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 EngineNVIDIA RTX 6000 BlackwellNVIDIA GeForce GTX 1080 TiNVIDIA GeForce RTX 3090NVIDIA RTX A5000NVIDIA T4
ArchitectureTSP (Tensor Streaming Processor)BlackwellPascalAmpereAmpereTuring
Form Factor—PCIePCIePCIePCIePCIe
VRAM230 GB96 GB11 GB24 GB24 GB16 GB
Memory Bandwidth—1,536 GB/s484 GB/s936 GB/s768 GB/s320 GB/s
TFLOPs (FP32)—18111.3435.627.88.1
TFLOPs (FP16)——————
TFLOPs—36211.347154.265
TFLOPs (FP8)——————
TDP300 W300 W250 W350 W230 W70 W
Launch DateFeb 2024Jan 2025Mar 2017Sep 2020Apr 2021Sep 2018

Efficiency Metrics

MetricLPU Inference EngineRTX 6000 BlackwellGeForce GTX 1080 TiGeForce RTX 3090RTX A5000T4
TFLOPs per Watt (FP32-eq)—0.600.050.100.120.46
Memory Bandwidth per GB—16.0 GB/s44.0 GB/s39.0 GB/s32.0 GB/s20.0 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

NVIDIA RTX 6000 Blackwell
VRAM
2.40x
Need 2.40x RTX 6000 Blackwell
NVIDIA GeForce GTX 1080 Ti
VRAM
20.91x
Need 20.91x GeForce GTX 1080 Ti
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090
NVIDIA RTX A5000
VRAM
9.58x
Need 9.58x RTX A5000
NVIDIA T4
VRAM
14.38x
Need 14.38x T4

To match 1x NVIDIA RTX 6000 Blackwell

Groq LPU Inference Engine
VRAM
0.42x
LPU Inference Engine has 2.40x more
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
15.96x
Need 15.96x GeForce GTX 1080 Ti
FP32 Compute
15.96x
Need 15.96x GeForce GTX 1080 Ti
VRAM
8.73x
Need 8.73x GeForce GTX 1080 Ti
Memory Bandwidth
3.17x
Need 3.17x GeForce GTX 1080 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
5.10x
Need 5.10x GeForce RTX 3090
FP32 Compute
5.08x
Need 5.08x GeForce RTX 3090
VRAM
4.00x
Need 4.00x GeForce RTX 3090
Memory Bandwidth
1.64x
Need 1.64x GeForce RTX 3090
NVIDIA RTX A5000
Compute (FP32-eq)
6.68x
Need 6.68x RTX A5000
FP32 Compute
6.51x
Need 6.51x RTX A5000
VRAM
4.00x
Need 4.00x RTX A5000
Memory Bandwidth
2.00x
Need 2.00x RTX A5000
NVIDIA T4
Compute (FP32-eq)
5.57x
Need 5.57x T4
FP32 Compute
22.35x
Need 22.35x T4
VRAM
6.00x
Need 6.00x T4
Memory Bandwidth
4.80x
Need 4.80x T4

To match 1x NVIDIA GeForce GTX 1080 Ti

Groq LPU Inference Engine
VRAM
0.05x
LPU Inference Engine has 20.91x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.06x
RTX 6000 Blackwell is 15.96x faster
FP32 Compute
0.06x
RTX 6000 Blackwell is 15.96x faster
VRAM
0.11x
RTX 6000 Blackwell has 8.73x more
Memory Bandwidth
0.32x
RTX 6000 Blackwell has 3.17x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.32x
GeForce RTX 3090 is 3.13x faster
FP32 Compute
0.32x
GeForce RTX 3090 is 3.14x faster
VRAM
0.46x
GeForce RTX 3090 has 2.18x more
Memory Bandwidth
0.52x
GeForce RTX 3090 has 1.93x more
NVIDIA RTX A5000
Compute (FP32-eq)
0.42x
RTX A5000 is 2.39x faster
FP32 Compute
0.41x
RTX A5000 is 2.45x faster
VRAM
0.46x
RTX A5000 has 2.18x more
Memory Bandwidth
0.63x
RTX A5000 has 1.59x more
NVIDIA T4
Compute (FP32-eq)
0.35x
T4 is 2.87x faster
FP32 Compute
1.40x
Need 1.40x T4
VRAM
0.69x
T4 has 1.45x more
Memory Bandwidth
1.51x
Need 1.51x T4

To match 1x NVIDIA GeForce RTX 3090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.20x
RTX 6000 Blackwell is 5.10x faster
FP32 Compute
0.20x
RTX 6000 Blackwell is 5.08x faster
VRAM
0.25x
RTX 6000 Blackwell has 4.00x more
Memory Bandwidth
0.61x
RTX 6000 Blackwell has 1.64x more
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
3.13x
Need 3.13x GeForce GTX 1080 Ti
FP32 Compute
3.14x
Need 3.14x GeForce GTX 1080 Ti
VRAM
2.18x
Need 2.18x GeForce GTX 1080 Ti
Memory Bandwidth
1.93x
Need 1.93x GeForce GTX 1080 Ti
NVIDIA RTX A5000
Compute (FP32-eq)
1.31x
Need 1.31x RTX A5000
FP32 Compute
1.28x
Need 1.28x RTX A5000
VRAM
1.00x
RTX A5000 has 1.00x more
Memory Bandwidth
1.22x
Need 1.22x RTX A5000
NVIDIA T4
Compute (FP32-eq)
1.09x
Need 1.09x T4
FP32 Compute
4.40x
Need 4.40x T4
VRAM
1.50x
Need 1.50x T4
Memory Bandwidth
2.92x
Need 2.92x T4

To match 1x NVIDIA RTX A5000

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.15x
RTX 6000 Blackwell is 6.68x faster
FP32 Compute
0.15x
RTX 6000 Blackwell is 6.51x faster
VRAM
0.25x
RTX 6000 Blackwell has 4.00x more
Memory Bandwidth
0.50x
RTX 6000 Blackwell has 2.00x more
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
2.39x
Need 2.39x GeForce GTX 1080 Ti
FP32 Compute
2.45x
Need 2.45x GeForce GTX 1080 Ti
VRAM
2.18x
Need 2.18x GeForce GTX 1080 Ti
Memory Bandwidth
1.59x
Need 1.59x GeForce GTX 1080 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.76x
GeForce RTX 3090 is 1.31x faster
FP32 Compute
0.78x
GeForce RTX 3090 is 1.28x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.82x
GeForce RTX 3090 has 1.22x more
NVIDIA T4
Compute (FP32-eq)
0.83x
T4 is 1.20x faster
FP32 Compute
3.43x
Need 3.43x T4
VRAM
1.50x
Need 1.50x T4
Memory Bandwidth
2.40x
Need 2.40x T4

To match 1x NVIDIA T4

Groq LPU Inference Engine
VRAM
0.07x
LPU Inference Engine has 14.38x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.18x
RTX 6000 Blackwell is 5.57x faster
FP32 Compute
0.04x
RTX 6000 Blackwell is 22.35x faster
VRAM
0.17x
RTX 6000 Blackwell has 6.00x more
Memory Bandwidth
0.21x
RTX 6000 Blackwell has 4.80x more
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
2.87x
Need 2.87x GeForce GTX 1080 Ti
FP32 Compute
0.71x
GeForce GTX 1080 Ti is 1.40x faster
VRAM
1.45x
Need 1.45x GeForce GTX 1080 Ti
Memory Bandwidth
0.66x
GeForce GTX 1080 Ti has 1.51x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.92x
GeForce RTX 3090 is 1.09x faster
FP32 Compute
0.23x
GeForce RTX 3090 is 4.40x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.34x
GeForce RTX 3090 has 2.92x more
NVIDIA RTX A5000
Compute (FP32-eq)
1.20x
Need 1.20x RTX A5000
FP32 Compute
0.29x
RTX A5000 is 3.43x faster
VRAM
0.67x
RTX A5000 has 1.50x more
Memory Bandwidth
0.42x
RTX A5000 has 2.40x more

Pricing

Price TypeLPU Inference EngineRTX 6000 BlackwellGeForce GTX 1080 TiGeForce RTX 3090RTX A5000T4
CAPEX (Street Price)——————
OPEX (per hour)—$1.26/hr$0.04/hr$0.11/hr$0.11/hr$0.27/hr
Price per TFLOPs (FP32-eq)——————