Compare XPUs

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

Select XPUs to Compare

Clear all (7)Jump to results
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

SpecificationGoogle TPU v5pAMD MI300XNVIDIA GeForce RTX 4090 DNVIDIA GeForce GT 710NVIDIA RTX A4000NVIDIA GeForce RTX 3090NVIDIA GeForce GTX 1080
ArchitectureTPU v5CDNA 3Ada LovelaceKeplerAmpereAmperePascal
Form FactorMezzanineOAMPCIePCIePCIePCIePCIe
VRAM95 GB192 GB24 GB2 GB16 GB24 GB8 GB
Memory Bandwidth—5,300 GB/s1,008 GB/s14.4 GB/s448 GB/s936 GB/s320 GB/s
TFLOPs (FP32)—163.4—0.36619.235.68.873
TFLOPs (FP16)—1,307—————
TFLOPs4591,3071650.36638.7718.873
TFLOPs (FP8)—2,614—————
TDP400 W750 W425 W19 W140 W350 W180 W
Launch DateAug 2023Dec 2023Jan 2024Mar 2014Apr 2021Sep 2020May 2016

Efficiency Metrics

MetricTPU v5pMI300XGeForce RTX 4090 DGeForce GT 710RTX A4000GeForce RTX 3090GeForce GTX 1080
TFLOPs per Watt (FP32-eq)0.570.870.190.020.140.100.05
Memory Bandwidth per GB—27.6 GB/s42.0 GB/s7.2 GB/s28.0 GB/s39.0 GB/s40.0 GB/s

Performance Equivalence

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

To match 1x Google TPU v5p

AMD MI300X
Compute (FP32-eq)
0.35x
MI300X is 2.85x faster
VRAM
0.49x
MI300X has 2.02x more
NVIDIA GeForce RTX 4090 D
Compute (FP32-eq)
2.78x
Need 2.78x GeForce RTX 4090 D
VRAM
3.96x
Need 3.96x GeForce RTX 4090 D
NVIDIA GeForce GT 710
Compute (FP32-eq)
627.05x
Need 627.05x GeForce GT 710
VRAM
47.50x
Need 47.50x GeForce GT 710
NVIDIA RTX A4000
Compute (FP32-eq)
11.86x
Need 11.86x RTX A4000
VRAM
5.94x
Need 5.94x RTX A4000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
6.46x
Need 6.46x GeForce RTX 3090
VRAM
3.96x
Need 3.96x GeForce RTX 3090
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
25.86x
Need 25.86x GeForce GTX 1080
VRAM
11.88x
Need 11.88x GeForce GTX 1080

To match 1x AMD MI300X

Google TPU v5p
Compute (FP32-eq)
2.85x
Need 2.85x TPU v5p
VRAM
2.02x
Need 2.02x TPU v5p
NVIDIA GeForce RTX 4090 D
Compute (FP32-eq)
7.92x
Need 7.92x GeForce RTX 4090 D
VRAM
8.00x
Need 8.00x GeForce RTX 4090 D
Memory Bandwidth
5.26x
Need 5.26x GeForce RTX 4090 D
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 RTX A4000
Compute (FP32-eq)
33.77x
Need 33.77x RTX A4000
FP32 Compute
8.51x
Need 8.51x RTX A4000
VRAM
12.00x
Need 12.00x RTX A4000
Memory Bandwidth
11.83x
Need 11.83x RTX A4000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
18.41x
Need 18.41x GeForce RTX 3090
FP32 Compute
4.59x
Need 4.59x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
5.66x
Need 5.66x GeForce RTX 3090
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
73.65x
Need 73.65x GeForce GTX 1080
FP32 Compute
18.42x
Need 18.42x GeForce GTX 1080
VRAM
24.00x
Need 24.00x GeForce GTX 1080
Memory Bandwidth
16.56x
Need 16.56x GeForce GTX 1080

To match 1x NVIDIA GeForce RTX 4090 D

Google TPU v5p
Compute (FP32-eq)
0.36x
TPU v5p is 2.78x faster
VRAM
0.25x
TPU v5p has 3.96x more
AMD MI300X
Compute (FP32-eq)
0.13x
MI300X is 7.92x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.19x
MI300X has 5.26x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
225.41x
Need 225.41x GeForce GT 710
VRAM
12.00x
Need 12.00x GeForce GT 710
Memory Bandwidth
70.00x
Need 70.00x GeForce GT 710
NVIDIA RTX A4000
Compute (FP32-eq)
4.26x
Need 4.26x RTX A4000
VRAM
1.50x
Need 1.50x RTX A4000
Memory Bandwidth
2.25x
Need 2.25x RTX A4000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.32x
Need 2.32x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
1.08x
Need 1.08x GeForce RTX 3090
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
9.30x
Need 9.30x GeForce GTX 1080
VRAM
3.00x
Need 3.00x GeForce GTX 1080
Memory Bandwidth
3.15x
Need 3.15x GeForce GTX 1080

To match 1x NVIDIA GeForce GT 710

Google TPU v5p
Compute (FP32-eq)
0.00x
TPU v5p is 627.05x faster
VRAM
0.02x
TPU v5p has 47.50x 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 4090 D
Compute (FP32-eq)
0.00x
GeForce RTX 4090 D is 225.41x faster
VRAM
0.08x
GeForce RTX 4090 D has 12.00x more
Memory Bandwidth
0.01x
GeForce RTX 4090 D has 70.00x more
NVIDIA RTX A4000
Compute (FP32-eq)
0.02x
RTX A4000 is 52.87x faster
FP32 Compute
0.02x
RTX A4000 is 52.46x faster
VRAM
0.13x
RTX A4000 has 8.00x more
Memory Bandwidth
0.03x
RTX A4000 has 31.11x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.01x
GeForce RTX 3090 is 96.99x faster
FP32 Compute
0.01x
GeForce RTX 3090 is 97.27x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.02x
GeForce RTX 3090 has 65.00x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
0.04x
GeForce GTX 1080 is 24.24x faster
FP32 Compute
0.04x
GeForce GTX 1080 is 24.24x faster
VRAM
0.25x
GeForce GTX 1080 has 4.00x more
Memory Bandwidth
0.04x
GeForce GTX 1080 has 22.22x more

To match 1x NVIDIA RTX A4000

Google TPU v5p
Compute (FP32-eq)
0.08x
TPU v5p is 11.86x faster
VRAM
0.17x
TPU v5p has 5.94x more
AMD MI300X
Compute (FP32-eq)
0.03x
MI300X is 33.77x faster
FP32 Compute
0.12x
MI300X is 8.51x faster
VRAM
0.08x
MI300X has 12.00x more
Memory Bandwidth
0.08x
MI300X has 11.83x more
NVIDIA GeForce RTX 4090 D
Compute (FP32-eq)
0.23x
GeForce RTX 4090 D is 4.26x faster
VRAM
0.67x
GeForce RTX 4090 D has 1.50x more
Memory Bandwidth
0.44x
GeForce RTX 4090 D has 2.25x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
52.87x
Need 52.87x GeForce GT 710
FP32 Compute
52.46x
Need 52.46x GeForce GT 710
VRAM
8.00x
Need 8.00x GeForce GT 710
Memory Bandwidth
31.11x
Need 31.11x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.55x
GeForce RTX 3090 is 1.83x faster
FP32 Compute
0.54x
GeForce RTX 3090 is 1.85x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
2.18x
Need 2.18x GeForce GTX 1080
FP32 Compute
2.16x
Need 2.16x GeForce GTX 1080
VRAM
2.00x
Need 2.00x GeForce GTX 1080
Memory Bandwidth
1.40x
Need 1.40x GeForce GTX 1080

To match 1x NVIDIA GeForce RTX 3090

Google TPU v5p
Compute (FP32-eq)
0.15x
TPU v5p is 6.46x faster
VRAM
0.25x
TPU v5p has 3.96x more
AMD MI300X
Compute (FP32-eq)
0.05x
MI300X is 18.41x faster
FP32 Compute
0.22x
MI300X is 4.59x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.18x
MI300X has 5.66x more
NVIDIA GeForce RTX 4090 D
Compute (FP32-eq)
0.43x
GeForce RTX 4090 D is 2.32x faster
VRAM
1.00x
GeForce RTX 4090 D has 1.00x more
Memory Bandwidth
0.93x
GeForce RTX 4090 D has 1.08x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
96.99x
Need 96.99x GeForce GT 710
FP32 Compute
97.27x
Need 97.27x GeForce GT 710
VRAM
12.00x
Need 12.00x GeForce GT 710
Memory Bandwidth
65.00x
Need 65.00x GeForce GT 710
NVIDIA RTX A4000
Compute (FP32-eq)
1.83x
Need 1.83x RTX A4000
FP32 Compute
1.85x
Need 1.85x RTX A4000
VRAM
1.50x
Need 1.50x RTX A4000
Memory Bandwidth
2.09x
Need 2.09x RTX A4000
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
4.00x
Need 4.00x GeForce GTX 1080
FP32 Compute
4.01x
Need 4.01x GeForce GTX 1080
VRAM
3.00x
Need 3.00x GeForce GTX 1080
Memory Bandwidth
2.92x
Need 2.92x GeForce GTX 1080

To match 1x NVIDIA GeForce GTX 1080

Google TPU v5p
Compute (FP32-eq)
0.04x
TPU v5p is 25.86x faster
VRAM
0.08x
TPU v5p has 11.88x more
AMD MI300X
Compute (FP32-eq)
0.01x
MI300X is 73.65x faster
FP32 Compute
0.05x
MI300X is 18.42x faster
VRAM
0.04x
MI300X has 24.00x more
Memory Bandwidth
0.06x
MI300X has 16.56x more
NVIDIA GeForce RTX 4090 D
Compute (FP32-eq)
0.11x
GeForce RTX 4090 D is 9.30x faster
VRAM
0.33x
GeForce RTX 4090 D has 3.00x more
Memory Bandwidth
0.32x
GeForce RTX 4090 D has 3.15x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
24.24x
Need 24.24x GeForce GT 710
FP32 Compute
24.24x
Need 24.24x GeForce GT 710
VRAM
4.00x
Need 4.00x GeForce GT 710
Memory Bandwidth
22.22x
Need 22.22x GeForce GT 710
NVIDIA RTX A4000
Compute (FP32-eq)
0.46x
RTX A4000 is 2.18x faster
FP32 Compute
0.46x
RTX A4000 is 2.16x faster
VRAM
0.50x
RTX A4000 has 2.00x more
Memory Bandwidth
0.71x
RTX A4000 has 1.40x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.25x
GeForce RTX 3090 is 4.00x faster
FP32 Compute
0.25x
GeForce RTX 3090 is 4.01x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.34x
GeForce RTX 3090 has 2.92x more

Pricing

Price TypeTPU v5pMI300XGeForce RTX 4090 DGeForce GT 710RTX A4000GeForce RTX 3090GeForce GTX 1080
CAPEX (Street Price)—$35,000—————
OPEX (per hour)$5.00/hr$10.40/hr—$0.07/hr$0.11/hr$0.11/hr$0.04/hr
Price per TFLOPs (FP32-eq)—$54—————