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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

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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

SpecificationNVIDIA RTX 6000 Ada GenerationNVIDIA B100NVIDIA GeForce RTX 4060NVIDIA GeForce RTX 3060NVIDIA GeForce RTX 3090NVIDIA A100 SXMAMD MI355X
ArchitectureAda LovelaceBlackwellAda LovelaceAmpereAmpereAmpereCDNA 4
Form FactorPCIeSXMPCIePCIePCIeSXMOAM
VRAM48 GB192 GB8 GB12 GB24 GB80 GB288 GB
Memory Bandwidth960 GB/s8,000 GB/s272 GB/s360 GB/s936 GB/s2,039 GB/s8,000 GB/s
TFLOPs (FP32)91.14515.11335.619.5320
TFLOPs (FP16)—————312—
TFLOPs182.51,8003025.4713125,300
TFLOPs (FP8)———————
TDP300 W700 W115 W170 W350 W400 W1000 W
Launch DateSep 2022Mar 2024Jun 2023Feb 2021Sep 2020May 2020Jun 2025

Efficiency Metrics

MetricRTX 6000 Ada GenerationB100GeForce RTX 4060GeForce RTX 3060GeForce RTX 3090A100 SXMMI355X
TFLOPs per Watt (FP32-eq)0.301.290.130.070.100.392.65
Memory Bandwidth per GB20.0 GB/s41.7 GB/s34.0 GB/s30.0 GB/s39.0 GB/s25.5 GB/s27.8 GB/s

Performance Equivalence

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

To match 1x NVIDIA RTX 6000 Ada Generation

NVIDIA B100
Compute (FP32-eq)
0.10x
B100 is 9.86x faster
FP32 Compute
2.02x
Need 2.02x B100
VRAM
0.25x
B100 has 4.00x more
Memory Bandwidth
0.12x
B100 has 8.33x more
NVIDIA GeForce RTX 4060
Compute (FP32-eq)
6.08x
Need 6.08x GeForce RTX 4060
FP32 Compute
6.03x
Need 6.03x GeForce RTX 4060
VRAM
6.00x
Need 6.00x GeForce RTX 4060
Memory Bandwidth
3.53x
Need 3.53x GeForce RTX 4060
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
7.19x
Need 7.19x GeForce RTX 3060
FP32 Compute
7.01x
Need 7.01x GeForce RTX 3060
VRAM
4.00x
Need 4.00x GeForce RTX 3060
Memory Bandwidth
2.67x
Need 2.67x GeForce RTX 3060
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.57x
Need 2.57x GeForce RTX 3090
FP32 Compute
2.56x
Need 2.56x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.03x
Need 1.03x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.58x
A100 SXM is 1.71x faster
FP32 Compute
4.67x
Need 4.67x A100 SXM
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.47x
A100 SXM has 2.12x more
AMD MI355X
Compute (FP32-eq)
0.03x
MI355X is 29.04x faster
FP32 Compute
0.28x
MI355X is 3.51x faster
VRAM
0.17x
MI355X has 6.00x more
Memory Bandwidth
0.12x
MI355X has 8.33x more

To match 1x NVIDIA B100

NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
9.86x
Need 9.86x RTX 6000 Ada Generation
FP32 Compute
0.49x
RTX 6000 Ada Generation is 2.02x faster
VRAM
4.00x
Need 4.00x RTX 6000 Ada Generation
Memory Bandwidth
8.33x
Need 8.33x RTX 6000 Ada Generation
NVIDIA GeForce RTX 4060
Compute (FP32-eq)
60.00x
Need 60.00x GeForce RTX 4060
FP32 Compute
2.98x
Need 2.98x GeForce RTX 4060
VRAM
24.00x
Need 24.00x GeForce RTX 4060
Memory Bandwidth
29.41x
Need 29.41x GeForce RTX 4060
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
70.87x
Need 70.87x GeForce RTX 3060
FP32 Compute
3.46x
Need 3.46x GeForce RTX 3060
VRAM
16.00x
Need 16.00x GeForce RTX 3060
Memory Bandwidth
22.22x
Need 22.22x GeForce RTX 3060
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
25.35x
Need 25.35x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
8.55x
Need 8.55x GeForce RTX 3090
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
AMD MI355X
Compute (FP32-eq)
0.34x
MI355X is 2.94x faster
FP32 Compute
0.14x
MI355X is 7.11x faster
VRAM
0.67x
MI355X has 1.50x more
Memory Bandwidth
1.00x
MI355X has 1.00x more

To match 1x NVIDIA GeForce RTX 4060

NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.16x
RTX 6000 Ada Generation is 6.08x faster
FP32 Compute
0.17x
RTX 6000 Ada Generation is 6.03x faster
VRAM
0.17x
RTX 6000 Ada Generation has 6.00x more
Memory Bandwidth
0.28x
RTX 6000 Ada Generation has 3.53x more
NVIDIA B100
Compute (FP32-eq)
0.02x
B100 is 60.00x faster
FP32 Compute
0.34x
B100 is 2.98x faster
VRAM
0.04x
B100 has 24.00x more
Memory Bandwidth
0.03x
B100 has 29.41x more
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
1.18x
Need 1.18x GeForce RTX 3060
FP32 Compute
1.16x
Need 1.16x GeForce RTX 3060
VRAM
0.67x
GeForce RTX 3060 has 1.50x more
Memory Bandwidth
0.76x
GeForce RTX 3060 has 1.32x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.42x
GeForce RTX 3090 is 2.37x faster
FP32 Compute
0.42x
GeForce RTX 3090 is 2.36x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.29x
GeForce RTX 3090 has 3.44x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.10x
A100 SXM is 10.40x faster
FP32 Compute
0.77x
A100 SXM is 1.29x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.13x
A100 SXM has 7.50x more
AMD MI355X
Compute (FP32-eq)
0.01x
MI355X is 176.67x faster
FP32 Compute
0.05x
MI355X is 21.19x faster
VRAM
0.03x
MI355X has 36.00x more
Memory Bandwidth
0.03x
MI355X has 29.41x more

To match 1x NVIDIA GeForce RTX 3060

NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.14x
RTX 6000 Ada Generation is 7.19x faster
FP32 Compute
0.14x
RTX 6000 Ada Generation is 7.01x faster
VRAM
0.25x
RTX 6000 Ada Generation has 4.00x more
Memory Bandwidth
0.38x
RTX 6000 Ada Generation has 2.67x more
NVIDIA B100
Compute (FP32-eq)
0.01x
B100 is 70.87x faster
FP32 Compute
0.29x
B100 is 3.46x faster
VRAM
0.06x
B100 has 16.00x more
Memory Bandwidth
0.04x
B100 has 22.22x more
NVIDIA GeForce RTX 4060
Compute (FP32-eq)
0.85x
GeForce RTX 4060 is 1.18x faster
FP32 Compute
0.86x
GeForce RTX 4060 is 1.16x faster
VRAM
1.50x
Need 1.50x GeForce RTX 4060
Memory Bandwidth
1.32x
Need 1.32x GeForce RTX 4060
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.36x
GeForce RTX 3090 is 2.80x faster
FP32 Compute
0.37x
GeForce RTX 3090 is 2.74x faster
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.38x
GeForce RTX 3090 has 2.60x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.08x
A100 SXM is 12.28x faster
FP32 Compute
0.67x
A100 SXM is 1.50x faster
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.18x
A100 SXM has 5.66x more
AMD MI355X
Compute (FP32-eq)
0.00x
MI355X is 208.66x faster
FP32 Compute
0.04x
MI355X is 24.62x faster
VRAM
0.04x
MI355X has 24.00x more
Memory Bandwidth
0.04x
MI355X has 22.22x more

To match 1x NVIDIA GeForce RTX 3090

NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.39x
RTX 6000 Ada Generation is 2.57x faster
FP32 Compute
0.39x
RTX 6000 Ada Generation is 2.56x faster
VRAM
0.50x
RTX 6000 Ada Generation has 2.00x more
Memory Bandwidth
0.97x
RTX 6000 Ada Generation has 1.03x more
NVIDIA B100
Compute (FP32-eq)
0.04x
B100 is 25.35x faster
FP32 Compute
0.79x
B100 is 1.26x faster
VRAM
0.13x
B100 has 8.00x more
Memory Bandwidth
0.12x
B100 has 8.55x more
NVIDIA GeForce RTX 4060
Compute (FP32-eq)
2.37x
Need 2.37x GeForce RTX 4060
FP32 Compute
2.36x
Need 2.36x GeForce RTX 4060
VRAM
3.00x
Need 3.00x GeForce RTX 4060
Memory Bandwidth
3.44x
Need 3.44x GeForce RTX 4060
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
2.80x
Need 2.80x GeForce RTX 3060
FP32 Compute
2.74x
Need 2.74x GeForce RTX 3060
VRAM
2.00x
Need 2.00x GeForce RTX 3060
Memory Bandwidth
2.60x
Need 2.60x GeForce RTX 3060
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
AMD MI355X
Compute (FP32-eq)
0.01x
MI355X is 74.65x faster
FP32 Compute
0.11x
MI355X is 8.99x faster
VRAM
0.08x
MI355X has 12.00x more
Memory Bandwidth
0.12x
MI355X has 8.55x more

To match 1x NVIDIA A100 SXM

NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
1.71x
Need 1.71x RTX 6000 Ada Generation
FP32 Compute
0.21x
RTX 6000 Ada Generation is 4.67x faster
VRAM
1.67x
Need 1.67x RTX 6000 Ada Generation
Memory Bandwidth
2.12x
Need 2.12x RTX 6000 Ada Generation
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 GeForce RTX 4060
Compute (FP32-eq)
10.40x
Need 10.40x GeForce RTX 4060
FP32 Compute
1.29x
Need 1.29x GeForce RTX 4060
VRAM
10.00x
Need 10.00x GeForce RTX 4060
Memory Bandwidth
7.50x
Need 7.50x GeForce RTX 4060
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
12.28x
Need 12.28x GeForce RTX 3060
FP32 Compute
1.50x
Need 1.50x GeForce RTX 3060
VRAM
6.67x
Need 6.67x GeForce RTX 3060
Memory Bandwidth
5.66x
Need 5.66x GeForce RTX 3060
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
AMD MI355X
Compute (FP32-eq)
0.06x
MI355X is 16.99x faster
FP32 Compute
0.06x
MI355X is 16.41x faster
VRAM
0.28x
MI355X has 3.60x more
Memory Bandwidth
0.25x
MI355X has 3.92x more

To match 1x AMD MI355X

NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
29.04x
Need 29.04x RTX 6000 Ada Generation
FP32 Compute
3.51x
Need 3.51x RTX 6000 Ada Generation
VRAM
6.00x
Need 6.00x RTX 6000 Ada Generation
Memory Bandwidth
8.33x
Need 8.33x RTX 6000 Ada Generation
NVIDIA B100
Compute (FP32-eq)
2.94x
Need 2.94x B100
FP32 Compute
7.11x
Need 7.11x B100
VRAM
1.50x
Need 1.50x B100
Memory Bandwidth
1.00x
B100 has 1.00x more
NVIDIA GeForce RTX 4060
Compute (FP32-eq)
176.67x
Need 176.67x GeForce RTX 4060
FP32 Compute
21.19x
Need 21.19x GeForce RTX 4060
VRAM
36.00x
Need 36.00x GeForce RTX 4060
Memory Bandwidth
29.41x
Need 29.41x GeForce RTX 4060
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
208.66x
Need 208.66x GeForce RTX 3060
FP32 Compute
24.62x
Need 24.62x GeForce RTX 3060
VRAM
24.00x
Need 24.00x GeForce RTX 3060
Memory Bandwidth
22.22x
Need 22.22x GeForce RTX 3060
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
74.65x
Need 74.65x GeForce RTX 3090
FP32 Compute
8.99x
Need 8.99x GeForce RTX 3090
VRAM
12.00x
Need 12.00x GeForce RTX 3090
Memory Bandwidth
8.55x
Need 8.55x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
16.99x
Need 16.99x A100 SXM
FP32 Compute
16.41x
Need 16.41x A100 SXM
VRAM
3.60x
Need 3.60x A100 SXM
Memory Bandwidth
3.92x
Need 3.92x A100 SXM

Pricing

Price TypeRTX 6000 Ada GenerationB100GeForce RTX 4060GeForce RTX 3060GeForce RTX 3090A100 SXMMI355X
CAPEX (Street Price)—————$15,000—
OPEX (per hour)$0.33/hr—$0.06/hr$0.05/hr$0.11/hr$4.05/hr$20.72/hr
Price per TFLOPs (FP32-eq)—————$96—