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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

SpecificationMicrosoft Maia 100AMD MI300XNVIDIA P4NVIDIA GeForce GTX 1070NVIDIA GeForce GTX 1650NVIDIA GeForce RTX 3090
ArchitectureMaiaCDNA 3PascalPascalTuringAmpere
Form Factor—OAMPCIePCIePCIePCIe
VRAM64 GB192 GB8 GB8 GB4 GB24 GB
Memory Bandwidth—5,300 GB/s192 GB/s256 GB/s128 GB/s936 GB/s
TFLOPs (FP32)—163.45.56.4632.98435.6
TFLOPs (FP16)—1,307————
TFLOPs7001,3075.56.4632.98471
TFLOPs (FP8)—2,614————
TDP500 W750 W75 W150 W75 W350 W
Launch DateNov 2023Dec 2023Sep 2016Jun 2016Apr 2019Sep 2020

Efficiency Metrics

MetricMaia 100MI300XP4GeForce GTX 1070GeForce GTX 1650GeForce RTX 3090
TFLOPs per Watt (FP32-eq)0.700.870.070.040.040.10
Memory Bandwidth per GB—27.6 GB/s24.0 GB/s32.0 GB/s32.0 GB/s39.0 GB/s

Performance Equivalence

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

To match 1x Microsoft Maia 100

AMD MI300X
Compute (FP32-eq)
0.54x
MI300X is 1.87x faster
VRAM
0.33x
MI300X has 3.00x more
NVIDIA P4
Compute (FP32-eq)
63.64x
Need 63.64x P4
VRAM
8.00x
Need 8.00x P4
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
54.15x
Need 54.15x GeForce GTX 1070
VRAM
8.00x
Need 8.00x GeForce GTX 1070
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
117.29x
Need 117.29x GeForce GTX 1650
VRAM
16.00x
Need 16.00x GeForce GTX 1650
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
9.86x
Need 9.86x GeForce RTX 3090
VRAM
2.67x
Need 2.67x GeForce RTX 3090

To match 1x AMD MI300X

Microsoft Maia 100
Compute (FP32-eq)
1.87x
Need 1.87x Maia 100
VRAM
3.00x
Need 3.00x Maia 100
NVIDIA P4
Compute (FP32-eq)
118.82x
Need 118.82x P4
FP32 Compute
29.71x
Need 29.71x P4
VRAM
24.00x
Need 24.00x P4
Memory Bandwidth
27.60x
Need 27.60x P4
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
101.11x
Need 101.11x GeForce GTX 1070
FP32 Compute
25.28x
Need 25.28x GeForce GTX 1070
VRAM
24.00x
Need 24.00x GeForce GTX 1070
Memory Bandwidth
20.70x
Need 20.70x GeForce GTX 1070
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
219.00x
Need 219.00x GeForce GTX 1650
FP32 Compute
54.76x
Need 54.76x GeForce GTX 1650
VRAM
48.00x
Need 48.00x GeForce GTX 1650
Memory Bandwidth
41.41x
Need 41.41x GeForce GTX 1650
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
18.41x
Need 18.41x GeForce RTX 3090
FP32 Compute
4.59x
Need 4.59x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
5.66x
Need 5.66x GeForce RTX 3090

To match 1x NVIDIA P4

Microsoft Maia 100
Compute (FP32-eq)
0.02x
Maia 100 is 63.64x faster
VRAM
0.13x
Maia 100 has 8.00x more
AMD MI300X
Compute (FP32-eq)
0.01x
MI300X is 118.82x faster
FP32 Compute
0.03x
MI300X is 29.71x faster
VRAM
0.04x
MI300X has 24.00x more
Memory Bandwidth
0.04x
MI300X has 27.60x more
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
0.85x
GeForce GTX 1070 is 1.18x faster
FP32 Compute
0.85x
GeForce GTX 1070 is 1.18x faster
VRAM
1.00x
GeForce GTX 1070 has 1.00x more
Memory Bandwidth
0.75x
GeForce GTX 1070 has 1.33x more
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
1.84x
Need 1.84x GeForce GTX 1650
FP32 Compute
1.84x
Need 1.84x GeForce GTX 1650
VRAM
2.00x
Need 2.00x GeForce GTX 1650
Memory Bandwidth
1.50x
Need 1.50x GeForce GTX 1650
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.15x
GeForce RTX 3090 is 6.45x faster
FP32 Compute
0.15x
GeForce RTX 3090 is 6.47x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.21x
GeForce RTX 3090 has 4.88x more

To match 1x NVIDIA GeForce GTX 1070

Microsoft Maia 100
Compute (FP32-eq)
0.02x
Maia 100 is 54.15x faster
VRAM
0.13x
Maia 100 has 8.00x more
AMD MI300X
Compute (FP32-eq)
0.01x
MI300X is 101.11x faster
FP32 Compute
0.04x
MI300X is 25.28x faster
VRAM
0.04x
MI300X has 24.00x more
Memory Bandwidth
0.05x
MI300X has 20.70x more
NVIDIA P4
Compute (FP32-eq)
1.18x
Need 1.18x P4
FP32 Compute
1.18x
Need 1.18x P4
VRAM
1.00x
P4 has 1.00x more
Memory Bandwidth
1.33x
Need 1.33x P4
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
2.17x
Need 2.17x GeForce GTX 1650
FP32 Compute
2.17x
Need 2.17x GeForce GTX 1650
VRAM
2.00x
Need 2.00x GeForce GTX 1650
Memory Bandwidth
2.00x
Need 2.00x GeForce GTX 1650
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.18x
GeForce RTX 3090 is 5.49x faster
FP32 Compute
0.18x
GeForce RTX 3090 is 5.51x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.27x
GeForce RTX 3090 has 3.66x more

To match 1x NVIDIA GeForce GTX 1650

Microsoft Maia 100
Compute (FP32-eq)
0.01x
Maia 100 is 117.29x faster
VRAM
0.06x
Maia 100 has 16.00x more
AMD MI300X
Compute (FP32-eq)
0.00x
MI300X is 219.00x faster
FP32 Compute
0.02x
MI300X is 54.76x faster
VRAM
0.02x
MI300X has 48.00x more
Memory Bandwidth
0.02x
MI300X has 41.41x more
NVIDIA P4
Compute (FP32-eq)
0.54x
P4 is 1.84x faster
FP32 Compute
0.54x
P4 is 1.84x faster
VRAM
0.50x
P4 has 2.00x more
Memory Bandwidth
0.67x
P4 has 1.50x more
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
0.46x
GeForce GTX 1070 is 2.17x faster
FP32 Compute
0.46x
GeForce GTX 1070 is 2.17x faster
VRAM
0.50x
GeForce GTX 1070 has 2.00x more
Memory Bandwidth
0.50x
GeForce GTX 1070 has 2.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.08x
GeForce RTX 3090 is 11.90x faster
FP32 Compute
0.08x
GeForce RTX 3090 is 11.93x faster
VRAM
0.17x
GeForce RTX 3090 has 6.00x more
Memory Bandwidth
0.14x
GeForce RTX 3090 has 7.31x more

To match 1x NVIDIA GeForce RTX 3090

Microsoft Maia 100
Compute (FP32-eq)
0.10x
Maia 100 is 9.86x faster
VRAM
0.38x
Maia 100 has 2.67x more
AMD MI300X
Compute (FP32-eq)
0.05x
MI300X is 18.41x faster
FP32 Compute
0.22x
MI300X is 4.59x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.18x
MI300X has 5.66x more
NVIDIA P4
Compute (FP32-eq)
6.45x
Need 6.45x P4
FP32 Compute
6.47x
Need 6.47x P4
VRAM
3.00x
Need 3.00x P4
Memory Bandwidth
4.88x
Need 4.88x P4
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
5.49x
Need 5.49x GeForce GTX 1070
FP32 Compute
5.51x
Need 5.51x GeForce GTX 1070
VRAM
3.00x
Need 3.00x GeForce GTX 1070
Memory Bandwidth
3.66x
Need 3.66x GeForce GTX 1070
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
11.90x
Need 11.90x GeForce GTX 1650
FP32 Compute
11.93x
Need 11.93x GeForce GTX 1650
VRAM
6.00x
Need 6.00x GeForce GTX 1650
Memory Bandwidth
7.31x
Need 7.31x GeForce GTX 1650

Pricing

Price TypeMaia 100MI300XP4GeForce GTX 1070GeForce GTX 1650GeForce RTX 3090
CAPEX (Street Price)—$35,000————
OPEX (per hour)—$10.40/hr$0.04/hr$0.04/hr$0.04/hr$0.11/hr
Price per TFLOPs (FP32-eq)—$54————