Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Clear all (5)Jump to results
Showing 128 XPUs • 5 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 2Intel Habana Gaudi 3AMD MI300XNVIDIA GeForce GTX 1080 TiNVIDIA V100S
ArchitectureGaudi Gen2Gaudi Gen3CDNA 3PascalVolta
Form FactorOAMOAMOAMPCIePCIe
VRAM96 GB128 GB192 GB11 GB32 GB
Memory Bandwidth2,450 GB/s3,700 GB/s5,300 GB/s484 GB/s1,134 GB/s
TFLOPs (FP32)——163.411.3416.4
TFLOPs (FP16)——1,307——
TFLOPs4321,8351,30711.3416.4
TFLOPs (FP8)—3,6702,614——
TDP600 W900 W750 W250 W250 W
Launch DateMay 2022Apr 2024Dec 2023Mar 2017Nov 2019

Efficiency Metrics

MetricGaudi 2Gaudi 3MI300XGeForce GTX 1080 TiV100S
TFLOPs per Watt (FP32-eq)0.361.020.870.050.07
Memory Bandwidth per GB25.5 GB/s28.9 GB/s27.6 GB/s44.0 GB/s35.4 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

Intel Habana Gaudi 3
Compute (FP32-eq)
0.24x
Gaudi 3 is 4.25x faster
VRAM
0.75x
Gaudi 3 has 1.33x more
Memory Bandwidth
0.66x
Gaudi 3 has 1.51x more
AMD MI300X
Compute (FP32-eq)
0.33x
MI300X is 3.03x faster
VRAM
0.50x
MI300X has 2.00x more
Memory Bandwidth
0.46x
MI300X has 2.16x more
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
19.05x
Need 19.05x GeForce GTX 1080 Ti
VRAM
8.73x
Need 8.73x GeForce GTX 1080 Ti
Memory Bandwidth
5.06x
Need 5.06x GeForce GTX 1080 Ti
NVIDIA V100S
Compute (FP32-eq)
13.17x
Need 13.17x V100S
VRAM
3.00x
Need 3.00x V100S
Memory Bandwidth
2.16x
Need 2.16x V100S

To match 1x Intel Habana Gaudi 3

Intel Habana Gaudi 2
Compute (FP32-eq)
4.25x
Need 4.25x Gaudi 2
VRAM
1.33x
Need 1.33x Gaudi 2
Memory Bandwidth
1.51x
Need 1.51x Gaudi 2
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 GeForce GTX 1080 Ti
Compute (FP32-eq)
80.91x
Need 80.91x GeForce GTX 1080 Ti
VRAM
11.64x
Need 11.64x GeForce GTX 1080 Ti
Memory Bandwidth
7.64x
Need 7.64x GeForce GTX 1080 Ti
NVIDIA V100S
Compute (FP32-eq)
55.95x
Need 55.95x V100S
VRAM
4.00x
Need 4.00x V100S
Memory Bandwidth
3.26x
Need 3.26x V100S

To match 1x AMD MI300X

Intel Habana Gaudi 2
Compute (FP32-eq)
3.03x
Need 3.03x Gaudi 2
VRAM
2.00x
Need 2.00x Gaudi 2
Memory Bandwidth
2.16x
Need 2.16x Gaudi 2
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 GeForce GTX 1080 Ti
Compute (FP32-eq)
57.63x
Need 57.63x GeForce GTX 1080 Ti
FP32 Compute
14.41x
Need 14.41x GeForce GTX 1080 Ti
VRAM
17.45x
Need 17.45x GeForce GTX 1080 Ti
Memory Bandwidth
10.95x
Need 10.95x GeForce GTX 1080 Ti
NVIDIA V100S
Compute (FP32-eq)
39.85x
Need 39.85x V100S
FP32 Compute
9.96x
Need 9.96x V100S
VRAM
6.00x
Need 6.00x V100S
Memory Bandwidth
4.67x
Need 4.67x V100S

To match 1x NVIDIA GeForce GTX 1080 Ti

Intel Habana Gaudi 2
Compute (FP32-eq)
0.05x
Gaudi 2 is 19.05x faster
VRAM
0.11x
Gaudi 2 has 8.73x more
Memory Bandwidth
0.20x
Gaudi 2 has 5.06x more
Intel Habana Gaudi 3
Compute (FP32-eq)
0.01x
Gaudi 3 is 80.91x faster
VRAM
0.09x
Gaudi 3 has 11.64x more
Memory Bandwidth
0.13x
Gaudi 3 has 7.64x more
AMD MI300X
Compute (FP32-eq)
0.02x
MI300X is 57.63x faster
FP32 Compute
0.07x
MI300X is 14.41x faster
VRAM
0.06x
MI300X has 17.45x more
Memory Bandwidth
0.09x
MI300X has 10.95x more
NVIDIA V100S
Compute (FP32-eq)
0.69x
V100S is 1.45x faster
FP32 Compute
0.69x
V100S is 1.45x faster
VRAM
0.34x
V100S has 2.91x more
Memory Bandwidth
0.43x
V100S has 2.34x more

To match 1x NVIDIA V100S

Intel Habana Gaudi 2
Compute (FP32-eq)
0.08x
Gaudi 2 is 13.17x faster
VRAM
0.33x
Gaudi 2 has 3.00x more
Memory Bandwidth
0.46x
Gaudi 2 has 2.16x more
Intel Habana Gaudi 3
Compute (FP32-eq)
0.02x
Gaudi 3 is 55.95x faster
VRAM
0.25x
Gaudi 3 has 4.00x more
Memory Bandwidth
0.31x
Gaudi 3 has 3.26x more
AMD MI300X
Compute (FP32-eq)
0.03x
MI300X is 39.85x faster
FP32 Compute
0.10x
MI300X is 9.96x faster
VRAM
0.17x
MI300X has 6.00x more
Memory Bandwidth
0.21x
MI300X has 4.67x more
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
1.45x
Need 1.45x GeForce GTX 1080 Ti
FP32 Compute
1.45x
Need 1.45x GeForce GTX 1080 Ti
VRAM
2.91x
Need 2.91x GeForce GTX 1080 Ti
Memory Bandwidth
2.34x
Need 2.34x GeForce GTX 1080 Ti

Pricing

Price TypeGaudi 2Gaudi 3MI300XGeForce GTX 1080 TiV100S
CAPEX (Street Price)—$15,000$35,000——
OPEX (per hour)—$1.20/hr$10.40/hr$0.04/hr$0.88/hr
Price per TFLOPs (FP32-eq)—$16$54——