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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 Habana Gaudi 2NVIDIA P4NVIDIA GeForce GTX 1050 TiNVIDIA GeForce GTX 1070NVIDIA GeForce RTX 3090NVIDIA A100 SXMAMD MI355X
ArchitectureGaudi Gen2PascalPascalPascalAmpereAmpereCDNA 4
Form FactorOAMPCIePCIePCIePCIeSXMOAM
VRAM96 GB8 GB4 GB8 GB24 GB80 GB288 GB
Memory Bandwidth2,450 GB/s192 GB/s112 GB/s256 GB/s936 GB/s2,039 GB/s8,000 GB/s
TFLOPs (FP32)—5.52.1386.46335.619.5320
TFLOPs (FP16)—————312—
TFLOPs4325.52.1386.463713125,300
TFLOPs (FP8)———————
TDP600 W75 W75 W150 W350 W400 W1000 W
Launch DateMay 2022Sep 2016Oct 2016Jun 2016Sep 2020May 2020Jun 2025

Efficiency Metrics

MetricGaudi 2P4GeForce GTX 1050 TiGeForce GTX 1070GeForce RTX 3090A100 SXMMI355X
TFLOPs per Watt (FP32-eq)0.360.070.030.040.100.392.65
Memory Bandwidth per GB25.5 GB/s24.0 GB/s28.0 GB/s32.0 GB/s39.0 GB/s25.5 GB/s27.8 GB/s

Performance Equivalence

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

To match 1x Intel Habana Gaudi 2

NVIDIA P4
Compute (FP32-eq)
39.27x
Need 39.27x P4
VRAM
12.00x
Need 12.00x P4
Memory Bandwidth
12.76x
Need 12.76x P4
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
101.03x
Need 101.03x GeForce GTX 1050 Ti
VRAM
24.00x
Need 24.00x GeForce GTX 1050 Ti
Memory Bandwidth
21.88x
Need 21.88x GeForce GTX 1050 Ti
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
33.42x
Need 33.42x GeForce GTX 1070
VRAM
12.00x
Need 12.00x GeForce GTX 1070
Memory Bandwidth
9.57x
Need 9.57x GeForce GTX 1070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
6.08x
Need 6.08x GeForce RTX 3090
VRAM
4.00x
Need 4.00x GeForce RTX 3090
Memory Bandwidth
2.62x
Need 2.62x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
1.38x
Need 1.38x A100 SXM
VRAM
1.20x
Need 1.20x A100 SXM
Memory Bandwidth
1.20x
Need 1.20x A100 SXM
AMD MI355X
Compute (FP32-eq)
0.08x
MI355X is 12.27x faster
VRAM
0.33x
MI355X has 3.00x more
Memory Bandwidth
0.31x
MI355X has 3.27x more

To match 1x NVIDIA P4

Intel Habana Gaudi 2
Compute (FP32-eq)
0.03x
Gaudi 2 is 39.27x faster
VRAM
0.08x
Gaudi 2 has 12.00x more
Memory Bandwidth
0.08x
Gaudi 2 has 12.76x more
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
2.57x
Need 2.57x GeForce GTX 1050 Ti
FP32 Compute
2.57x
Need 2.57x GeForce GTX 1050 Ti
VRAM
2.00x
Need 2.00x GeForce GTX 1050 Ti
Memory Bandwidth
1.71x
Need 1.71x GeForce GTX 1050 Ti
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 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
NVIDIA A100 SXM
Compute (FP32-eq)
0.04x
A100 SXM is 28.36x faster
FP32 Compute
0.28x
A100 SXM is 3.55x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.09x
A100 SXM has 10.62x more
AMD MI355X
Compute (FP32-eq)
0.00x
MI355X is 481.82x faster
FP32 Compute
0.02x
MI355X is 58.18x faster
VRAM
0.03x
MI355X has 36.00x more
Memory Bandwidth
0.02x
MI355X has 41.67x more

To match 1x NVIDIA GeForce GTX 1050 Ti

Intel Habana Gaudi 2
Compute (FP32-eq)
0.01x
Gaudi 2 is 101.03x faster
VRAM
0.04x
Gaudi 2 has 24.00x more
Memory Bandwidth
0.05x
Gaudi 2 has 21.88x more
NVIDIA P4
Compute (FP32-eq)
0.39x
P4 is 2.57x faster
FP32 Compute
0.39x
P4 is 2.57x faster
VRAM
0.50x
P4 has 2.00x more
Memory Bandwidth
0.58x
P4 has 1.71x more
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
0.33x
GeForce GTX 1070 is 3.02x faster
FP32 Compute
0.33x
GeForce GTX 1070 is 3.02x faster
VRAM
0.50x
GeForce GTX 1070 has 2.00x more
Memory Bandwidth
0.44x
GeForce GTX 1070 has 2.29x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.06x
GeForce RTX 3090 is 16.60x faster
FP32 Compute
0.06x
GeForce RTX 3090 is 16.65x faster
VRAM
0.17x
GeForce RTX 3090 has 6.00x more
Memory Bandwidth
0.12x
GeForce RTX 3090 has 8.36x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.01x
A100 SXM is 72.97x faster
FP32 Compute
0.11x
A100 SXM is 9.12x faster
VRAM
0.05x
A100 SXM has 20.00x more
Memory Bandwidth
0.05x
A100 SXM has 18.21x more
AMD MI355X
Compute (FP32-eq)
0.00x
MI355X is 1239.48x faster
FP32 Compute
0.01x
MI355X is 149.67x faster
VRAM
0.01x
MI355X has 72.00x more
Memory Bandwidth
0.01x
MI355X has 71.43x more

To match 1x NVIDIA GeForce GTX 1070

Intel Habana Gaudi 2
Compute (FP32-eq)
0.03x
Gaudi 2 is 33.42x faster
VRAM
0.08x
Gaudi 2 has 12.00x more
Memory Bandwidth
0.10x
Gaudi 2 has 9.57x 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 1050 Ti
Compute (FP32-eq)
3.02x
Need 3.02x GeForce GTX 1050 Ti
FP32 Compute
3.02x
Need 3.02x GeForce GTX 1050 Ti
VRAM
2.00x
Need 2.00x GeForce GTX 1050 Ti
Memory Bandwidth
2.29x
Need 2.29x GeForce GTX 1050 Ti
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
NVIDIA A100 SXM
Compute (FP32-eq)
0.04x
A100 SXM is 24.14x faster
FP32 Compute
0.33x
A100 SXM is 3.02x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.13x
A100 SXM has 7.96x more
AMD MI355X
Compute (FP32-eq)
0.00x
MI355X is 410.03x faster
FP32 Compute
0.02x
MI355X is 49.51x faster
VRAM
0.03x
MI355X has 36.00x more
Memory Bandwidth
0.03x
MI355X has 31.25x more

To match 1x NVIDIA GeForce RTX 3090

Intel Habana Gaudi 2
Compute (FP32-eq)
0.16x
Gaudi 2 is 6.08x faster
VRAM
0.25x
Gaudi 2 has 4.00x more
Memory Bandwidth
0.38x
Gaudi 2 has 2.62x 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 1050 Ti
Compute (FP32-eq)
16.60x
Need 16.60x GeForce GTX 1050 Ti
FP32 Compute
16.65x
Need 16.65x GeForce GTX 1050 Ti
VRAM
6.00x
Need 6.00x GeForce GTX 1050 Ti
Memory Bandwidth
8.36x
Need 8.36x GeForce GTX 1050 Ti
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 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
AMD MI355X
Compute (FP32-eq)
0.01x
MI355X is 74.65x faster
FP32 Compute
0.11x
MI355X is 8.99x faster
VRAM
0.08x
MI355X has 12.00x more
Memory Bandwidth
0.12x
MI355X has 8.55x more

To match 1x NVIDIA A100 SXM

Intel Habana Gaudi 2
Compute (FP32-eq)
0.72x
Gaudi 2 is 1.38x faster
VRAM
0.83x
Gaudi 2 has 1.20x more
Memory Bandwidth
0.83x
Gaudi 2 has 1.20x more
NVIDIA P4
Compute (FP32-eq)
28.36x
Need 28.36x P4
FP32 Compute
3.55x
Need 3.55x P4
VRAM
10.00x
Need 10.00x P4
Memory Bandwidth
10.62x
Need 10.62x P4
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
72.97x
Need 72.97x GeForce GTX 1050 Ti
FP32 Compute
9.12x
Need 9.12x GeForce GTX 1050 Ti
VRAM
20.00x
Need 20.00x GeForce GTX 1050 Ti
Memory Bandwidth
18.21x
Need 18.21x GeForce GTX 1050 Ti
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
24.14x
Need 24.14x GeForce GTX 1070
FP32 Compute
3.02x
Need 3.02x GeForce GTX 1070
VRAM
10.00x
Need 10.00x GeForce GTX 1070
Memory Bandwidth
7.96x
Need 7.96x GeForce GTX 1070
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
AMD MI355X
Compute (FP32-eq)
0.06x
MI355X is 16.99x faster
FP32 Compute
0.06x
MI355X is 16.41x faster
VRAM
0.28x
MI355X has 3.60x more
Memory Bandwidth
0.25x
MI355X has 3.92x more

To match 1x AMD MI355X

Intel Habana Gaudi 2
Compute (FP32-eq)
12.27x
Need 12.27x Gaudi 2
VRAM
3.00x
Need 3.00x Gaudi 2
Memory Bandwidth
3.27x
Need 3.27x Gaudi 2
NVIDIA P4
Compute (FP32-eq)
481.82x
Need 481.82x P4
FP32 Compute
58.18x
Need 58.18x P4
VRAM
36.00x
Need 36.00x P4
Memory Bandwidth
41.67x
Need 41.67x P4
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
1239.48x
Need 1239.48x GeForce GTX 1050 Ti
FP32 Compute
149.67x
Need 149.67x GeForce GTX 1050 Ti
VRAM
72.00x
Need 72.00x GeForce GTX 1050 Ti
Memory Bandwidth
71.43x
Need 71.43x GeForce GTX 1050 Ti
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
410.03x
Need 410.03x GeForce GTX 1070
FP32 Compute
49.51x
Need 49.51x GeForce GTX 1070
VRAM
36.00x
Need 36.00x GeForce GTX 1070
Memory Bandwidth
31.25x
Need 31.25x GeForce GTX 1070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
74.65x
Need 74.65x GeForce RTX 3090
FP32 Compute
8.99x
Need 8.99x GeForce RTX 3090
VRAM
12.00x
Need 12.00x GeForce RTX 3090
Memory Bandwidth
8.55x
Need 8.55x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
16.99x
Need 16.99x A100 SXM
FP32 Compute
16.41x
Need 16.41x A100 SXM
VRAM
3.60x
Need 3.60x A100 SXM
Memory Bandwidth
3.92x
Need 3.92x A100 SXM

Pricing

Price TypeGaudi 2P4GeForce GTX 1050 TiGeForce GTX 1070GeForce RTX 3090A100 SXMMI355X
CAPEX (Street Price)—————$15,000—
OPEX (per hour)—$0.04/hr$0.04/hr$0.04/hr$0.11/hr$4.05/hr$20.72/hr
Price per TFLOPs (FP32-eq)—————$96—