Compare XPUs

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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 2Graphcore Bow IPUAMD MI300XGoogle TPU v4NVIDIA GeForce RTX 4070 Ti SuperNVIDIA GeForce GTX 1050 TiNVIDIA GeForce RTX 3090
ArchitectureGaudi Gen2Bow-2000CDNA 3TPU v4Ada LovelacePascalAmpere
Form FactorOAM—OAMMezzaninePCIePCIePCIe
VRAM96 GB3.6 GB192 GB32 GB16 GB4 GB24 GB
Memory Bandwidth2,450 GB/s—5,300 GB/s—672 GB/s112 GB/s936 GB/s
TFLOPs (FP32)——163.4——2.13835.6
TFLOPs (FP16)—1,0001,307————
TFLOPs432—1,307275882.13871
TFLOPs (FP8)——2,614————
TDP600 W200 W750 W300 W285 W75 W350 W
Launch DateMay 2022Mar 2022Dec 2023May 2021Jan 2024Oct 2016Sep 2020

Efficiency Metrics

MetricGaudi 2Bow IPUMI300XTPU v4GeForce RTX 4070 Ti SuperGeForce GTX 1050 TiGeForce RTX 3090
TFLOPs per Watt (FP32-eq)0.36—0.870.460.150.030.10
Memory Bandwidth per GB25.5 GB/s—27.6 GB/s—42.0 GB/s28.0 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 2

Graphcore Bow IPU
VRAM
26.67x
Need 26.67x Bow IPU
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
Google TPU v4
Compute (FP32-eq)
1.57x
Need 1.57x TPU v4
VRAM
3.00x
Need 3.00x TPU v4
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 1050 Ti
Compute (FP32-eq)
101.03x
Need 101.03x GeForce GTX 1050 Ti
VRAM
24.00x
Need 24.00x GeForce GTX 1050 Ti
Memory Bandwidth
21.88x
Need 21.88x GeForce GTX 1050 Ti
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

To match 1x Graphcore Bow IPU

Intel Habana Gaudi 2
VRAM
0.04x
Gaudi 2 has 26.67x more
AMD MI300X
VRAM
0.02x
MI300X has 53.33x more
Google TPU v4
VRAM
0.11x
TPU v4 has 8.89x more
NVIDIA GeForce RTX 4070 Ti Super
VRAM
0.23x
GeForce RTX 4070 Ti Super has 4.44x more
NVIDIA GeForce GTX 1050 Ti
VRAM
0.90x
GeForce GTX 1050 Ti has 1.11x more
NVIDIA GeForce RTX 3090
VRAM
0.15x
GeForce RTX 3090 has 6.67x more

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
Graphcore Bow IPU
VRAM
53.33x
Need 53.33x Bow IPU
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 GTX 1050 Ti
Compute (FP32-eq)
305.66x
Need 305.66x GeForce GTX 1050 Ti
FP32 Compute
76.43x
Need 76.43x GeForce GTX 1050 Ti
VRAM
48.00x
Need 48.00x GeForce GTX 1050 Ti
Memory Bandwidth
47.32x
Need 47.32x GeForce GTX 1050 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 Google TPU v4

Intel Habana Gaudi 2
Compute (FP32-eq)
0.64x
Gaudi 2 is 1.57x faster
VRAM
0.33x
Gaudi 2 has 3.00x more
Graphcore Bow IPU
VRAM
8.89x
Need 8.89x Bow IPU
AMD MI300X
Compute (FP32-eq)
0.21x
MI300X is 4.75x faster
VRAM
0.17x
MI300X has 6.00x 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 GTX 1050 Ti
Compute (FP32-eq)
64.31x
Need 64.31x GeForce GTX 1050 Ti
VRAM
8.00x
Need 8.00x GeForce GTX 1050 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 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
Graphcore Bow IPU
VRAM
4.44x
Need 4.44x Bow IPU
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
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 GTX 1050 Ti
Compute (FP32-eq)
20.58x
Need 20.58x GeForce GTX 1050 Ti
VRAM
4.00x
Need 4.00x GeForce GTX 1050 Ti
Memory Bandwidth
6.00x
Need 6.00x GeForce GTX 1050 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 GTX 1050 Ti

Intel Habana Gaudi 2
Compute (FP32-eq)
0.01x
Gaudi 2 is 101.03x faster
VRAM
0.04x
Gaudi 2 has 24.00x more
Memory Bandwidth
0.05x
Gaudi 2 has 21.88x more
Graphcore Bow IPU
VRAM
1.11x
Need 1.11x Bow IPU
AMD MI300X
Compute (FP32-eq)
0.00x
MI300X is 305.66x faster
FP32 Compute
0.01x
MI300X is 76.43x faster
VRAM
0.02x
MI300X has 48.00x more
Memory Bandwidth
0.02x
MI300X has 47.32x more
Google TPU v4
Compute (FP32-eq)
0.02x
TPU v4 is 64.31x faster
VRAM
0.13x
TPU v4 has 8.00x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
0.05x
GeForce RTX 4070 Ti Super is 20.58x faster
VRAM
0.25x
GeForce RTX 4070 Ti Super has 4.00x more
Memory Bandwidth
0.17x
GeForce RTX 4070 Ti Super has 6.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.06x
GeForce RTX 3090 is 16.60x faster
FP32 Compute
0.06x
GeForce RTX 3090 is 16.65x faster
VRAM
0.17x
GeForce RTX 3090 has 6.00x more
Memory Bandwidth
0.12x
GeForce RTX 3090 has 8.36x 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
Graphcore Bow IPU
VRAM
6.67x
Need 6.67x Bow IPU
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
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 GTX 1050 Ti
Compute (FP32-eq)
16.60x
Need 16.60x GeForce GTX 1050 Ti
FP32 Compute
16.65x
Need 16.65x GeForce GTX 1050 Ti
VRAM
6.00x
Need 6.00x GeForce GTX 1050 Ti
Memory Bandwidth
8.36x
Need 8.36x GeForce GTX 1050 Ti

Pricing

Price TypeGaudi 2Bow IPUMI300XTPU v4GeForce RTX 4070 Ti SuperGeForce GTX 1050 TiGeForce RTX 3090
CAPEX (Street Price)——$35,000————
OPEX (per hour)——$10.40/hr$3.00/hr$0.12/hr$0.04/hr$0.11/hr
Price per TFLOPs (FP32-eq)——$54————