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Showing 128 XPUs • 5 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

SpecificationIntel Data Center GPU Max 1100NVIDIA A16NVIDIA B100NVIDIA L40NVIDIA RTX 4000
ArchitecturePonte VecchioAmpereBlackwellAda LovelaceTuring
Form FactorOAMPCIeSXMPCIePCIe
VRAM48 GB64 GB192 GB48 GB8 GB
Memory Bandwidth1,229 GB/s232 GB/s8,000 GB/s864 GB/s416 GB/s
TFLOPs (FP32)229.545457.1
TFLOPs (FP16)177————
TFLOPs17771.21,800181.0557.6
TFLOPs (FP8)—————
TDP300 W250 W700 W300 W160 W
Launch DateJan 2023Apr 2021Mar 2024Oct 2022Nov 2018

Efficiency Metrics

MetricData Center GPU Max 1100A16B100L40RTX 4000
TFLOPs per Watt (FP32-eq)0.290.141.290.300.18
Memory Bandwidth per GB25.6 GB/s3.6 GB/s41.7 GB/s18.0 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 Intel Data Center GPU Max 1100

NVIDIA A16
Compute (FP32-eq)
2.49x
Need 2.49x A16
FP32 Compute
2.32x
Need 2.32x A16
VRAM
0.75x
A16 has 1.33x more
Memory Bandwidth
5.30x
Need 5.30x A16
NVIDIA B100
Compute (FP32-eq)
0.10x
B100 is 10.17x faster
FP32 Compute
0.49x
B100 is 2.05x faster
VRAM
0.25x
B100 has 4.00x more
Memory Bandwidth
0.15x
B100 has 6.51x more
NVIDIA L40
Compute (FP32-eq)
0.98x
L40 is 1.02x faster
FP32 Compute
0.49x
L40 is 2.05x faster
VRAM
1.00x
L40 has 1.00x more
Memory Bandwidth
1.42x
Need 1.42x L40
NVIDIA RTX 4000
Compute (FP32-eq)
3.07x
Need 3.07x RTX 4000
FP32 Compute
3.10x
Need 3.10x RTX 4000
VRAM
6.00x
Need 6.00x RTX 4000
Memory Bandwidth
2.95x
Need 2.95x RTX 4000

To match 1x NVIDIA A16

Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.40x
Data Center GPU Max 1100 is 2.49x faster
FP32 Compute
0.43x
Data Center GPU Max 1100 is 2.32x faster
VRAM
1.33x
Need 1.33x Data Center GPU Max 1100
Memory Bandwidth
0.19x
Data Center GPU Max 1100 has 5.30x more
NVIDIA B100
Compute (FP32-eq)
0.04x
B100 is 25.28x faster
FP32 Compute
0.21x
B100 is 4.74x faster
VRAM
0.33x
B100 has 3.00x more
Memory Bandwidth
0.03x
B100 has 34.48x more
NVIDIA L40
Compute (FP32-eq)
0.39x
L40 is 2.54x faster
FP32 Compute
0.21x
L40 is 4.74x faster
VRAM
1.33x
Need 1.33x L40
Memory Bandwidth
0.27x
L40 has 3.72x more
NVIDIA RTX 4000
Compute (FP32-eq)
1.24x
Need 1.24x RTX 4000
FP32 Compute
1.34x
Need 1.34x RTX 4000
VRAM
8.00x
Need 8.00x RTX 4000
Memory Bandwidth
0.56x
RTX 4000 has 1.79x more

To match 1x NVIDIA B100

Intel Data Center GPU Max 1100
Compute (FP32-eq)
10.17x
Need 10.17x Data Center GPU Max 1100
FP32 Compute
2.05x
Need 2.05x Data Center GPU Max 1100
VRAM
4.00x
Need 4.00x Data Center GPU Max 1100
Memory Bandwidth
6.51x
Need 6.51x Data Center GPU Max 1100
NVIDIA A16
Compute (FP32-eq)
25.28x
Need 25.28x A16
FP32 Compute
4.74x
Need 4.74x A16
VRAM
3.00x
Need 3.00x A16
Memory Bandwidth
34.48x
Need 34.48x A16
NVIDIA L40
Compute (FP32-eq)
9.94x
Need 9.94x L40
FP32 Compute
1.00x
L40 is 1.00x faster
VRAM
4.00x
Need 4.00x L40
Memory Bandwidth
9.26x
Need 9.26x L40
NVIDIA RTX 4000
Compute (FP32-eq)
31.25x
Need 31.25x RTX 4000
FP32 Compute
6.34x
Need 6.34x RTX 4000
VRAM
24.00x
Need 24.00x RTX 4000
Memory Bandwidth
19.23x
Need 19.23x RTX 4000

To match 1x NVIDIA L40

Intel Data Center GPU Max 1100
Compute (FP32-eq)
1.02x
Need 1.02x Data Center GPU Max 1100
FP32 Compute
2.05x
Need 2.05x Data Center GPU Max 1100
VRAM
1.00x
Data Center GPU Max 1100 has 1.00x more
Memory Bandwidth
0.70x
Data Center GPU Max 1100 has 1.42x more
NVIDIA A16
Compute (FP32-eq)
2.54x
Need 2.54x A16
FP32 Compute
4.74x
Need 4.74x A16
VRAM
0.75x
A16 has 1.33x more
Memory Bandwidth
3.72x
Need 3.72x A16
NVIDIA B100
Compute (FP32-eq)
0.10x
B100 is 9.94x faster
FP32 Compute
1.00x
B100 is 1.00x faster
VRAM
0.25x
B100 has 4.00x more
Memory Bandwidth
0.11x
B100 has 9.26x more
NVIDIA RTX 4000
Compute (FP32-eq)
3.14x
Need 3.14x RTX 4000
FP32 Compute
6.34x
Need 6.34x RTX 4000
VRAM
6.00x
Need 6.00x RTX 4000
Memory Bandwidth
2.08x
Need 2.08x RTX 4000

To match 1x NVIDIA RTX 4000

Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.33x
Data Center GPU Max 1100 is 3.07x faster
FP32 Compute
0.32x
Data Center GPU Max 1100 is 3.10x faster
VRAM
0.17x
Data Center GPU Max 1100 has 6.00x more
Memory Bandwidth
0.34x
Data Center GPU Max 1100 has 2.95x more
NVIDIA A16
Compute (FP32-eq)
0.81x
A16 is 1.24x faster
FP32 Compute
0.75x
A16 is 1.34x faster
VRAM
0.13x
A16 has 8.00x more
Memory Bandwidth
1.79x
Need 1.79x A16
NVIDIA B100
Compute (FP32-eq)
0.03x
B100 is 31.25x faster
FP32 Compute
0.16x
B100 is 6.34x faster
VRAM
0.04x
B100 has 24.00x more
Memory Bandwidth
0.05x
B100 has 19.23x more
NVIDIA L40
Compute (FP32-eq)
0.32x
L40 is 3.14x faster
FP32 Compute
0.16x
L40 is 6.34x faster
VRAM
0.17x
L40 has 6.00x more
Memory Bandwidth
0.48x
L40 has 2.08x more

Pricing

Price TypeData Center GPU Max 1100A16B100L40RTX 4000
CAPEX (Street Price)$5,000————
OPEX (per hour)—$0.47/hr—$0.69/hr$0.34/hr
Price per TFLOPs (FP32-eq)$56————