x
GeForce RTX 4070 Ti has 1.40x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.36x
GeForce RTX 3090 is 2.80x faster
FP32 Compute
0.37x
GeForce RTX 3090 is 2.74x faster
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.38x
GeForce RTX 3090 has 2.60x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.08x
A100 SXM is 12.28x faster
FP32 Compute
0.67x
A100 SXM is 1.50x faster
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.18x
A100 SXM has 5.66x more

To match 1x NVIDIA GeForce RTX 3090

Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.40x
Data Center GPU Max 1100 is 2.49x faster
FP32 Compute
1.62x
Need 1.62x Data Center GPU Max 1100
VRAM
0.50x
Data Center GPU Max 1100 has 2.00x more
Memory Bandwidth
0.76x
Data Center GPU Max 1100 has 1.31x 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
Google TPU v4
Compute (FP32-eq)
0.26x
TPU v4 is 3.87x faster
VRAM
0.75x
TPU v4 has 1.33x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.89x
GeForce RTX 4070 Ti is 1.13x faster
FP32 Compute
0.89x
GeForce RTX 4070 Ti is 1.13x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4070 Ti
Memory Bandwidth
1.86x
Need 1.86x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
2.80x
Need 2.80x GeForce RTX 3060
FP32 Compute
2.74x
Need 2.74x GeForce RTX 3060
VRAM
2.00x
Need 2.00x GeForce RTX 3060
Memory Bandwidth
2.60x
Need 2.60x GeForce RTX 3060
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

Intel Data Center GPU Max 1100
Compute (FP32-eq)
1.76x
Need 1.76x Data Center GPU Max 1100
FP32 Compute
0.89x
Data Center GPU Max 1100 is 1.13x faster
VRAM
1.67x
Need 1.67x Data Center GPU Max 1100
Memory Bandwidth
1.66x
Need 1.66x Data Center GPU Max 1100
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
Google TPU v4
Compute (FP32-eq)
1.13x
Need 1.13x TPU v4
VRAM
2.50x
Need 2.50x TPU v4
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
3.89x
Need 3.89x GeForce RTX 4070 Ti
FP32 Compute
0.49x
GeForce RTX 4070 Ti is 2.06x faster
VRAM
6.67x
Need 6.67x GeForce RTX 4070 Ti
Memory Bandwidth
4.05x
Need 4.05x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
12.28x
Need 12.28x GeForce RTX 3060
FP32 Compute
1.50x
Need 1.50x GeForce RTX 3060
VRAM
6.67x
Need 6.67x GeForce RTX 3060
Memory Bandwidth
5.66x
Need 5.66x GeForce RTX 3060
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 TypeData Center GPU Max 1100MI325XTPU v4GeForce RTX 4070 TiGeForce RTX 3060GeForce RTX 3090A100 SXM
CAPEX (Street Price)$5,000$45,000————$15,000
OPEX (per hour)—$36.92/hr$3.00/hr$0.10/hr$0.05/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)$56$64————$96