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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 3AMD MI300XNVIDIA H100 SXMGoogle TPU v4NVIDIA GeForce RTX 4070 Ti SuperNVIDIA GeForce RTX 4070 TiNVIDIA GeForce RTX 3090
ArchitectureGaudi Gen3CDNA 3HopperTPU v4Ada LovelaceAda LovelaceAmpere
Form FactorOAMOAMSXMMezzaninePCIePCIePCIe
VRAM128 GB192 GB80 GB32 GB16 GB12 GB24 GB
Memory Bandwidth3,700 GB/s5,300 GB/s3,350 GB/s—672 GB/s504 GB/s936 GB/s
TFLOPs (FP32)—163.467——40.135.6
TFLOPs (FP16)—1,3071,979————
TFLOPs1,8351,3071,9792758880.1671
TFLOPs (FP8)3,6702,6143,958————
TDP900 W750 W700 W300 W285 W285 W350 W
Launch DateApr 2024Dec 2023Sep 2022May 2021Jan 2024Jan 2023Sep 2020

Efficiency Metrics

MetricGaudi 3MI300XH100 SXMTPU v4GeForce RTX 4070 Ti SuperGeForce RTX 4070 TiGeForce RTX 3090
TFLOPs per Watt (FP32-eq)1.020.871.410.460.150.140.10
Memory Bandwidth per GB28.9 GB/s27.6 GB/s41.9 GB/s—42.0 GB/s42.0 GB/s39.0 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 3

AMD MI300X
Compute (FP32-eq)
1.40x
Need 1.40x MI300X
VRAM
0.67x
MI300X has 1.50x more
Memory Bandwidth
0.70x
MI300X has 1.43x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.93x
H100 SXM is 1.08x faster
VRAM
1.60x
Need 1.60x H100 SXM
Memory Bandwidth
1.10x
Need 1.10x H100 SXM
Google TPU v4
Compute (FP32-eq)
6.67x
Need 6.67x TPU v4
VRAM
4.00x
Need 4.00x TPU v4
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
20.85x
Need 20.85x GeForce RTX 4070 Ti Super
VRAM
8.00x
Need 8.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
5.51x
Need 5.51x GeForce RTX 4070 Ti Super
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
22.89x
Need 22.89x GeForce RTX 4070 Ti
VRAM
10.67x
Need 10.67x GeForce RTX 4070 Ti
Memory Bandwidth
7.34x
Need 7.34x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
25.85x
Need 25.85x GeForce RTX 3090
VRAM
5.33x
Need 5.33x GeForce RTX 3090
Memory Bandwidth
3.95x
Need 3.95x GeForce RTX 3090

To match 1x AMD MI300X

Intel Habana Gaudi 3
Compute (FP32-eq)
0.71x
Gaudi 3 is 1.40x faster
VRAM
1.50x
Need 1.50x Gaudi 3
Memory Bandwidth
1.43x
Need 1.43x Gaudi 3
NVIDIA H100 SXM
Compute (FP32-eq)
0.66x
H100 SXM is 1.51x faster
FP32 Compute
2.44x
Need 2.44x H100 SXM
VRAM
2.40x
Need 2.40x H100 SXM
Memory Bandwidth
1.58x
Need 1.58x H100 SXM
Google TPU v4
Compute (FP32-eq)
4.75x
Need 4.75x TPU v4
VRAM
6.00x
Need 6.00x TPU v4
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
14.85x
Need 14.85x GeForce RTX 4070 Ti Super
VRAM
12.00x
Need 12.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
7.89x
Need 7.89x GeForce RTX 4070 Ti Super
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
16.30x
Need 16.30x GeForce RTX 4070 Ti
FP32 Compute
4.07x
Need 4.07x GeForce RTX 4070 Ti
VRAM
16.00x
Need 16.00x GeForce RTX 4070 Ti
Memory Bandwidth
10.52x
Need 10.52x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
18.41x
Need 18.41x GeForce RTX 3090
FP32 Compute
4.59x
Need 4.59x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
5.66x
Need 5.66x GeForce RTX 3090

To match 1x NVIDIA H100 SXM

Intel Habana Gaudi 3
Compute (FP32-eq)
1.08x
Need 1.08x Gaudi 3
VRAM
0.63x
Gaudi 3 has 1.60x more
Memory Bandwidth
0.91x
Gaudi 3 has 1.10x more
AMD MI300X
Compute (FP32-eq)
1.51x
Need 1.51x MI300X
FP32 Compute
0.41x
MI300X is 2.44x faster
VRAM
0.42x
MI300X has 2.40x more
Memory Bandwidth
0.63x
MI300X has 1.58x more
Google TPU v4
Compute (FP32-eq)
7.20x
Need 7.20x TPU v4
VRAM
2.50x
Need 2.50x TPU v4
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
22.49x
Need 22.49x GeForce RTX 4070 Ti Super
VRAM
5.00x
Need 5.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
4.99x
Need 4.99x GeForce RTX 4070 Ti Super
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
24.69x
Need 24.69x GeForce RTX 4070 Ti
FP32 Compute
1.67x
Need 1.67x GeForce RTX 4070 Ti
VRAM
6.67x
Need 6.67x GeForce RTX 4070 Ti
Memory Bandwidth
6.65x
Need 6.65x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
27.87x
Need 27.87x GeForce RTX 3090
FP32 Compute
1.88x
Need 1.88x GeForce RTX 3090
VRAM
3.33x
Need 3.33x GeForce RTX 3090
Memory Bandwidth
3.58x
Need 3.58x GeForce RTX 3090

To match 1x Google TPU v4

Intel Habana Gaudi 3
Compute (FP32-eq)
0.15x
Gaudi 3 is 6.67x faster
VRAM
0.25x
Gaudi 3 has 4.00x more
AMD MI300X
Compute (FP32-eq)
0.21x
MI300X is 4.75x faster
VRAM
0.17x
MI300X has 6.00x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.14x
H100 SXM is 7.20x faster
VRAM
0.40x
H100 SXM has 2.50x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
3.13x
Need 3.13x GeForce RTX 4070 Ti Super
VRAM
2.00x
Need 2.00x GeForce RTX 4070 Ti Super
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
3.43x
Need 3.43x GeForce RTX 4070 Ti
VRAM
2.67x
Need 2.67x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.87x
Need 3.87x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090

To match 1x NVIDIA GeForce RTX 4070 Ti Super

Intel Habana Gaudi 3
Compute (FP32-eq)
0.05x
Gaudi 3 is 20.85x faster
VRAM
0.13x
Gaudi 3 has 8.00x more
Memory Bandwidth
0.18x
Gaudi 3 has 5.51x more
AMD MI300X
Compute (FP32-eq)
0.07x
MI300X is 14.85x faster
VRAM
0.08x
MI300X has 12.00x more
Memory Bandwidth
0.13x
MI300X has 7.89x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.04x
H100 SXM is 22.49x faster
VRAM
0.20x
H100 SXM has 5.00x more
Memory Bandwidth
0.20x
H100 SXM has 4.99x more
Google TPU v4
Compute (FP32-eq)
0.32x
TPU v4 is 3.13x faster
VRAM
0.50x
TPU v4 has 2.00x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
1.10x
Need 1.10x GeForce RTX 4070 Ti
VRAM
1.33x
Need 1.33x GeForce RTX 4070 Ti
Memory Bandwidth
1.33x
Need 1.33x GeForce RTX 4070 Ti
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

To match 1x NVIDIA GeForce RTX 4070 Ti

Intel Habana Gaudi 3
Compute (FP32-eq)
0.04x
Gaudi 3 is 22.89x faster
VRAM
0.09x
Gaudi 3 has 10.67x more
Memory Bandwidth
0.14x
Gaudi 3 has 7.34x more
AMD MI300X
Compute (FP32-eq)
0.06x
MI300X is 16.30x faster
FP32 Compute
0.25x
MI300X is 4.07x faster
VRAM
0.06x
MI300X has 16.00x more
Memory Bandwidth
0.10x
MI300X has 10.52x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.04x
H100 SXM is 24.69x faster
FP32 Compute
0.60x
H100 SXM is 1.67x faster
VRAM
0.15x
H100 SXM has 6.67x more
Memory Bandwidth
0.15x
H100 SXM has 6.65x more
Google TPU v4
Compute (FP32-eq)
0.29x
TPU v4 is 3.43x faster
VRAM
0.38x
TPU v4 has 2.67x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
0.91x
GeForce RTX 4070 Ti Super is 1.10x faster
VRAM
0.75x
GeForce RTX 4070 Ti Super has 1.33x more
Memory Bandwidth
0.75x
GeForce RTX 4070 Ti Super has 1.33x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.13x
Need 1.13x GeForce RTX 3090
FP32 Compute
1.13x
Need 1.13x GeForce RTX 3090
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.54x
GeForce RTX 3090 has 1.86x more

To match 1x NVIDIA GeForce RTX 3090

Intel Habana Gaudi 3
Compute (FP32-eq)
0.04x
Gaudi 3 is 25.85x faster
VRAM
0.19x
Gaudi 3 has 5.33x more
Memory Bandwidth
0.25x
Gaudi 3 has 3.95x more
AMD MI300X
Compute (FP32-eq)
0.05x
MI300X is 18.41x faster
FP32 Compute
0.22x
MI300X is 4.59x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.18x
MI300X has 5.66x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.04x
H100 SXM is 27.87x faster
FP32 Compute
0.53x
H100 SXM is 1.88x faster
VRAM
0.30x
H100 SXM has 3.33x more
Memory Bandwidth
0.28x
H100 SXM has 3.58x more
Google TPU v4
Compute (FP32-eq)
0.26x
TPU v4 is 3.87x faster
VRAM
0.75x
TPU v4 has 1.33x 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 GeForce RTX 4070 Ti
Compute (FP32-eq)
0.89x
GeForce RTX 4070 Ti is 1.13x faster
FP32 Compute
0.89x
GeForce RTX 4070 Ti is 1.13x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4070 Ti
Memory Bandwidth
1.86x
Need 1.86x GeForce RTX 4070 Ti

Pricing

Price TypeGaudi 3MI300XH100 SXMTPU v4GeForce RTX 4070 Ti SuperGeForce RTX 4070 TiGeForce RTX 3090
CAPEX (Street Price)$15,000$35,000$30,000————
OPEX (per hour)$1.20/hr$10.40/hr$3.50/hr$3.00/hr$0.12/hr$0.10/hr$0.11/hr
Price per TFLOPs (FP32-eq)$16$54$30————