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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

SpecificationAMD MI250XAMD MI325XNVIDIA GeForce RTX 3060 TiNVIDIA GeForce RTX 3090NVIDIA V100SNVIDIA A100 SXMNVIDIA GeForce RTX 3070 Ti
ArchitectureCDNA 2CDNA 3.5AmpereAmpereVoltaAmpereAmpere
Form FactorOAMOAMPCIePCIePCIeSXMPCIe
VRAM128 GB256 GB8 GB24 GB32 GB80 GB8 GB
Memory Bandwidth3,277 GB/s6,000 GB/s448 GB/s936 GB/s1,134 GB/s2,039 GB/s608 GB/s
TFLOPs (FP32)47.920716.235.616.419.521.8
TFLOPs (FP16)3831,400———312—
TFLOPs3831,40033.27116.431243.2
TFLOPs (FP8)—2,800—————
TDP560 W800 W200 W350 W250 W400 W290 W
Launch DateNov 2021Oct 2024Dec 2020Sep 2020Nov 2019May 2020Jun 2021

Efficiency Metrics

MetricMI250XMI325XGeForce RTX 3060 TiGeForce RTX 3090V100SA100 SXMGeForce RTX 3070 Ti
TFLOPs per Watt (FP32-eq)0.340.880.080.100.070.390.07
Memory Bandwidth per GB25.6 GB/s23.4 GB/s56.0 GB/s39.0 GB/s35.4 GB/s25.5 GB/s76.0 GB/s

Performance Equivalence

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

To match 1x AMD MI250X

AMD MI325X
Compute (FP32-eq)
0.27x
MI325X is 3.66x faster
FP32 Compute
0.23x
MI325X is 4.32x faster
VRAM
0.50x
MI325X has 2.00x more
Memory Bandwidth
0.55x
MI325X has 1.83x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
11.54x
Need 11.54x GeForce RTX 3060 Ti
FP32 Compute
2.96x
Need 2.96x GeForce RTX 3060 Ti
VRAM
16.00x
Need 16.00x GeForce RTX 3060 Ti
Memory Bandwidth
7.31x
Need 7.31x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
5.39x
Need 5.39x GeForce RTX 3090
FP32 Compute
1.35x
Need 1.35x GeForce RTX 3090
VRAM
5.33x
Need 5.33x GeForce RTX 3090
Memory Bandwidth
3.50x
Need 3.50x GeForce RTX 3090
NVIDIA V100S
Compute (FP32-eq)
11.68x
Need 11.68x V100S
FP32 Compute
2.92x
Need 2.92x V100S
VRAM
4.00x
Need 4.00x V100S
Memory Bandwidth
2.89x
Need 2.89x V100S
NVIDIA A100 SXM
Compute (FP32-eq)
1.23x
Need 1.23x A100 SXM
FP32 Compute
2.46x
Need 2.46x A100 SXM
VRAM
1.60x
Need 1.60x A100 SXM
Memory Bandwidth
1.61x
Need 1.61x A100 SXM
NVIDIA GeForce RTX 3070 Ti
Compute (FP32-eq)
8.87x
Need 8.87x GeForce RTX 3070 Ti
FP32 Compute
2.20x
Need 2.20x GeForce RTX 3070 Ti
VRAM
16.00x
Need 16.00x GeForce RTX 3070 Ti
Memory Bandwidth
5.39x
Need 5.39x GeForce RTX 3070 Ti

To match 1x AMD MI325X

AMD MI250X
Compute (FP32-eq)
3.66x
Need 3.66x MI250X
FP32 Compute
4.32x
Need 4.32x MI250X
VRAM
2.00x
Need 2.00x MI250X
Memory Bandwidth
1.83x
Need 1.83x MI250X
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
42.17x
Need 42.17x GeForce RTX 3060 Ti
FP32 Compute
12.78x
Need 12.78x GeForce RTX 3060 Ti
VRAM
32.00x
Need 32.00x GeForce RTX 3060 Ti
Memory Bandwidth
13.39x
Need 13.39x GeForce RTX 3060 Ti
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 V100S
Compute (FP32-eq)
42.68x
Need 42.68x V100S
FP32 Compute
12.62x
Need 12.62x V100S
VRAM
8.00x
Need 8.00x V100S
Memory Bandwidth
5.29x
Need 5.29x V100S
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 GeForce RTX 3070 Ti
Compute (FP32-eq)
32.41x
Need 32.41x GeForce RTX 3070 Ti
FP32 Compute
9.50x
Need 9.50x GeForce RTX 3070 Ti
VRAM
32.00x
Need 32.00x GeForce RTX 3070 Ti
Memory Bandwidth
9.87x
Need 9.87x GeForce RTX 3070 Ti

To match 1x NVIDIA GeForce RTX 3060 Ti

AMD MI250X
Compute (FP32-eq)
0.09x
MI250X is 11.54x faster
FP32 Compute
0.34x
MI250X is 2.96x faster
VRAM
0.06x
MI250X has 16.00x more
Memory Bandwidth
0.14x
MI250X has 7.31x more
AMD MI325X
Compute (FP32-eq)
0.02x
MI325X is 42.17x faster
FP32 Compute
0.08x
MI325X is 12.78x faster
VRAM
0.03x
MI325X has 32.00x more
Memory Bandwidth
0.07x
MI325X has 13.39x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.47x
GeForce RTX 3090 is 2.14x faster
FP32 Compute
0.46x
GeForce RTX 3090 is 2.20x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA V100S
Compute (FP32-eq)
1.01x
Need 1.01x V100S
FP32 Compute
0.99x
V100S is 1.01x faster
VRAM
0.25x
V100S has 4.00x more
Memory Bandwidth
0.40x
V100S has 2.53x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.11x
A100 SXM is 9.40x faster
FP32 Compute
0.83x
A100 SXM is 1.20x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more
NVIDIA GeForce RTX 3070 Ti
Compute (FP32-eq)
0.77x
GeForce RTX 3070 Ti is 1.30x faster
FP32 Compute
0.74x
GeForce RTX 3070 Ti is 1.35x faster
VRAM
1.00x
GeForce RTX 3070 Ti has 1.00x more
Memory Bandwidth
0.74x
GeForce RTX 3070 Ti has 1.36x more

To match 1x NVIDIA GeForce RTX 3090

AMD MI250X
Compute (FP32-eq)
0.19x
MI250X is 5.39x faster
FP32 Compute
0.74x
MI250X is 1.35x faster
VRAM
0.19x
MI250X has 5.33x more
Memory Bandwidth
0.29x
MI250X has 3.50x 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 GeForce RTX 3060 Ti
Compute (FP32-eq)
2.14x
Need 2.14x GeForce RTX 3060 Ti
FP32 Compute
2.20x
Need 2.20x GeForce RTX 3060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 3060 Ti
NVIDIA V100S
Compute (FP32-eq)
2.16x
Need 2.16x V100S
FP32 Compute
2.17x
Need 2.17x V100S
VRAM
0.75x
V100S has 1.33x more
Memory Bandwidth
0.83x
V100S has 1.21x more
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 GeForce RTX 3070 Ti
Compute (FP32-eq)
1.64x
Need 1.64x GeForce RTX 3070 Ti
FP32 Compute
1.63x
Need 1.63x GeForce RTX 3070 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3070 Ti
Memory Bandwidth
1.54x
Need 1.54x GeForce RTX 3070 Ti

To match 1x NVIDIA V100S

AMD MI250X
Compute (FP32-eq)
0.09x
MI250X is 11.68x faster
FP32 Compute
0.34x
MI250X is 2.92x faster
VRAM
0.25x
MI250X has 4.00x more
Memory Bandwidth
0.35x
MI250X has 2.89x more
AMD MI325X
Compute (FP32-eq)
0.02x
MI325X is 42.68x faster
FP32 Compute
0.08x
MI325X is 12.62x faster
VRAM
0.13x
MI325X has 8.00x more
Memory Bandwidth
0.19x
MI325X has 5.29x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.99x
GeForce RTX 3060 Ti is 1.01x faster
FP32 Compute
1.01x
Need 1.01x GeForce RTX 3060 Ti
VRAM
4.00x
Need 4.00x GeForce RTX 3060 Ti
Memory Bandwidth
2.53x
Need 2.53x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.46x
GeForce RTX 3090 is 2.16x faster
FP32 Compute
0.46x
GeForce RTX 3090 is 2.17x faster
VRAM
1.33x
Need 1.33x GeForce RTX 3090
Memory Bandwidth
1.21x
Need 1.21x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.11x
A100 SXM is 9.51x faster
FP32 Compute
0.84x
A100 SXM is 1.19x faster
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.56x
A100 SXM has 1.80x more
NVIDIA GeForce RTX 3070 Ti
Compute (FP32-eq)
0.76x
GeForce RTX 3070 Ti is 1.32x faster
FP32 Compute
0.75x
GeForce RTX 3070 Ti is 1.33x faster
VRAM
4.00x
Need 4.00x GeForce RTX 3070 Ti
Memory Bandwidth
1.87x
Need 1.87x GeForce RTX 3070 Ti

To match 1x NVIDIA A100 SXM

AMD MI250X
Compute (FP32-eq)
0.81x
MI250X is 1.23x faster
FP32 Compute
0.41x
MI250X is 2.46x faster
VRAM
0.63x
MI250X has 1.60x more
Memory Bandwidth
0.62x
MI250X has 1.61x 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 GeForce RTX 3060 Ti
Compute (FP32-eq)
9.40x
Need 9.40x GeForce RTX 3060 Ti
FP32 Compute
1.20x
Need 1.20x GeForce RTX 3060 Ti
VRAM
10.00x
Need 10.00x GeForce RTX 3060 Ti
Memory Bandwidth
4.55x
Need 4.55x GeForce RTX 3060 Ti
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 V100S
Compute (FP32-eq)
9.51x
Need 9.51x V100S
FP32 Compute
1.19x
Need 1.19x V100S
VRAM
2.50x
Need 2.50x V100S
Memory Bandwidth
1.80x
Need 1.80x V100S
NVIDIA GeForce RTX 3070 Ti
Compute (FP32-eq)
7.22x
Need 7.22x GeForce RTX 3070 Ti
FP32 Compute
0.89x
GeForce RTX 3070 Ti is 1.12x faster
VRAM
10.00x
Need 10.00x GeForce RTX 3070 Ti
Memory Bandwidth
3.35x
Need 3.35x GeForce RTX 3070 Ti

To match 1x NVIDIA GeForce RTX 3070 Ti

AMD MI250X
Compute (FP32-eq)
0.11x
MI250X is 8.87x faster
FP32 Compute
0.46x
MI250X is 2.20x faster
VRAM
0.06x
MI250X has 16.00x more
Memory Bandwidth
0.19x
MI250X has 5.39x more
AMD MI325X
Compute (FP32-eq)
0.03x
MI325X is 32.41x faster
FP32 Compute
0.11x
MI325X is 9.50x faster
VRAM
0.03x
MI325X has 32.00x more
Memory Bandwidth
0.10x
MI325X has 9.87x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
1.30x
Need 1.30x GeForce RTX 3060 Ti
FP32 Compute
1.35x
Need 1.35x GeForce RTX 3060 Ti
VRAM
1.00x
GeForce RTX 3060 Ti has 1.00x more
Memory Bandwidth
1.36x
Need 1.36x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.61x
GeForce RTX 3090 is 1.64x faster
FP32 Compute
0.61x
GeForce RTX 3090 is 1.63x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.65x
GeForce RTX 3090 has 1.54x more
NVIDIA V100S
Compute (FP32-eq)
1.32x
Need 1.32x V100S
FP32 Compute
1.33x
Need 1.33x V100S
VRAM
0.25x
V100S has 4.00x more
Memory Bandwidth
0.54x
V100S has 1.87x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.14x
A100 SXM is 7.22x faster
FP32 Compute
1.12x
Need 1.12x A100 SXM
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.30x
A100 SXM has 3.35x more

Pricing

Price TypeMI250XMI325XGeForce RTX 3060 TiGeForce RTX 3090V100SA100 SXMGeForce RTX 3070 Ti
CAPEX (Street Price)$12,000$45,000———$15,000—
OPEX (per hour)$2.00/hr$36.92/hr$0.05/hr$0.11/hr$0.88/hr$4.05/hr$0.08/hr
Price per TFLOPs (FP32-eq)$63$64———$96—