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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

SpecificationAMD MI325XNVIDIA B100NVIDIA GeForce RTX 3050NVIDIA GeForce RTX 3090NVIDIA A100 SXMNVIDIA RTX 4000
ArchitectureCDNA 3.5BlackwellAmpereAmpereAmpereTuring
Form FactorOAMSXMPCIePCIeSXMPCIe
VRAM256 GB192 GB8 GB24 GB80 GB8 GB
Memory Bandwidth6,000 GB/s8,000 GB/s224 GB/s936 GB/s2,039 GB/s416 GB/s
TFLOPs (FP32)207459.135.619.57.1
TFLOPs (FP16)1,400———312—
TFLOPs1,4001,80018.27131257.6
TFLOPs (FP8)2,800—————
TDP800 W700 W130 W350 W400 W160 W
Launch DateOct 2024Mar 2024Jan 2022Sep 2020May 2020Nov 2018

Efficiency Metrics

MetricMI325XB100GeForce RTX 3050GeForce RTX 3090A100 SXMRTX 4000
TFLOPs per Watt (FP32-eq)0.881.290.070.100.390.18
Memory Bandwidth per GB23.4 GB/s41.7 GB/s28.0 GB/s39.0 GB/s25.5 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 AMD MI325X

NVIDIA B100
Compute (FP32-eq)
0.78x
B100 is 1.29x faster
FP32 Compute
4.60x
Need 4.60x B100
VRAM
1.33x
Need 1.33x B100
Memory Bandwidth
0.75x
B100 has 1.33x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
76.92x
Need 76.92x GeForce RTX 3050
FP32 Compute
22.75x
Need 22.75x GeForce RTX 3050
VRAM
32.00x
Need 32.00x GeForce RTX 3050
Memory Bandwidth
26.79x
Need 26.79x GeForce RTX 3050
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
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 B100

AMD MI325X
Compute (FP32-eq)
1.29x
Need 1.29x MI325X
FP32 Compute
0.22x
MI325X is 4.60x faster
VRAM
0.75x
MI325X has 1.33x more
Memory Bandwidth
1.33x
Need 1.33x MI325X
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
98.90x
Need 98.90x GeForce RTX 3050
FP32 Compute
4.95x
Need 4.95x GeForce RTX 3050
VRAM
24.00x
Need 24.00x GeForce RTX 3050
Memory Bandwidth
35.71x
Need 35.71x GeForce RTX 3050
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
25.35x
Need 25.35x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x 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)
5.77x
Need 5.77x A100 SXM
FP32 Compute
2.31x
Need 2.31x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
3.92x
Need 3.92x A100 SXM
NVIDIA RTX 4000
Compute (FP32-eq)
31.25x
Need 31.25x RTX 4000
FP32 Compute
6.34x
Need 6.34x RTX 4000
VRAM
24.00x
Need 24.00x RTX 4000
Memory Bandwidth
19.23x
Need 19.23x RTX 4000

To match 1x NVIDIA GeForce RTX 3050

AMD MI325X
Compute (FP32-eq)
0.01x
MI325X is 76.92x faster
FP32 Compute
0.04x
MI325X is 22.75x faster
VRAM
0.03x
MI325X has 32.00x more
Memory Bandwidth
0.04x
MI325X has 26.79x more
NVIDIA B100
Compute (FP32-eq)
0.01x
B100 is 98.90x faster
FP32 Compute
0.20x
B100 is 4.95x faster
VRAM
0.04x
B100 has 24.00x more
Memory Bandwidth
0.03x
B100 has 35.71x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.26x
GeForce RTX 3090 is 3.90x faster
FP32 Compute
0.26x
GeForce RTX 3090 is 3.91x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.24x
GeForce RTX 3090 has 4.18x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 17.14x faster
FP32 Compute
0.47x
A100 SXM is 2.14x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.11x
A100 SXM has 9.10x more
NVIDIA RTX 4000
Compute (FP32-eq)
0.32x
RTX 4000 is 3.16x faster
FP32 Compute
1.28x
Need 1.28x RTX 4000
VRAM
1.00x
RTX 4000 has 1.00x more
Memory Bandwidth
0.54x
RTX 4000 has 1.86x more

To match 1x NVIDIA GeForce RTX 3090

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 B100
Compute (FP32-eq)
0.04x
B100 is 25.35x faster
FP32 Compute
0.79x
B100 is 1.26x faster
VRAM
0.13x
B100 has 8.00x more
Memory Bandwidth
0.12x
B100 has 8.55x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
3.90x
Need 3.90x GeForce RTX 3050
FP32 Compute
3.91x
Need 3.91x GeForce RTX 3050
VRAM
3.00x
Need 3.00x GeForce RTX 3050
Memory Bandwidth
4.18x
Need 4.18x GeForce RTX 3050
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
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 A100 SXM

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 B100
Compute (FP32-eq)
0.17x
B100 is 5.77x faster
FP32 Compute
0.43x
B100 is 2.31x faster
VRAM
0.42x
B100 has 2.40x more
Memory Bandwidth
0.25x
B100 has 3.92x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
17.14x
Need 17.14x GeForce RTX 3050
FP32 Compute
2.14x
Need 2.14x GeForce RTX 3050
VRAM
10.00x
Need 10.00x GeForce RTX 3050
Memory Bandwidth
9.10x
Need 9.10x GeForce RTX 3050
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
NVIDIA RTX 4000
Compute (FP32-eq)
5.42x
Need 5.42x RTX 4000
FP32 Compute
2.75x
Need 2.75x RTX 4000
VRAM
10.00x
Need 10.00x RTX 4000
Memory Bandwidth
4.90x
Need 4.90x RTX 4000

To match 1x NVIDIA RTX 4000

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 B100
Compute (FP32-eq)
0.03x
B100 is 31.25x faster
FP32 Compute
0.16x
B100 is 6.34x faster
VRAM
0.04x
B100 has 24.00x more
Memory Bandwidth
0.05x
B100 has 19.23x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
3.16x
Need 3.16x GeForce RTX 3050
FP32 Compute
0.78x
GeForce RTX 3050 is 1.28x faster
VRAM
1.00x
GeForce RTX 3050 has 1.00x more
Memory Bandwidth
1.86x
Need 1.86x GeForce RTX 3050
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
NVIDIA A100 SXM
Compute (FP32-eq)
0.18x
A100 SXM is 5.42x faster
FP32 Compute
0.36x
A100 SXM is 2.75x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.20x
A100 SXM has 4.90x more

Pricing

Price TypeMI325XB100GeForce RTX 3050GeForce RTX 3090A100 SXMRTX 4000
CAPEX (Street Price)$45,000———$15,000—
OPEX (per hour)$36.92/hr—$0.05/hr$0.11/hr$4.05/hr$0.34/hr
Price per TFLOPs (FP32-eq)$64———$96—