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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 2Google TPU v5pNVIDIA GeForce RTX 4070 Ti SuperNVIDIA P4NVIDIA GeForce RTX 3090NVIDIA GeForce RTX 3090 TiNVIDIA A100 SXM
ArchitectureGaudi Gen2TPU v5Ada LovelacePascalAmpereAmpereAmpere
Form FactorOAMMezzaninePCIePCIePCIePCIeSXM
VRAM96 GB95 GB16 GB8 GB24 GB24 GB80 GB
Memory Bandwidth2,450 GB/s—672 GB/s192 GB/s936 GB/s1,008 GB/s2,039 GB/s
TFLOPs (FP32)———5.535.64019.5
TFLOPs (FP16)——————312
TFLOPs432459885.57180312
TFLOPs (FP8)———————
TDP600 W400 W285 W75 W350 W450 W400 W
Launch DateMay 2022Aug 2023Jan 2024Sep 2016Sep 2020Mar 2022May 2020

Efficiency Metrics

MetricGaudi 2TPU v5pGeForce RTX 4070 Ti SuperP4GeForce RTX 3090GeForce RTX 3090 TiA100 SXM
TFLOPs per Watt (FP32-eq)0.360.570.150.070.100.090.39
Memory Bandwidth per GB25.5 GB/s—42.0 GB/s24.0 GB/s39.0 GB/s42.0 GB/s25.5 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

Google TPU v5p
Compute (FP32-eq)
0.94x
TPU v5p is 1.06x faster
VRAM
1.01x
Need 1.01x TPU v5p
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
4.91x
Need 4.91x GeForce RTX 4070 Ti Super
VRAM
6.00x
Need 6.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
3.65x
Need 3.65x GeForce RTX 4070 Ti Super
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 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 GeForce RTX 3090 Ti
Compute (FP32-eq)
5.40x
Need 5.40x GeForce RTX 3090 Ti
VRAM
4.00x
Need 4.00x GeForce RTX 3090 Ti
Memory Bandwidth
2.43x
Need 2.43x GeForce RTX 3090 Ti
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

To match 1x Google TPU v5p

Intel Habana Gaudi 2
Compute (FP32-eq)
1.06x
Need 1.06x Gaudi 2
VRAM
0.99x
Gaudi 2 has 1.01x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
5.22x
Need 5.22x GeForce RTX 4070 Ti Super
VRAM
5.94x
Need 5.94x GeForce RTX 4070 Ti Super
NVIDIA P4
Compute (FP32-eq)
41.73x
Need 41.73x P4
VRAM
11.88x
Need 11.88x P4
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
6.46x
Need 6.46x GeForce RTX 3090
VRAM
3.96x
Need 3.96x GeForce RTX 3090
NVIDIA GeForce RTX 3090 Ti
Compute (FP32-eq)
5.74x
Need 5.74x GeForce RTX 3090 Ti
VRAM
3.96x
Need 3.96x GeForce RTX 3090 Ti
NVIDIA A100 SXM
Compute (FP32-eq)
1.47x
Need 1.47x A100 SXM
VRAM
1.19x
Need 1.19x A100 SXM

To match 1x NVIDIA GeForce RTX 4070 Ti Super

Intel Habana Gaudi 2
Compute (FP32-eq)
0.20x
Gaudi 2 is 4.91x faster
VRAM
0.17x
Gaudi 2 has 6.00x more
Memory Bandwidth
0.27x
Gaudi 2 has 3.65x more
Google TPU v5p
Compute (FP32-eq)
0.19x
TPU v5p is 5.22x faster
VRAM
0.17x
TPU v5p has 5.94x more
NVIDIA P4
Compute (FP32-eq)
8.00x
Need 8.00x P4
VRAM
2.00x
Need 2.00x P4
Memory Bandwidth
3.50x
Need 3.50x P4
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.24x
Need 1.24x GeForce RTX 3090
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.72x
GeForce RTX 3090 has 1.39x more
NVIDIA GeForce RTX 3090 Ti
Compute (FP32-eq)
1.10x
Need 1.10x GeForce RTX 3090 Ti
VRAM
0.67x
GeForce RTX 3090 Ti has 1.50x more
Memory Bandwidth
0.67x
GeForce RTX 3090 Ti has 1.50x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.28x
A100 SXM is 3.55x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.33x
A100 SXM has 3.03x 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
Google TPU v5p
Compute (FP32-eq)
0.02x
TPU v5p is 41.73x faster
VRAM
0.08x
TPU v5p has 11.88x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
0.13x
GeForce RTX 4070 Ti Super is 8.00x faster
VRAM
0.50x
GeForce RTX 4070 Ti Super has 2.00x more
Memory Bandwidth
0.29x
GeForce RTX 4070 Ti Super has 3.50x 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 GeForce RTX 3090 Ti
Compute (FP32-eq)
0.14x
GeForce RTX 3090 Ti is 7.27x faster
FP32 Compute
0.14x
GeForce RTX 3090 Ti is 7.27x faster
VRAM
0.33x
GeForce RTX 3090 Ti has 3.00x more
Memory Bandwidth
0.19x
GeForce RTX 3090 Ti has 5.25x 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

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
Google TPU v5p
Compute (FP32-eq)
0.15x
TPU v5p is 6.46x faster
VRAM
0.25x
TPU v5p has 3.96x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
0.81x
GeForce RTX 4070 Ti Super is 1.24x faster
VRAM
1.50x
Need 1.50x GeForce RTX 4070 Ti Super
Memory Bandwidth
1.39x
Need 1.39x GeForce RTX 4070 Ti Super
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 RTX 3090 Ti
Compute (FP32-eq)
0.89x
GeForce RTX 3090 Ti is 1.13x faster
FP32 Compute
0.89x
GeForce RTX 3090 Ti is 1.12x faster
VRAM
1.00x
GeForce RTX 3090 Ti has 1.00x more
Memory Bandwidth
0.93x
GeForce RTX 3090 Ti has 1.08x 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

To match 1x NVIDIA GeForce RTX 3090 Ti

Intel Habana Gaudi 2
Compute (FP32-eq)
0.19x
Gaudi 2 is 5.40x faster
VRAM
0.25x
Gaudi 2 has 4.00x more
Memory Bandwidth
0.41x
Gaudi 2 has 2.43x more
Google TPU v5p
Compute (FP32-eq)
0.17x
TPU v5p is 5.74x faster
VRAM
0.25x
TPU v5p has 3.96x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
0.91x
GeForce RTX 4070 Ti Super is 1.10x faster
VRAM
1.50x
Need 1.50x GeForce RTX 4070 Ti Super
Memory Bandwidth
1.50x
Need 1.50x GeForce RTX 4070 Ti Super
NVIDIA P4
Compute (FP32-eq)
7.27x
Need 7.27x P4
FP32 Compute
7.27x
Need 7.27x P4
VRAM
3.00x
Need 3.00x P4
Memory Bandwidth
5.25x
Need 5.25x P4
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.13x
Need 1.13x GeForce RTX 3090
FP32 Compute
1.12x
Need 1.12x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
1.08x
Need 1.08x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.26x
A100 SXM is 3.90x faster
FP32 Compute
2.05x
Need 2.05x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.49x
A100 SXM has 2.02x 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
Google TPU v5p
Compute (FP32-eq)
0.68x
TPU v5p is 1.47x faster
VRAM
0.84x
TPU v5p has 1.19x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
3.55x
Need 3.55x GeForce RTX 4070 Ti Super
VRAM
5.00x
Need 5.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
3.03x
Need 3.03x GeForce RTX 4070 Ti Super
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 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 GeForce RTX 3090 Ti
Compute (FP32-eq)
3.90x
Need 3.90x GeForce RTX 3090 Ti
FP32 Compute
0.49x
GeForce RTX 3090 Ti is 2.05x faster
VRAM
3.33x
Need 3.33x GeForce RTX 3090 Ti
Memory Bandwidth
2.02x
Need 2.02x GeForce RTX 3090 Ti

Pricing

Price TypeGaudi 2TPU v5pGeForce RTX 4070 Ti SuperP4GeForce RTX 3090GeForce RTX 3090 TiA100 SXM
CAPEX (Street Price)——————$15,000
OPEX (per hour)—$5.00/hr$0.12/hr$0.04/hr$0.11/hr$0.12/hr$4.05/hr
Price per TFLOPs (FP32-eq)——————$96