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 EngineEnflame Technology CloudBlazer T20NVIDIA A30NVIDIA A16NVIDIA GeForce RTX 4070 TiNVIDIA GeForce RTX 3090
ArchitectureTSP (Tensor Streaming Processor)GCU (AI Graphics Unit)AmpereAmpereAda LovelaceAmpere
Form FactorPCIePCIePCIePCIe
VRAM230 GB32 GB24 GB64 GB12 GB24 GB
Memory Bandwidth933 GB/s232 GB/s504 GB/s936 GB/s
TFLOPs (FP32)10.39.540.135.6
TFLOPs (FP16)
TFLOPs16571.280.1671
TFLOPs (FP8)
TDP300 W250 W165 W250 W285 W350 W
Launch DateFeb 2024Nov 2021Apr 2021Apr 2021Jan 2023Sep 2020

Efficiency Metrics

MetricLPU Inference EngineCloudBlazer T20A30A16GeForce RTX 4070 TiGeForce RTX 3090
TFLOPs per Watt (FP32-eq)0.500.140.140.10
Memory Bandwidth per GB38.9 GB/s3.6 GB/s42.0 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 Groq LPU Inference Engine

Enflame Technology CloudBlazer T20
VRAM
7.19x
Need 7.19x CloudBlazer T20
NVIDIA A30
VRAM
9.58x
Need 9.58x A30
NVIDIA A16
VRAM
3.59x
Need 3.59x A16
NVIDIA GeForce RTX 4070 Ti
VRAM
19.17x
Need 19.17x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090

To match 1x Enflame Technology CloudBlazer T20

Groq LPU Inference Engine
VRAM
0.14x
LPU Inference Engine has 7.19x more
NVIDIA A30
VRAM
1.33x
Need 1.33x A30
NVIDIA A16
VRAM
0.50x
A16 has 2.00x more
NVIDIA GeForce RTX 4070 Ti
VRAM
2.67x
Need 2.67x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090

To match 1x NVIDIA A30

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
Enflame Technology CloudBlazer T20
VRAM
0.75x
CloudBlazer T20 has 1.33x more
NVIDIA A16
Compute (FP32-eq)
2.32x
Need 2.32x A16
FP32 Compute
1.08x
Need 1.08x A16
VRAM
0.38x
A16 has 2.67x more
Memory Bandwidth
4.02x
Need 4.02x A16
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
2.06x
Need 2.06x GeForce RTX 4070 Ti
FP32 Compute
0.26x
GeForce RTX 4070 Ti is 3.89x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4070 Ti
Memory Bandwidth
1.85x
Need 1.85x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.32x
Need 2.32x GeForce RTX 3090
FP32 Compute
0.29x
GeForce RTX 3090 is 3.46x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
1.00x
GeForce RTX 3090 has 1.00x more

To match 1x NVIDIA A16

Groq LPU Inference Engine
VRAM
0.28x
LPU Inference Engine has 3.59x more
Enflame Technology CloudBlazer T20
VRAM
2.00x
Need 2.00x CloudBlazer T20
NVIDIA A30
Compute (FP32-eq)
0.43x
A30 is 2.32x faster
FP32 Compute
0.92x
A30 is 1.08x faster
VRAM
2.67x
Need 2.67x A30
Memory Bandwidth
0.25x
A30 has 4.02x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.89x
GeForce RTX 4070 Ti is 1.13x faster
FP32 Compute
0.24x
GeForce RTX 4070 Ti is 4.22x faster
VRAM
5.33x
Need 5.33x GeForce RTX 4070 Ti
Memory Bandwidth
0.46x
GeForce RTX 4070 Ti has 2.17x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.00x
Need 1.00x GeForce RTX 3090
FP32 Compute
0.27x
GeForce RTX 3090 is 3.75x faster
VRAM
2.67x
Need 2.67x GeForce RTX 3090
Memory Bandwidth
0.25x
GeForce RTX 3090 has 4.03x more

To match 1x NVIDIA GeForce RTX 4070 Ti

Groq LPU Inference Engine
VRAM
0.05x
LPU Inference Engine has 19.17x more
Enflame Technology CloudBlazer T20
VRAM
0.38x
CloudBlazer T20 has 2.67x more
NVIDIA A30
Compute (FP32-eq)
0.49x
A30 is 2.06x faster
FP32 Compute
3.89x
Need 3.89x A30
VRAM
0.50x
A30 has 2.00x more
Memory Bandwidth
0.54x
A30 has 1.85x more
NVIDIA A16
Compute (FP32-eq)
1.13x
Need 1.13x A16
FP32 Compute
4.22x
Need 4.22x A16
VRAM
0.19x
A16 has 5.33x more
Memory Bandwidth
2.17x
Need 2.17x A16
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.13x
Need 1.13x GeForce RTX 3090
FP32 Compute
1.13x
Need 1.13x GeForce RTX 3090
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.54x
GeForce RTX 3090 has 1.86x more

To match 1x NVIDIA GeForce RTX 3090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
Enflame Technology CloudBlazer T20
VRAM
0.75x
CloudBlazer T20 has 1.33x more
NVIDIA A30
Compute (FP32-eq)
0.43x
A30 is 2.32x faster
FP32 Compute
3.46x
Need 3.46x A30
VRAM
1.00x
A30 has 1.00x more
Memory Bandwidth
1.00x
Need 1.00x A30
NVIDIA A16
Compute (FP32-eq)
1.00x
A16 is 1.00x faster
FP32 Compute
3.75x
Need 3.75x A16
VRAM
0.38x
A16 has 2.67x more
Memory Bandwidth
4.03x
Need 4.03x A16
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.89x
GeForce RTX 4070 Ti is 1.13x faster
FP32 Compute
0.89x
GeForce RTX 4070 Ti is 1.13x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4070 Ti
Memory Bandwidth
1.86x
Need 1.86x GeForce RTX 4070 Ti

Pricing

Price TypeLPU Inference EngineCloudBlazer T20A30A16GeForce RTX 4070 TiGeForce RTX 3090
CAPEX (Street Price)
OPEX (per hour)$0.22/hr$0.47/hr$0.10/hr$0.11/hr
Price per TFLOPs (FP32-eq)