Compare XPUs

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Showing 128 XPUs • 5 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 MI325XNVIDIA RTX 6000 BlackwellNVIDIA GeForce RTX 3090NVIDIA RTX 4000
ArchitectureMaiaCDNA 3.5BlackwellAmpereTuring
Form Factor—OAMPCIePCIePCIe
VRAM64 GB256 GB96 GB24 GB8 GB
Memory Bandwidth—6,000 GB/s1,536 GB/s936 GB/s416 GB/s
TFLOPs (FP32)—20718135.67.1
TFLOPs (FP16)—1,400———
TFLOPs7001,4003627157.6
TFLOPs (FP8)—2,800———
TDP500 W800 W300 W350 W160 W
Launch DateNov 2023Oct 2024Jan 2025Sep 2020Nov 2018

Efficiency Metrics

MetricMaia 100MI325XRTX 6000 BlackwellGeForce RTX 3090RTX 4000
TFLOPs per Watt (FP32-eq)0.700.880.600.100.18
Memory Bandwidth per GB—23.4 GB/s16.0 GB/s39.0 GB/s52.0 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 MI325X
Compute (FP32-eq)
0.50x
MI325X is 2.00x faster
VRAM
0.25x
MI325X has 4.00x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
1.93x
Need 1.93x RTX 6000 Blackwell
VRAM
0.67x
RTX 6000 Blackwell has 1.50x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
9.86x
Need 9.86x GeForce RTX 3090
VRAM
2.67x
Need 2.67x GeForce RTX 3090
NVIDIA RTX 4000
Compute (FP32-eq)
12.15x
Need 12.15x RTX 4000
VRAM
8.00x
Need 8.00x RTX 4000

To match 1x AMD MI325X

Microsoft Maia 100
Compute (FP32-eq)
2.00x
Need 2.00x Maia 100
VRAM
4.00x
Need 4.00x Maia 100
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
3.87x
Need 3.87x RTX 6000 Blackwell
FP32 Compute
1.14x
Need 1.14x RTX 6000 Blackwell
VRAM
2.67x
Need 2.67x RTX 6000 Blackwell
Memory Bandwidth
3.91x
Need 3.91x RTX 6000 Blackwell
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 RTX 4000
Compute (FP32-eq)
24.31x
Need 24.31x RTX 4000
FP32 Compute
29.15x
Need 29.15x RTX 4000
VRAM
32.00x
Need 32.00x RTX 4000
Memory Bandwidth
14.42x
Need 14.42x RTX 4000

To match 1x NVIDIA RTX 6000 Blackwell

Microsoft Maia 100
Compute (FP32-eq)
0.52x
Maia 100 is 1.93x faster
VRAM
1.50x
Need 1.50x Maia 100
AMD MI325X
Compute (FP32-eq)
0.26x
MI325X is 3.87x faster
FP32 Compute
0.87x
MI325X is 1.14x faster
VRAM
0.38x
MI325X has 2.67x more
Memory Bandwidth
0.26x
MI325X has 3.91x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
5.10x
Need 5.10x GeForce RTX 3090
FP32 Compute
5.08x
Need 5.08x GeForce RTX 3090
VRAM
4.00x
Need 4.00x GeForce RTX 3090
Memory Bandwidth
1.64x
Need 1.64x GeForce RTX 3090
NVIDIA RTX 4000
Compute (FP32-eq)
6.28x
Need 6.28x RTX 4000
FP32 Compute
25.49x
Need 25.49x RTX 4000
VRAM
12.00x
Need 12.00x RTX 4000
Memory Bandwidth
3.69x
Need 3.69x RTX 4000

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 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 RTX 6000 Blackwell
Compute (FP32-eq)
0.20x
RTX 6000 Blackwell is 5.10x faster
FP32 Compute
0.20x
RTX 6000 Blackwell is 5.08x faster
VRAM
0.25x
RTX 6000 Blackwell has 4.00x more
Memory Bandwidth
0.61x
RTX 6000 Blackwell has 1.64x more
NVIDIA RTX 4000
Compute (FP32-eq)
1.23x
Need 1.23x RTX 4000
FP32 Compute
5.01x
Need 5.01x RTX 4000
VRAM
3.00x
Need 3.00x RTX 4000
Memory Bandwidth
2.25x
Need 2.25x RTX 4000

To match 1x NVIDIA RTX 4000

Microsoft Maia 100
Compute (FP32-eq)
0.08x
Maia 100 is 12.15x faster
VRAM
0.13x
Maia 100 has 8.00x more
AMD MI325X
Compute (FP32-eq)
0.04x
MI325X is 24.31x faster
FP32 Compute
0.03x
MI325X is 29.15x faster
VRAM
0.03x
MI325X has 32.00x more
Memory Bandwidth
0.07x
MI325X has 14.42x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.16x
RTX 6000 Blackwell is 6.28x faster
FP32 Compute
0.04x
RTX 6000 Blackwell is 25.49x faster
VRAM
0.08x
RTX 6000 Blackwell has 12.00x more
Memory Bandwidth
0.27x
RTX 6000 Blackwell has 3.69x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.81x
GeForce RTX 3090 is 1.23x faster
FP32 Compute
0.20x
GeForce RTX 3090 is 5.01x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.44x
GeForce RTX 3090 has 2.25x more

Pricing

Price TypeMaia 100MI325XRTX 6000 BlackwellGeForce RTX 3090RTX 4000
CAPEX (Street Price)—$45,000———
OPEX (per hour)—$36.92/hr$1.26/hr$0.11/hr$0.34/hr
Price per TFLOPs (FP32-eq)—$64———