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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

SpecificationNVIDIA H200 SXMGoogle TPU v5eNVIDIA A30NVIDIA GeForce GT 710NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureHopperTPU v5AmpereKeplerAmpereAmpere
Form FactorSXMMezzaninePCIePCIePCIeSXM
VRAM141 GB16 GB24 GB2 GB24 GB80 GB
Memory Bandwidth4,800 GB/s—933 GB/s14.4 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)67—10.30.36635.619.5
TFLOPs (FP16)1,979————312
TFLOPs1,9791971650.36671312
TFLOPs (FP8)3,958—————
TDP700 W250 W165 W19 W350 W400 W
Launch DateNov 2023Aug 2023Apr 2021Mar 2014Sep 2020May 2020

Efficiency Metrics

MetricH200 SXMTPU v5eA30GeForce GT 710GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)1.410.390.500.020.100.39
Memory Bandwidth per GB34.0 GB/s—38.9 GB/s7.2 GB/s39.0 GB/s25.5 GB/s

Performance Equivalence

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

To match 1x NVIDIA H200 SXM

Google TPU v5e
Compute (FP32-eq)
10.05x
Need 10.05x TPU v5e
VRAM
8.81x
Need 8.81x TPU v5e
NVIDIA A30
Compute (FP32-eq)
11.99x
Need 11.99x A30
FP32 Compute
6.50x
Need 6.50x A30
VRAM
5.88x
Need 5.88x A30
Memory Bandwidth
5.14x
Need 5.14x A30
NVIDIA GeForce GT 710
Compute (FP32-eq)
2703.55x
Need 2703.55x GeForce GT 710
FP32 Compute
183.06x
Need 183.06x GeForce GT 710
VRAM
70.50x
Need 70.50x GeForce GT 710
Memory Bandwidth
333.33x
Need 333.33x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
27.87x
Need 27.87x GeForce RTX 3090
FP32 Compute
1.88x
Need 1.88x GeForce RTX 3090
VRAM
5.88x
Need 5.88x GeForce RTX 3090
Memory Bandwidth
5.13x
Need 5.13x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
6.34x
Need 6.34x A100 SXM
FP32 Compute
3.44x
Need 3.44x A100 SXM
VRAM
1.76x
Need 1.76x A100 SXM
Memory Bandwidth
2.35x
Need 2.35x A100 SXM

To match 1x Google TPU v5e

NVIDIA H200 SXM
Compute (FP32-eq)
0.10x
H200 SXM is 10.05x faster
VRAM
0.11x
H200 SXM has 8.81x more
NVIDIA A30
Compute (FP32-eq)
1.19x
Need 1.19x A30
VRAM
0.67x
A30 has 1.50x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
269.13x
Need 269.13x GeForce GT 710
VRAM
8.00x
Need 8.00x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.77x
Need 2.77x GeForce RTX 3090
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.63x
A100 SXM is 1.58x faster
VRAM
0.20x
A100 SXM has 5.00x more

To match 1x NVIDIA A30

NVIDIA H200 SXM
Compute (FP32-eq)
0.08x
H200 SXM is 11.99x faster
FP32 Compute
0.15x
H200 SXM is 6.50x faster
VRAM
0.17x
H200 SXM has 5.88x more
Memory Bandwidth
0.19x
H200 SXM has 5.14x more
Google TPU v5e
Compute (FP32-eq)
0.84x
TPU v5e is 1.19x faster
VRAM
1.50x
Need 1.50x TPU v5e
NVIDIA GeForce GT 710
Compute (FP32-eq)
225.41x
Need 225.41x GeForce GT 710
FP32 Compute
28.14x
Need 28.14x GeForce GT 710
VRAM
12.00x
Need 12.00x GeForce GT 710
Memory Bandwidth
64.79x
Need 64.79x GeForce GT 710
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
NVIDIA A100 SXM
Compute (FP32-eq)
0.53x
A100 SXM is 1.89x faster
FP32 Compute
0.53x
A100 SXM is 1.89x faster
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.46x
A100 SXM has 2.19x more

To match 1x NVIDIA GeForce GT 710

NVIDIA H200 SXM
Compute (FP32-eq)
0.00x
H200 SXM is 2703.55x faster
FP32 Compute
0.01x
H200 SXM is 183.06x faster
VRAM
0.01x
H200 SXM has 70.50x more
Memory Bandwidth
0.00x
H200 SXM has 333.33x more
Google TPU v5e
Compute (FP32-eq)
0.00x
TPU v5e is 269.13x faster
VRAM
0.13x
TPU v5e has 8.00x more
NVIDIA A30
Compute (FP32-eq)
0.00x
A30 is 225.41x faster
FP32 Compute
0.04x
A30 is 28.14x faster
VRAM
0.08x
A30 has 12.00x more
Memory Bandwidth
0.02x
A30 has 64.79x 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 A100 SXM
Compute (FP32-eq)
0.00x
A100 SXM is 426.23x faster
FP32 Compute
0.02x
A100 SXM is 53.28x faster
VRAM
0.03x
A100 SXM has 40.00x more
Memory Bandwidth
0.01x
A100 SXM has 141.60x more

To match 1x NVIDIA GeForce RTX 3090

NVIDIA H200 SXM
Compute (FP32-eq)
0.04x
H200 SXM is 27.87x faster
FP32 Compute
0.53x
H200 SXM is 1.88x faster
VRAM
0.17x
H200 SXM has 5.88x more
Memory Bandwidth
0.20x
H200 SXM has 5.13x more
Google TPU v5e
Compute (FP32-eq)
0.36x
TPU v5e is 2.77x faster
VRAM
1.50x
Need 1.50x TPU v5e
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 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 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

To match 1x NVIDIA A100 SXM

NVIDIA H200 SXM
Compute (FP32-eq)
0.16x
H200 SXM is 6.34x faster
FP32 Compute
0.29x
H200 SXM is 3.44x faster
VRAM
0.57x
H200 SXM has 1.76x more
Memory Bandwidth
0.42x
H200 SXM has 2.35x more
Google TPU v5e
Compute (FP32-eq)
1.58x
Need 1.58x TPU v5e
VRAM
5.00x
Need 5.00x TPU v5e
NVIDIA A30
Compute (FP32-eq)
1.89x
Need 1.89x A30
FP32 Compute
1.89x
Need 1.89x A30
VRAM
3.33x
Need 3.33x A30
Memory Bandwidth
2.19x
Need 2.19x A30
NVIDIA GeForce GT 710
Compute (FP32-eq)
426.23x
Need 426.23x GeForce GT 710
FP32 Compute
53.28x
Need 53.28x GeForce GT 710
VRAM
40.00x
Need 40.00x GeForce GT 710
Memory Bandwidth
141.60x
Need 141.60x GeForce GT 710
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

Pricing

Price TypeH200 SXMTPU v5eA30GeForce GT 710GeForce RTX 3090A100 SXM
CAPEX (Street Price)$40,000————$15,000
OPEX (per hour)$40.96/hr$1.80/hr$0.22/hr$0.07/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)$40————$96