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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 A16NVIDIA GeForce RTX 4070 Ti SuperNVIDIA GeForce GTX 1660NVIDIA GeForce RTX 3090NVIDIA A100 SXMNVIDIA RTX A6000
ArchitectureGaudi Gen2AmpereAda LovelaceTuringAmpereAmpereAmpere
Form FactorOAMPCIePCIePCIePCIeSXMPCIe
VRAM96 GB64 GB16 GB6 GB24 GB80 GB48 GB
Memory Bandwidth2,450 GB/s232 GB/s672 GB/s192 GB/s936 GB/s2,039 GB/s768 GB/s
TFLOPs (FP32)—9.5—5.02735.619.538.7
TFLOPs (FP16)—————312—
TFLOPs43271.2885.0277131277.9
TFLOPs (FP8)———————
TDP600 W250 W285 W120 W350 W400 W300 W
Launch DateMay 2022Apr 2021Jan 2024Mar 2019Sep 2020May 2020Oct 2020

Efficiency Metrics

MetricGaudi 2A16GeForce RTX 4070 Ti SuperGeForce GTX 1660GeForce RTX 3090A100 SXMRTX A6000
TFLOPs per Watt (FP32-eq)0.360.140.150.040.100.390.13
Memory Bandwidth per GB25.5 GB/s3.6 GB/s42.0 GB/s32.0 GB/s39.0 GB/s25.5 GB/s16.0 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 A16
Compute (FP32-eq)
6.07x
Need 6.07x A16
VRAM
1.50x
Need 1.50x A16
Memory Bandwidth
10.56x
Need 10.56x A16
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 GeForce GTX 1660
Compute (FP32-eq)
42.97x
Need 42.97x GeForce GTX 1660
VRAM
16.00x
Need 16.00x GeForce GTX 1660
Memory Bandwidth
12.76x
Need 12.76x GeForce GTX 1660
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
NVIDIA RTX A6000
Compute (FP32-eq)
5.55x
Need 5.55x RTX A6000
VRAM
2.00x
Need 2.00x RTX A6000
Memory Bandwidth
3.19x
Need 3.19x RTX A6000

To match 1x NVIDIA A16

Intel Habana Gaudi 2
Compute (FP32-eq)
0.16x
Gaudi 2 is 6.07x faster
VRAM
0.67x
Gaudi 2 has 1.50x more
Memory Bandwidth
0.09x
Gaudi 2 has 10.56x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
0.81x
GeForce RTX 4070 Ti Super is 1.24x faster
VRAM
4.00x
Need 4.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
0.35x
GeForce RTX 4070 Ti Super has 2.90x more
NVIDIA GeForce GTX 1660
Compute (FP32-eq)
7.08x
Need 7.08x GeForce GTX 1660
FP32 Compute
1.89x
Need 1.89x GeForce GTX 1660
VRAM
10.67x
Need 10.67x GeForce GTX 1660
Memory Bandwidth
1.21x
Need 1.21x GeForce GTX 1660
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.00x
Need 1.00x GeForce RTX 3090
FP32 Compute
0.27x
GeForce RTX 3090 is 3.75x faster
VRAM
2.67x
Need 2.67x GeForce RTX 3090
Memory Bandwidth
0.25x
GeForce RTX 3090 has 4.03x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.23x
A100 SXM is 4.38x faster
FP32 Compute
0.49x
A100 SXM is 2.05x faster
VRAM
0.80x
A100 SXM has 1.25x more
Memory Bandwidth
0.11x
A100 SXM has 8.79x more
NVIDIA RTX A6000
Compute (FP32-eq)
0.91x
RTX A6000 is 1.09x faster
FP32 Compute
0.25x
RTX A6000 is 4.07x faster
VRAM
1.33x
Need 1.33x RTX A6000
Memory Bandwidth
0.30x
RTX A6000 has 3.31x more

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
NVIDIA A16
Compute (FP32-eq)
1.24x
Need 1.24x A16
VRAM
0.25x
A16 has 4.00x more
Memory Bandwidth
2.90x
Need 2.90x A16
NVIDIA GeForce GTX 1660
Compute (FP32-eq)
8.75x
Need 8.75x GeForce GTX 1660
VRAM
2.67x
Need 2.67x GeForce GTX 1660
Memory Bandwidth
3.50x
Need 3.50x GeForce GTX 1660
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 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
NVIDIA RTX A6000
Compute (FP32-eq)
1.13x
Need 1.13x RTX A6000
VRAM
0.33x
RTX A6000 has 3.00x more
Memory Bandwidth
0.88x
RTX A6000 has 1.14x more

To match 1x NVIDIA GeForce GTX 1660

Intel Habana Gaudi 2
Compute (FP32-eq)
0.02x
Gaudi 2 is 42.97x faster
VRAM
0.06x
Gaudi 2 has 16.00x more
Memory Bandwidth
0.08x
Gaudi 2 has 12.76x more
NVIDIA A16
Compute (FP32-eq)
0.14x
A16 is 7.08x faster
FP32 Compute
0.53x
A16 is 1.89x faster
VRAM
0.09x
A16 has 10.67x more
Memory Bandwidth
0.83x
A16 has 1.21x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
0.11x
GeForce RTX 4070 Ti Super is 8.75x faster
VRAM
0.38x
GeForce RTX 4070 Ti Super has 2.67x more
Memory Bandwidth
0.29x
GeForce RTX 4070 Ti Super has 3.50x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.14x
GeForce RTX 3090 is 7.06x faster
FP32 Compute
0.14x
GeForce RTX 3090 is 7.08x faster
VRAM
0.25x
GeForce RTX 3090 has 4.00x more
Memory Bandwidth
0.21x
GeForce RTX 3090 has 4.88x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.03x
A100 SXM is 31.03x faster
FP32 Compute
0.26x
A100 SXM is 3.88x faster
VRAM
0.07x
A100 SXM has 13.33x more
Memory Bandwidth
0.09x
A100 SXM has 10.62x more
NVIDIA RTX A6000
Compute (FP32-eq)
0.13x
RTX A6000 is 7.75x faster
FP32 Compute
0.13x
RTX A6000 is 7.70x faster
VRAM
0.13x
RTX A6000 has 8.00x more
Memory Bandwidth
0.25x
RTX A6000 has 4.00x 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 A16
Compute (FP32-eq)
1.00x
A16 is 1.00x faster
FP32 Compute
3.75x
Need 3.75x A16
VRAM
0.38x
A16 has 2.67x more
Memory Bandwidth
4.03x
Need 4.03x A16
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 GeForce GTX 1660
Compute (FP32-eq)
7.06x
Need 7.06x GeForce GTX 1660
FP32 Compute
7.08x
Need 7.08x GeForce GTX 1660
VRAM
4.00x
Need 4.00x GeForce GTX 1660
Memory Bandwidth
4.88x
Need 4.88x GeForce GTX 1660
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 A6000
Compute (FP32-eq)
0.91x
RTX A6000 is 1.10x faster
FP32 Compute
0.92x
RTX A6000 is 1.09x faster
VRAM
0.50x
RTX A6000 has 2.00x more
Memory Bandwidth
1.22x
Need 1.22x RTX A6000

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 A16
Compute (FP32-eq)
4.38x
Need 4.38x A16
FP32 Compute
2.05x
Need 2.05x A16
VRAM
1.25x
Need 1.25x A16
Memory Bandwidth
8.79x
Need 8.79x A16
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 GeForce GTX 1660
Compute (FP32-eq)
31.03x
Need 31.03x GeForce GTX 1660
FP32 Compute
3.88x
Need 3.88x GeForce GTX 1660
VRAM
13.33x
Need 13.33x GeForce GTX 1660
Memory Bandwidth
10.62x
Need 10.62x GeForce GTX 1660
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 A6000
Compute (FP32-eq)
4.01x
Need 4.01x RTX A6000
FP32 Compute
0.50x
RTX A6000 is 1.98x faster
VRAM
1.67x
Need 1.67x RTX A6000
Memory Bandwidth
2.65x
Need 2.65x RTX A6000

To match 1x NVIDIA RTX A6000

Intel Habana Gaudi 2
Compute (FP32-eq)
0.18x
Gaudi 2 is 5.55x faster
VRAM
0.50x
Gaudi 2 has 2.00x more
Memory Bandwidth
0.31x
Gaudi 2 has 3.19x more
NVIDIA A16
Compute (FP32-eq)
1.09x
Need 1.09x A16
FP32 Compute
4.07x
Need 4.07x A16
VRAM
0.75x
A16 has 1.33x more
Memory Bandwidth
3.31x
Need 3.31x A16
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
0.89x
GeForce RTX 4070 Ti Super is 1.13x faster
VRAM
3.00x
Need 3.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
1.14x
Need 1.14x GeForce RTX 4070 Ti Super
NVIDIA GeForce GTX 1660
Compute (FP32-eq)
7.75x
Need 7.75x GeForce GTX 1660
FP32 Compute
7.70x
Need 7.70x GeForce GTX 1660
VRAM
8.00x
Need 8.00x GeForce GTX 1660
Memory Bandwidth
4.00x
Need 4.00x GeForce GTX 1660
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.10x
Need 1.10x GeForce RTX 3090
FP32 Compute
1.09x
Need 1.09x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.82x
GeForce RTX 3090 has 1.22x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.25x
A100 SXM is 4.01x faster
FP32 Compute
1.98x
Need 1.98x A100 SXM
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.38x
A100 SXM has 2.65x more

Pricing

Price TypeGaudi 2A16GeForce RTX 4070 Ti SuperGeForce GTX 1660GeForce RTX 3090A100 SXMRTX A6000
CAPEX (Street Price)—————$15,000—
OPEX (per hour)—$0.47/hr$0.12/hr$0.04/hr$0.11/hr$4.05/hr$0.33/hr
Price per TFLOPs (FP32-eq)—————$96—