Compare XPUs

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

Select XPUs to Compare

Showing 128 XPUs6 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 EngineFuriosaAI WarboyNVIDIA K80NVIDIA GeForce GT 730NVIDIA GeForce RTX 3090NVIDIA GH200
ArchitectureTSP (Tensor Streaming Processor)FuriosaAI NPUKeplerKeplerAmpereHopper
Form FactorPCIePCIePCIeSXM
VRAM230 GB32 GB24 GB2 GB24 GB96 GB
Memory Bandwidth480 GB/s28.5 GB/s936 GB/s4,000 GB/s
TFLOPs (FP32)8.730.69335.667
TFLOPs (FP16)
TFLOPs8.730.69371989
TFLOPs (FP8)
TDP300 W80 W300 W49 W350 W1000 W
Launch DateFeb 2024Oct 2021Nov 2014Jun 2014Sep 2020May 2023

Efficiency Metrics

MetricLPU Inference EngineWarboyK80GeForce GT 730GeForce RTX 3090GH200
TFLOPs per Watt (FP32-eq)0.030.010.100.49
Memory Bandwidth per GB20.0 GB/s14.3 GB/s39.0 GB/s41.7 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

FuriosaAI Warboy
VRAM
7.19x
Need 7.19x Warboy
NVIDIA K80
VRAM
9.58x
Need 9.58x K80
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 GH200
VRAM
2.40x
Need 2.40x GH200

To match 1x FuriosaAI Warboy

Groq LPU Inference Engine
VRAM
0.14x
LPU Inference Engine has 7.19x more
NVIDIA K80
VRAM
1.33x
Need 1.33x K80
NVIDIA GeForce GT 730
VRAM
16.00x
Need 16.00x GeForce GT 730
NVIDIA GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA GH200
VRAM
0.33x
GH200 has 3.00x more

To match 1x NVIDIA K80

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
FuriosaAI Warboy
VRAM
0.75x
Warboy has 1.33x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
12.60x
Need 12.60x GeForce GT 730
FP32 Compute
12.60x
Need 12.60x GeForce GT 730
VRAM
12.00x
Need 12.00x GeForce GT 730
Memory Bandwidth
16.84x
Need 16.84x GeForce GT 730
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.25x
GeForce RTX 3090 is 4.07x faster
FP32 Compute
0.25x
GeForce RTX 3090 is 4.08x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.51x
GeForce RTX 3090 has 1.95x more
NVIDIA GH200
Compute (FP32-eq)
0.02x
GH200 is 56.64x faster
FP32 Compute
0.13x
GH200 is 7.67x faster
VRAM
0.25x
GH200 has 4.00x more
Memory Bandwidth
0.12x
GH200 has 8.33x more

To match 1x NVIDIA GeForce GT 730

Groq LPU Inference Engine
VRAM
0.01x
LPU Inference Engine has 115.00x more
FuriosaAI Warboy
VRAM
0.06x
Warboy has 16.00x more
NVIDIA K80
Compute (FP32-eq)
0.08x
K80 is 12.60x faster
FP32 Compute
0.08x
K80 is 12.60x faster
VRAM
0.08x
K80 has 12.00x more
Memory Bandwidth
0.06x
K80 has 16.84x 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 GH200
Compute (FP32-eq)
0.00x
GH200 is 713.56x faster
FP32 Compute
0.01x
GH200 is 96.68x faster
VRAM
0.02x
GH200 has 48.00x more
Memory Bandwidth
0.01x
GH200 has 140.35x more

To match 1x NVIDIA GeForce RTX 3090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
FuriosaAI Warboy
VRAM
0.75x
Warboy has 1.33x more
NVIDIA K80
Compute (FP32-eq)
4.07x
Need 4.07x K80
FP32 Compute
4.08x
Need 4.08x K80
VRAM
1.00x
K80 has 1.00x more
Memory Bandwidth
1.95x
Need 1.95x K80
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 GH200
Compute (FP32-eq)
0.07x
GH200 is 13.93x faster
FP32 Compute
0.53x
GH200 is 1.88x faster
VRAM
0.25x
GH200 has 4.00x more
Memory Bandwidth
0.23x
GH200 has 4.27x more

To match 1x NVIDIA GH200

Groq LPU Inference Engine
VRAM
0.42x
LPU Inference Engine has 2.40x more
FuriosaAI Warboy
VRAM
3.00x
Need 3.00x Warboy
NVIDIA K80
Compute (FP32-eq)
56.64x
Need 56.64x K80
FP32 Compute
7.67x
Need 7.67x K80
VRAM
4.00x
Need 4.00x K80
Memory Bandwidth
8.33x
Need 8.33x K80
NVIDIA GeForce GT 730
Compute (FP32-eq)
713.56x
Need 713.56x GeForce GT 730
FP32 Compute
96.68x
Need 96.68x GeForce GT 730
VRAM
48.00x
Need 48.00x GeForce GT 730
Memory Bandwidth
140.35x
Need 140.35x GeForce GT 730
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
13.93x
Need 13.93x GeForce RTX 3090
FP32 Compute
1.88x
Need 1.88x GeForce RTX 3090
VRAM
4.00x
Need 4.00x GeForce RTX 3090
Memory Bandwidth
4.27x
Need 4.27x GeForce RTX 3090

Pricing

Price TypeLPU Inference EngineWarboyK80GeForce GT 730GeForce RTX 3090GH200
CAPEX (Street Price)
OPEX (per hour)$0.18/hr$0.04/hr$0.11/hr$1.49/hr
Price per TFLOPs (FP32-eq)