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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 3Rebellions ATOMNVIDIA RTX 4500 Ada GenerationNVIDIA B100NVIDIA GeForce RTX 4070 TiNVIDIA GeForce RTX 3090NVIDIA P100
ArchitectureGaudi Gen3Rebellions NPUAda LovelaceBlackwellAda LovelaceAmperePascal
Form FactorOAM—PCIeSXMPCIePCIeSXM
VRAM128 GB64 GB24 GB192 GB12 GB24 GB16 GB
Memory Bandwidth3,700 GB/s—576 GB/s8,000 GB/s504 GB/s936 GB/s732 GB/s
TFLOPs (FP32)——48.54540.135.69.3
TFLOPs (FP16)———————
TFLOPs1,835—971,80080.16719.3
TFLOPs (FP8)3,670——————
TDP900 W200 W210 W700 W285 W350 W300 W
Launch DateApr 2024Jun 2023Mar 2023Mar 2024Jan 2023Sep 2020Apr 2016

Efficiency Metrics

MetricGaudi 3ATOMRTX 4500 Ada GenerationB100GeForce RTX 4070 TiGeForce RTX 3090P100
TFLOPs per Watt (FP32-eq)1.02—0.231.290.140.100.03
Memory Bandwidth per GB28.9 GB/s—24.0 GB/s41.7 GB/s42.0 GB/s39.0 GB/s45.8 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 3

Rebellions ATOM
VRAM
2.00x
Need 2.00x ATOM
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
18.92x
Need 18.92x RTX 4500 Ada Generation
VRAM
5.33x
Need 5.33x RTX 4500 Ada Generation
Memory Bandwidth
6.42x
Need 6.42x RTX 4500 Ada Generation
NVIDIA B100
Compute (FP32-eq)
1.02x
Need 1.02x B100
VRAM
0.67x
B100 has 1.50x more
Memory Bandwidth
0.46x
B100 has 2.16x more
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
NVIDIA P100
Compute (FP32-eq)
98.66x
Need 98.66x P100
VRAM
8.00x
Need 8.00x P100
Memory Bandwidth
5.05x
Need 5.05x P100

To match 1x Rebellions ATOM

Intel Habana Gaudi 3
VRAM
0.50x
Gaudi 3 has 2.00x more
NVIDIA RTX 4500 Ada Generation
VRAM
2.67x
Need 2.67x RTX 4500 Ada Generation
NVIDIA B100
VRAM
0.33x
B100 has 3.00x more
NVIDIA GeForce RTX 4070 Ti
VRAM
5.33x
Need 5.33x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
VRAM
2.67x
Need 2.67x GeForce RTX 3090
NVIDIA P100
VRAM
4.00x
Need 4.00x P100

To match 1x NVIDIA RTX 4500 Ada Generation

Intel Habana Gaudi 3
Compute (FP32-eq)
0.05x
Gaudi 3 is 18.92x faster
VRAM
0.19x
Gaudi 3 has 5.33x more
Memory Bandwidth
0.16x
Gaudi 3 has 6.42x more
Rebellions ATOM
VRAM
0.38x
ATOM has 2.67x more
NVIDIA B100
Compute (FP32-eq)
0.05x
B100 is 18.56x faster
FP32 Compute
1.08x
Need 1.08x B100
VRAM
0.13x
B100 has 8.00x more
Memory Bandwidth
0.07x
B100 has 13.89x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
1.21x
Need 1.21x GeForce RTX 4070 Ti
FP32 Compute
1.21x
Need 1.21x GeForce RTX 4070 Ti
VRAM
2.00x
Need 2.00x GeForce RTX 4070 Ti
Memory Bandwidth
1.14x
Need 1.14x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.37x
Need 1.37x GeForce RTX 3090
FP32 Compute
1.36x
Need 1.36x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.62x
GeForce RTX 3090 has 1.63x more
NVIDIA P100
Compute (FP32-eq)
5.22x
Need 5.22x P100
FP32 Compute
5.22x
Need 5.22x P100
VRAM
1.50x
Need 1.50x P100
Memory Bandwidth
0.79x
P100 has 1.27x more

To match 1x NVIDIA B100

Intel Habana Gaudi 3
Compute (FP32-eq)
0.98x
Gaudi 3 is 1.02x faster
VRAM
1.50x
Need 1.50x Gaudi 3
Memory Bandwidth
2.16x
Need 2.16x Gaudi 3
Rebellions ATOM
VRAM
3.00x
Need 3.00x ATOM
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
18.56x
Need 18.56x RTX 4500 Ada Generation
FP32 Compute
0.93x
RTX 4500 Ada Generation is 1.08x faster
VRAM
8.00x
Need 8.00x RTX 4500 Ada Generation
Memory Bandwidth
13.89x
Need 13.89x RTX 4500 Ada Generation
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
22.46x
Need 22.46x GeForce RTX 4070 Ti
FP32 Compute
1.12x
Need 1.12x GeForce RTX 4070 Ti
VRAM
16.00x
Need 16.00x GeForce RTX 4070 Ti
Memory Bandwidth
15.87x
Need 15.87x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
25.35x
Need 25.35x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
8.55x
Need 8.55x GeForce RTX 3090
NVIDIA P100
Compute (FP32-eq)
96.77x
Need 96.77x P100
FP32 Compute
4.84x
Need 4.84x P100
VRAM
12.00x
Need 12.00x P100
Memory Bandwidth
10.93x
Need 10.93x P100

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
Rebellions ATOM
VRAM
0.19x
ATOM has 5.33x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.83x
RTX 4500 Ada Generation is 1.21x faster
FP32 Compute
0.83x
RTX 4500 Ada Generation is 1.21x faster
VRAM
0.50x
RTX 4500 Ada Generation has 2.00x more
Memory Bandwidth
0.88x
RTX 4500 Ada Generation has 1.14x more
NVIDIA B100
Compute (FP32-eq)
0.04x
B100 is 22.46x faster
FP32 Compute
0.89x
B100 is 1.12x faster
VRAM
0.06x
B100 has 16.00x more
Memory Bandwidth
0.06x
B100 has 15.87x 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
NVIDIA P100
Compute (FP32-eq)
4.31x
Need 4.31x P100
FP32 Compute
4.31x
Need 4.31x P100
VRAM
0.75x
P100 has 1.33x more
Memory Bandwidth
0.69x
P100 has 1.45x 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
Rebellions ATOM
VRAM
0.38x
ATOM has 2.67x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.73x
RTX 4500 Ada Generation is 1.37x faster
FP32 Compute
0.73x
RTX 4500 Ada Generation is 1.36x faster
VRAM
1.00x
RTX 4500 Ada Generation has 1.00x more
Memory Bandwidth
1.63x
Need 1.63x RTX 4500 Ada Generation
NVIDIA B100
Compute (FP32-eq)
0.04x
B100 is 25.35x faster
FP32 Compute
0.79x
B100 is 1.26x faster
VRAM
0.13x
B100 has 8.00x more
Memory Bandwidth
0.12x
B100 has 8.55x more
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
NVIDIA P100
Compute (FP32-eq)
3.82x
Need 3.82x P100
FP32 Compute
3.83x
Need 3.83x P100
VRAM
1.50x
Need 1.50x P100
Memory Bandwidth
1.28x
Need 1.28x P100

To match 1x NVIDIA P100

Intel Habana Gaudi 3
Compute (FP32-eq)
0.01x
Gaudi 3 is 98.66x faster
VRAM
0.13x
Gaudi 3 has 8.00x more
Memory Bandwidth
0.20x
Gaudi 3 has 5.05x more
Rebellions ATOM
VRAM
0.25x
ATOM has 4.00x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.19x
RTX 4500 Ada Generation is 5.22x faster
FP32 Compute
0.19x
RTX 4500 Ada Generation is 5.22x faster
VRAM
0.67x
RTX 4500 Ada Generation has 1.50x more
Memory Bandwidth
1.27x
Need 1.27x RTX 4500 Ada Generation
NVIDIA B100
Compute (FP32-eq)
0.01x
B100 is 96.77x faster
FP32 Compute
0.21x
B100 is 4.84x faster
VRAM
0.08x
B100 has 12.00x more
Memory Bandwidth
0.09x
B100 has 10.93x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.23x
GeForce RTX 4070 Ti is 4.31x faster
FP32 Compute
0.23x
GeForce RTX 4070 Ti is 4.31x faster
VRAM
1.33x
Need 1.33x GeForce RTX 4070 Ti
Memory Bandwidth
1.45x
Need 1.45x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.26x
GeForce RTX 3090 is 3.82x faster
FP32 Compute
0.26x
GeForce RTX 3090 is 3.83x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.78x
GeForce RTX 3090 has 1.28x more

Pricing

Price TypeGaudi 3ATOMRTX 4500 Ada GenerationB100GeForce RTX 4070 TiGeForce RTX 3090P100
CAPEX (Street Price)$15,000——————
OPEX (per hour)$1.20/hr———$0.10/hr$0.11/hr$0.28/hr
Price per TFLOPs (FP32-eq)$16——————