Compare XPUs

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Showing 128 XPUs • 6 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

SpecificationGroq LPU Inference EngineGoogle TPU v5pAMD MI300XNVIDIA GeForce GT 730NVIDIA GeForce RTX 3090NVIDIA L40
ArchitectureTSP (Tensor Streaming Processor)TPU v5CDNA 3KeplerAmpereAda Lovelace
Form Factor—MezzanineOAMPCIePCIePCIe
VRAM230 GB95 GB192 GB2 GB24 GB48 GB
Memory Bandwidth——5,300 GB/s28.5 GB/s936 GB/s864 GB/s
TFLOPs (FP32)——163.40.69335.645
TFLOPs (FP16)——1,307———
TFLOPs—4591,3070.69371181.05
TFLOPs (FP8)——2,614———
TDP300 W400 W750 W49 W350 W300 W
Launch DateFeb 2024Aug 2023Dec 2023Jun 2014Sep 2020Oct 2022

Efficiency Metrics

MetricLPU Inference EngineTPU v5pMI300XGeForce GT 730GeForce RTX 3090L40
TFLOPs per Watt (FP32-eq)—0.570.870.010.100.30
Memory Bandwidth per GB——27.6 GB/s14.3 GB/s39.0 GB/s18.0 GB/s

Performance Equivalence

How many units of each GPU are needed to match the performance of the others?

To match 1x Groq LPU Inference Engine

Google TPU v5p
VRAM
2.42x
Need 2.42x TPU v5p
AMD MI300X
VRAM
1.20x
Need 1.20x MI300X
NVIDIA GeForce GT 730
VRAM
115.00x
Need 115.00x GeForce GT 730
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090
NVIDIA L40
VRAM
4.79x
Need 4.79x L40

To match 1x Google TPU v5p

Groq LPU Inference Engine
VRAM
0.41x
LPU Inference Engine has 2.42x more
AMD MI300X
Compute (FP32-eq)
0.35x
MI300X is 2.85x faster
VRAM
0.49x
MI300X has 2.02x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
331.17x
Need 331.17x GeForce GT 730
VRAM
47.50x
Need 47.50x GeForce GT 730
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
6.46x
Need 6.46x GeForce RTX 3090
VRAM
3.96x
Need 3.96x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
2.54x
Need 2.54x L40
VRAM
1.98x
Need 1.98x L40

To match 1x AMD MI300X

Groq LPU Inference Engine
VRAM
0.83x
LPU Inference Engine has 1.20x more
Google TPU v5p
Compute (FP32-eq)
2.85x
Need 2.85x TPU v5p
VRAM
2.02x
Need 2.02x TPU v5p
NVIDIA GeForce GT 730
Compute (FP32-eq)
943.00x
Need 943.00x GeForce GT 730
FP32 Compute
235.79x
Need 235.79x GeForce GT 730
VRAM
96.00x
Need 96.00x GeForce GT 730
Memory Bandwidth
185.96x
Need 185.96x GeForce GT 730
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
NVIDIA L40
Compute (FP32-eq)
7.22x
Need 7.22x L40
FP32 Compute
3.63x
Need 3.63x L40
VRAM
4.00x
Need 4.00x L40
Memory Bandwidth
6.13x
Need 6.13x L40

To match 1x NVIDIA GeForce GT 730

Groq LPU Inference Engine
VRAM
0.01x
LPU Inference Engine has 115.00x more
Google TPU v5p
Compute (FP32-eq)
0.00x
TPU v5p is 331.17x faster
VRAM
0.02x
TPU v5p has 47.50x more
AMD MI300X
Compute (FP32-eq)
0.00x
MI300X is 943.00x faster
FP32 Compute
0.00x
MI300X is 235.79x faster
VRAM
0.01x
MI300X has 96.00x more
Memory Bandwidth
0.01x
MI300X has 185.96x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.02x
GeForce RTX 3090 is 51.23x faster
FP32 Compute
0.02x
GeForce RTX 3090 is 51.37x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.03x
GeForce RTX 3090 has 32.84x more
NVIDIA L40
Compute (FP32-eq)
0.01x
L40 is 130.63x faster
FP32 Compute
0.02x
L40 is 64.94x faster
VRAM
0.04x
L40 has 24.00x more
Memory Bandwidth
0.03x
L40 has 30.32x more

To match 1x NVIDIA GeForce RTX 3090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
Google TPU v5p
Compute (FP32-eq)
0.15x
TPU v5p is 6.46x faster
VRAM
0.25x
TPU v5p has 3.96x 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 GeForce GT 730
Compute (FP32-eq)
51.23x
Need 51.23x GeForce GT 730
FP32 Compute
51.37x
Need 51.37x GeForce GT 730
VRAM
12.00x
Need 12.00x GeForce GT 730
Memory Bandwidth
32.84x
Need 32.84x GeForce GT 730
NVIDIA L40
Compute (FP32-eq)
0.39x
L40 is 2.55x faster
FP32 Compute
0.79x
L40 is 1.26x faster
VRAM
0.50x
L40 has 2.00x more
Memory Bandwidth
1.08x
Need 1.08x L40

To match 1x NVIDIA L40

Groq LPU Inference Engine
VRAM
0.21x
LPU Inference Engine has 4.79x more
Google TPU v5p
Compute (FP32-eq)
0.39x
TPU v5p is 2.54x faster
VRAM
0.51x
TPU v5p has 1.98x more
AMD MI300X
Compute (FP32-eq)
0.14x
MI300X is 7.22x faster
FP32 Compute
0.28x
MI300X is 3.63x faster
VRAM
0.25x
MI300X has 4.00x more
Memory Bandwidth
0.16x
MI300X has 6.13x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
130.63x
Need 130.63x GeForce GT 730
FP32 Compute
64.94x
Need 64.94x GeForce GT 730
VRAM
24.00x
Need 24.00x GeForce GT 730
Memory Bandwidth
30.32x
Need 30.32x GeForce GT 730
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.55x
Need 2.55x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.92x
GeForce RTX 3090 has 1.08x more

Pricing

Price TypeLPU Inference EngineTPU v5pMI300XGeForce GT 730GeForce RTX 3090L40
CAPEX (Street Price)——$35,000———
OPEX (per hour)—$5.00/hr$10.40/hr$0.04/hr$0.11/hr$0.69/hr
Price per TFLOPs (FP32-eq)——$54———