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

SpecificationGoogle TPU v4NVIDIA GeForce GT 730NVIDIA GeForce GTX 1070 TiNVIDIA GeForce RTX 3090NVIDIA A100 SXMNVIDIA RTX 4000
ArchitectureTPU v4KeplerPascalAmpereAmpereTuring
Form FactorMezzaninePCIePCIePCIeSXMPCIe
VRAM32 GB2 GB8 GB24 GB80 GB8 GB
Memory Bandwidth—28.5 GB/s256 GB/s936 GB/s2,039 GB/s416 GB/s
TFLOPs (FP32)—0.6938.18635.619.57.1
TFLOPs (FP16)————312—
TFLOPs2750.6938.1867131257.6
TFLOPs (FP8)——————
TDP300 W49 W180 W350 W400 W160 W
Launch DateMay 2021Jun 2014Nov 2017Sep 2020May 2020Nov 2018

Efficiency Metrics

MetricTPU v4GeForce GT 730GeForce GTX 1070 TiGeForce RTX 3090A100 SXMRTX 4000
TFLOPs per Watt (FP32-eq)0.460.010.050.100.390.18
Memory Bandwidth per GB—14.3 GB/s32.0 GB/s39.0 GB/s25.5 GB/s52.0 GB/s

Performance Equivalence

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

To match 1x Google TPU v4

NVIDIA GeForce GT 730
Compute (FP32-eq)
198.41x
Need 198.41x GeForce GT 730
VRAM
16.00x
Need 16.00x GeForce GT 730
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
16.80x
Need 16.80x GeForce GTX 1070 Ti
VRAM
4.00x
Need 4.00x GeForce GTX 1070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.87x
Need 3.87x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.88x
A100 SXM is 1.13x faster
VRAM
0.40x
A100 SXM has 2.50x more
NVIDIA RTX 4000
Compute (FP32-eq)
4.77x
Need 4.77x RTX 4000
VRAM
4.00x
Need 4.00x RTX 4000

To match 1x NVIDIA GeForce GT 730

Google TPU v4
Compute (FP32-eq)
0.01x
TPU v4 is 198.41x faster
VRAM
0.06x
TPU v4 has 16.00x more
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
0.08x
GeForce GTX 1070 Ti is 11.81x faster
FP32 Compute
0.08x
GeForce GTX 1070 Ti is 11.81x faster
VRAM
0.25x
GeForce GTX 1070 Ti has 4.00x more
Memory Bandwidth
0.11x
GeForce GTX 1070 Ti has 8.98x 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 A100 SXM
Compute (FP32-eq)
0.00x
A100 SXM is 225.11x faster
FP32 Compute
0.04x
A100 SXM is 28.14x faster
VRAM
0.03x
A100 SXM has 40.00x more
Memory Bandwidth
0.01x
A100 SXM has 71.54x more
NVIDIA RTX 4000
Compute (FP32-eq)
0.02x
RTX 4000 is 41.56x faster
FP32 Compute
0.10x
RTX 4000 is 10.25x faster
VRAM
0.25x
RTX 4000 has 4.00x more
Memory Bandwidth
0.07x
RTX 4000 has 14.60x more

To match 1x NVIDIA GeForce GTX 1070 Ti

Google TPU v4
Compute (FP32-eq)
0.06x
TPU v4 is 16.80x faster
VRAM
0.25x
TPU v4 has 4.00x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
11.81x
Need 11.81x GeForce GT 730
FP32 Compute
11.81x
Need 11.81x GeForce GT 730
VRAM
4.00x
Need 4.00x GeForce GT 730
Memory Bandwidth
8.98x
Need 8.98x GeForce GT 730
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.23x
GeForce RTX 3090 is 4.34x faster
FP32 Compute
0.23x
GeForce RTX 3090 is 4.35x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.27x
GeForce RTX 3090 has 3.66x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.05x
A100 SXM is 19.06x faster
FP32 Compute
0.42x
A100 SXM is 2.38x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.13x
A100 SXM has 7.96x more
NVIDIA RTX 4000
Compute (FP32-eq)
0.28x
RTX 4000 is 3.52x faster
FP32 Compute
1.15x
Need 1.15x RTX 4000
VRAM
1.00x
RTX 4000 has 1.00x more
Memory Bandwidth
0.62x
RTX 4000 has 1.63x more

To match 1x NVIDIA GeForce RTX 3090

Google TPU v4
Compute (FP32-eq)
0.26x
TPU v4 is 3.87x faster
VRAM
0.75x
TPU v4 has 1.33x 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 GeForce GTX 1070 Ti
Compute (FP32-eq)
4.34x
Need 4.34x GeForce GTX 1070 Ti
FP32 Compute
4.35x
Need 4.35x GeForce GTX 1070 Ti
VRAM
3.00x
Need 3.00x GeForce GTX 1070 Ti
Memory Bandwidth
3.66x
Need 3.66x GeForce GTX 1070 Ti
NVIDIA A100 SXM
Compute (FP32-eq)
0.23x
A100 SXM is 4.39x faster
FP32 Compute
1.83x
Need 1.83x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.46x
A100 SXM has 2.18x more
NVIDIA RTX 4000
Compute (FP32-eq)
1.23x
Need 1.23x RTX 4000
FP32 Compute
5.01x
Need 5.01x RTX 4000
VRAM
3.00x
Need 3.00x RTX 4000
Memory Bandwidth
2.25x
Need 2.25x RTX 4000

To match 1x NVIDIA A100 SXM

Google TPU v4
Compute (FP32-eq)
1.13x
Need 1.13x TPU v4
VRAM
2.50x
Need 2.50x TPU v4
NVIDIA GeForce GT 730
Compute (FP32-eq)
225.11x
Need 225.11x GeForce GT 730
FP32 Compute
28.14x
Need 28.14x GeForce GT 730
VRAM
40.00x
Need 40.00x GeForce GT 730
Memory Bandwidth
71.54x
Need 71.54x GeForce GT 730
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
19.06x
Need 19.06x GeForce GTX 1070 Ti
FP32 Compute
2.38x
Need 2.38x GeForce GTX 1070 Ti
VRAM
10.00x
Need 10.00x GeForce GTX 1070 Ti
Memory Bandwidth
7.96x
Need 7.96x GeForce GTX 1070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
4.39x
Need 4.39x GeForce RTX 3090
FP32 Compute
0.55x
GeForce RTX 3090 is 1.83x faster
VRAM
3.33x
Need 3.33x GeForce RTX 3090
Memory Bandwidth
2.18x
Need 2.18x GeForce RTX 3090
NVIDIA RTX 4000
Compute (FP32-eq)
5.42x
Need 5.42x RTX 4000
FP32 Compute
2.75x
Need 2.75x RTX 4000
VRAM
10.00x
Need 10.00x RTX 4000
Memory Bandwidth
4.90x
Need 4.90x RTX 4000

To match 1x NVIDIA RTX 4000

Google TPU v4
Compute (FP32-eq)
0.21x
TPU v4 is 4.77x faster
VRAM
0.25x
TPU v4 has 4.00x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
41.56x
Need 41.56x GeForce GT 730
FP32 Compute
10.25x
Need 10.25x GeForce GT 730
VRAM
4.00x
Need 4.00x GeForce GT 730
Memory Bandwidth
14.60x
Need 14.60x GeForce GT 730
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
3.52x
Need 3.52x GeForce GTX 1070 Ti
FP32 Compute
0.87x
GeForce GTX 1070 Ti is 1.15x faster
VRAM
1.00x
GeForce GTX 1070 Ti has 1.00x more
Memory Bandwidth
1.63x
Need 1.63x GeForce GTX 1070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.81x
GeForce RTX 3090 is 1.23x faster
FP32 Compute
0.20x
GeForce RTX 3090 is 5.01x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.44x
GeForce RTX 3090 has 2.25x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.18x
A100 SXM is 5.42x faster
FP32 Compute
0.36x
A100 SXM is 2.75x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.20x
A100 SXM has 4.90x more

Pricing

Price TypeTPU v4GeForce GT 730GeForce GTX 1070 TiGeForce RTX 3090A100 SXMRTX 4000
CAPEX (Street Price)————$15,000—
OPEX (per hour)$3.00/hr$0.04/hr$0.05/hr$0.11/hr$4.05/hr$0.34/hr
Price per TFLOPs (FP32-eq)————$96—