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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

SpecificationGroq LPU Inference EngineAMD MI300XNVIDIA GeForce RTX 5060 TiNVIDIA B100NVIDIA P40NVIDIA GeForce GT 710NVIDIA A100 SXM
ArchitectureTSP (Tensor Streaming Processor)CDNA 3BlackwellBlackwellPascalKeplerAmpere
Form Factor—OAMPCIeSXMPCIePCIeSXM
VRAM230 GB192 GB16 GB192 GB24 GB2 GB80 GB
Memory Bandwidth—5,300 GB/s544 GB/s8,000 GB/s346 GB/s14.4 GB/s2,039 GB/s
TFLOPs (FP32)—163.42545120.36619.5
TFLOPs (FP16)—1,307————312
TFLOPs—1,307881,800120.366312
TFLOPs (FP8)—2,614—————
TDP300 W750 W220 W700 W250 W19 W400 W
Launch DateFeb 2024Dec 2023Mar 2025Mar 2024Sep 2016Mar 2014May 2020

Efficiency Metrics

MetricLPU Inference EngineMI300XGeForce RTX 5060 TiB100P40GeForce GT 710A100 SXM
TFLOPs per Watt (FP32-eq)—0.870.201.290.050.020.39
Memory Bandwidth per GB—27.6 GB/s34.0 GB/s41.7 GB/s14.4 GB/s7.2 GB/s25.5 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

AMD MI300X
VRAM
1.20x
Need 1.20x MI300X
NVIDIA GeForce RTX 5060 Ti
VRAM
14.38x
Need 14.38x GeForce RTX 5060 Ti
NVIDIA B100
VRAM
1.20x
Need 1.20x B100
NVIDIA P40
VRAM
9.58x
Need 9.58x P40
NVIDIA GeForce GT 710
VRAM
115.00x
Need 115.00x GeForce GT 710
NVIDIA A100 SXM
VRAM
2.88x
Need 2.88x A100 SXM

To match 1x AMD MI300X

Groq LPU Inference Engine
VRAM
0.83x
LPU Inference Engine has 1.20x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
14.85x
Need 14.85x GeForce RTX 5060 Ti
FP32 Compute
6.54x
Need 6.54x GeForce RTX 5060 Ti
VRAM
12.00x
Need 12.00x GeForce RTX 5060 Ti
Memory Bandwidth
9.74x
Need 9.74x GeForce RTX 5060 Ti
NVIDIA B100
Compute (FP32-eq)
0.73x
B100 is 1.38x faster
FP32 Compute
3.63x
Need 3.63x B100
VRAM
1.00x
B100 has 1.00x more
Memory Bandwidth
0.66x
B100 has 1.51x more
NVIDIA P40
Compute (FP32-eq)
54.46x
Need 54.46x P40
FP32 Compute
13.62x
Need 13.62x P40
VRAM
8.00x
Need 8.00x P40
Memory Bandwidth
15.32x
Need 15.32x P40
NVIDIA GeForce GT 710
Compute (FP32-eq)
1785.52x
Need 1785.52x GeForce GT 710
FP32 Compute
446.45x
Need 446.45x GeForce GT 710
VRAM
96.00x
Need 96.00x GeForce GT 710
Memory Bandwidth
368.06x
Need 368.06x GeForce GT 710
NVIDIA A100 SXM
Compute (FP32-eq)
4.19x
Need 4.19x A100 SXM
FP32 Compute
8.38x
Need 8.38x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
2.60x
Need 2.60x A100 SXM

To match 1x NVIDIA GeForce RTX 5060 Ti

Groq LPU Inference Engine
VRAM
0.07x
LPU Inference Engine has 14.38x more
AMD MI300X
Compute (FP32-eq)
0.07x
MI300X is 14.85x faster
FP32 Compute
0.15x
MI300X is 6.54x faster
VRAM
0.08x
MI300X has 12.00x more
Memory Bandwidth
0.10x
MI300X has 9.74x more
NVIDIA B100
Compute (FP32-eq)
0.05x
B100 is 20.45x faster
FP32 Compute
0.56x
B100 is 1.80x faster
VRAM
0.08x
B100 has 12.00x more
Memory Bandwidth
0.07x
B100 has 14.71x more
NVIDIA P40
Compute (FP32-eq)
3.67x
Need 3.67x P40
FP32 Compute
2.08x
Need 2.08x P40
VRAM
0.67x
P40 has 1.50x more
Memory Bandwidth
1.57x
Need 1.57x P40
NVIDIA GeForce GT 710
Compute (FP32-eq)
120.22x
Need 120.22x GeForce GT 710
FP32 Compute
68.31x
Need 68.31x GeForce GT 710
VRAM
8.00x
Need 8.00x GeForce GT 710
Memory Bandwidth
37.78x
Need 37.78x GeForce GT 710
NVIDIA A100 SXM
Compute (FP32-eq)
0.28x
A100 SXM is 3.55x faster
FP32 Compute
1.28x
Need 1.28x A100 SXM
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.27x
A100 SXM has 3.75x more

To match 1x NVIDIA B100

Groq LPU Inference Engine
VRAM
0.83x
LPU Inference Engine has 1.20x more
AMD MI300X
Compute (FP32-eq)
1.38x
Need 1.38x MI300X
FP32 Compute
0.28x
MI300X is 3.63x faster
VRAM
1.00x
MI300X has 1.00x more
Memory Bandwidth
1.51x
Need 1.51x MI300X
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
20.45x
Need 20.45x GeForce RTX 5060 Ti
FP32 Compute
1.80x
Need 1.80x GeForce RTX 5060 Ti
VRAM
12.00x
Need 12.00x GeForce RTX 5060 Ti
Memory Bandwidth
14.71x
Need 14.71x GeForce RTX 5060 Ti
NVIDIA P40
Compute (FP32-eq)
75.00x
Need 75.00x P40
FP32 Compute
3.75x
Need 3.75x P40
VRAM
8.00x
Need 8.00x P40
Memory Bandwidth
23.12x
Need 23.12x P40
NVIDIA GeForce GT 710
Compute (FP32-eq)
2459.02x
Need 2459.02x GeForce GT 710
FP32 Compute
122.95x
Need 122.95x GeForce GT 710
VRAM
96.00x
Need 96.00x GeForce GT 710
Memory Bandwidth
555.56x
Need 555.56x GeForce GT 710
NVIDIA A100 SXM
Compute (FP32-eq)
5.77x
Need 5.77x A100 SXM
FP32 Compute
2.31x
Need 2.31x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
3.92x
Need 3.92x A100 SXM

To match 1x NVIDIA P40

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
AMD MI300X
Compute (FP32-eq)
0.02x
MI300X is 54.46x faster
FP32 Compute
0.07x
MI300X is 13.62x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.07x
MI300X has 15.32x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.27x
GeForce RTX 5060 Ti is 3.67x faster
FP32 Compute
0.48x
GeForce RTX 5060 Ti is 2.08x faster
VRAM
1.50x
Need 1.50x GeForce RTX 5060 Ti
Memory Bandwidth
0.64x
GeForce RTX 5060 Ti has 1.57x more
NVIDIA B100
Compute (FP32-eq)
0.01x
B100 is 75.00x faster
FP32 Compute
0.27x
B100 is 3.75x faster
VRAM
0.13x
B100 has 8.00x more
Memory Bandwidth
0.04x
B100 has 23.12x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
32.79x
Need 32.79x GeForce GT 710
FP32 Compute
32.79x
Need 32.79x GeForce GT 710
VRAM
12.00x
Need 12.00x GeForce GT 710
Memory Bandwidth
24.03x
Need 24.03x GeForce GT 710
NVIDIA A100 SXM
Compute (FP32-eq)
0.08x
A100 SXM is 13.00x faster
FP32 Compute
0.62x
A100 SXM is 1.63x faster
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.17x
A100 SXM has 5.89x more

To match 1x NVIDIA GeForce GT 710

Groq LPU Inference Engine
VRAM
0.01x
LPU Inference Engine has 115.00x more
AMD MI300X
Compute (FP32-eq)
0.00x
MI300X is 1785.52x faster
FP32 Compute
0.00x
MI300X is 446.45x faster
VRAM
0.01x
MI300X has 96.00x more
Memory Bandwidth
0.00x
MI300X has 368.06x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.01x
GeForce RTX 5060 Ti is 120.22x faster
FP32 Compute
0.01x
GeForce RTX 5060 Ti is 68.31x faster
VRAM
0.13x
GeForce RTX 5060 Ti has 8.00x more
Memory Bandwidth
0.03x
GeForce RTX 5060 Ti has 37.78x more
NVIDIA B100
Compute (FP32-eq)
0.00x
B100 is 2459.02x faster
FP32 Compute
0.01x
B100 is 122.95x faster
VRAM
0.01x
B100 has 96.00x more
Memory Bandwidth
0.00x
B100 has 555.56x more
NVIDIA P40
Compute (FP32-eq)
0.03x
P40 is 32.79x faster
FP32 Compute
0.03x
P40 is 32.79x faster
VRAM
0.08x
P40 has 12.00x more
Memory Bandwidth
0.04x
P40 has 24.03x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.00x
A100 SXM is 426.23x faster
FP32 Compute
0.02x
A100 SXM is 53.28x faster
VRAM
0.03x
A100 SXM has 40.00x more
Memory Bandwidth
0.01x
A100 SXM has 141.60x more

To match 1x NVIDIA A100 SXM

Groq LPU Inference Engine
VRAM
0.35x
LPU Inference Engine has 2.88x more
AMD MI300X
Compute (FP32-eq)
0.24x
MI300X is 4.19x faster
FP32 Compute
0.12x
MI300X is 8.38x faster
VRAM
0.42x
MI300X has 2.40x more
Memory Bandwidth
0.38x
MI300X has 2.60x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
3.55x
Need 3.55x GeForce RTX 5060 Ti
FP32 Compute
0.78x
GeForce RTX 5060 Ti is 1.28x faster
VRAM
5.00x
Need 5.00x GeForce RTX 5060 Ti
Memory Bandwidth
3.75x
Need 3.75x GeForce RTX 5060 Ti
NVIDIA B100
Compute (FP32-eq)
0.17x
B100 is 5.77x faster
FP32 Compute
0.43x
B100 is 2.31x faster
VRAM
0.42x
B100 has 2.40x more
Memory Bandwidth
0.25x
B100 has 3.92x more
NVIDIA P40
Compute (FP32-eq)
13.00x
Need 13.00x P40
FP32 Compute
1.63x
Need 1.63x P40
VRAM
3.33x
Need 3.33x P40
Memory Bandwidth
5.89x
Need 5.89x P40
NVIDIA GeForce GT 710
Compute (FP32-eq)
426.23x
Need 426.23x GeForce GT 710
FP32 Compute
53.28x
Need 53.28x GeForce GT 710
VRAM
40.00x
Need 40.00x GeForce GT 710
Memory Bandwidth
141.60x
Need 141.60x GeForce GT 710

Pricing

Price TypeLPU Inference EngineMI300XGeForce RTX 5060 TiB100P40GeForce GT 710A100 SXM
CAPEX (Street Price)—$35,000————$15,000
OPEX (per hour)—$10.40/hr$0.09/hr—$2.07/hr$0.07/hr$4.05/hr
Price per TFLOPs (FP32-eq)—$54————$96