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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

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

SpecificationIntel Habana Gaudi 3Graphcore Bow IPUNVIDIA GeForce RTX 4070 TiNVIDIA GeForce RTX 3090NVIDIA V100SNVIDIA A100 SXMNVIDIA GeForce GTX 1660 Super
ArchitectureGaudi Gen3Bow-2000Ada LovelaceAmpereVoltaAmpereTuring
Form FactorOAM—PCIePCIePCIeSXMPCIe
VRAM128 GB3.6 GB12 GB24 GB32 GB80 GB6 GB
Memory Bandwidth3,700 GB/s—504 GB/s936 GB/s1,134 GB/s2,039 GB/s336 GB/s
TFLOPs (FP32)——40.135.616.419.55.027
TFLOPs (FP16)—1,000———312—
TFLOPs1,835—80.167116.43125.027
TFLOPs (FP8)3,670——————
TDP900 W200 W285 W350 W250 W400 W125 W
Launch DateApr 2024Mar 2022Jan 2023Sep 2020Nov 2019May 2020Oct 2019

Efficiency Metrics

MetricGaudi 3Bow IPUGeForce RTX 4070 TiGeForce RTX 3090V100SA100 SXMGeForce GTX 1660 Super
TFLOPs per Watt (FP32-eq)1.02—0.140.100.070.390.04
Memory Bandwidth per GB28.9 GB/s—42.0 GB/s39.0 GB/s35.4 GB/s25.5 GB/s56.0 GB/s

Performance Equivalence

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

To match 1x Intel Habana Gaudi 3

Graphcore Bow IPU
VRAM
35.56x
Need 35.56x Bow IPU
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
22.89x
Need 22.89x GeForce RTX 4070 Ti
VRAM
10.67x
Need 10.67x GeForce RTX 4070 Ti
Memory Bandwidth
7.34x
Need 7.34x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
25.85x
Need 25.85x GeForce RTX 3090
VRAM
5.33x
Need 5.33x GeForce RTX 3090
Memory Bandwidth
3.95x
Need 3.95x GeForce RTX 3090
NVIDIA V100S
Compute (FP32-eq)
55.95x
Need 55.95x V100S
VRAM
4.00x
Need 4.00x V100S
Memory Bandwidth
3.26x
Need 3.26x V100S
NVIDIA A100 SXM
Compute (FP32-eq)
5.88x
Need 5.88x A100 SXM
VRAM
1.60x
Need 1.60x A100 SXM
Memory Bandwidth
1.81x
Need 1.81x A100 SXM
NVIDIA GeForce GTX 1660 Super
Compute (FP32-eq)
182.51x
Need 182.51x GeForce GTX 1660 Super
VRAM
21.33x
Need 21.33x GeForce GTX 1660 Super
Memory Bandwidth
11.01x
Need 11.01x GeForce GTX 1660 Super

To match 1x Graphcore Bow IPU

Intel Habana Gaudi 3
VRAM
0.03x
Gaudi 3 has 35.56x more
NVIDIA GeForce RTX 4070 Ti
VRAM
0.30x
GeForce RTX 4070 Ti has 3.33x more
NVIDIA GeForce RTX 3090
VRAM
0.15x
GeForce RTX 3090 has 6.67x more
NVIDIA V100S
VRAM
0.11x
V100S has 8.89x more
NVIDIA A100 SXM
VRAM
0.04x
A100 SXM has 22.22x more
NVIDIA GeForce GTX 1660 Super
VRAM
0.60x
GeForce GTX 1660 Super has 1.67x more

To match 1x NVIDIA GeForce RTX 4070 Ti

Intel Habana Gaudi 3
Compute (FP32-eq)
0.04x
Gaudi 3 is 22.89x faster
VRAM
0.09x
Gaudi 3 has 10.67x more
Memory Bandwidth
0.14x
Gaudi 3 has 7.34x more
Graphcore Bow IPU
VRAM
3.33x
Need 3.33x Bow IPU
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.13x
Need 1.13x GeForce RTX 3090
FP32 Compute
1.13x
Need 1.13x GeForce RTX 3090
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.54x
GeForce RTX 3090 has 1.86x more
NVIDIA V100S
Compute (FP32-eq)
2.44x
Need 2.44x V100S
FP32 Compute
2.45x
Need 2.45x V100S
VRAM
0.38x
V100S has 2.67x more
Memory Bandwidth
0.44x
V100S has 2.25x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.26x
A100 SXM is 3.89x faster
FP32 Compute
2.06x
Need 2.06x A100 SXM
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.25x
A100 SXM has 4.05x more
NVIDIA GeForce GTX 1660 Super
Compute (FP32-eq)
7.97x
Need 7.97x GeForce GTX 1660 Super
FP32 Compute
7.98x
Need 7.98x GeForce GTX 1660 Super
VRAM
2.00x
Need 2.00x GeForce GTX 1660 Super
Memory Bandwidth
1.50x
Need 1.50x GeForce GTX 1660 Super

To match 1x NVIDIA GeForce RTX 3090

Intel Habana Gaudi 3
Compute (FP32-eq)
0.04x
Gaudi 3 is 25.85x faster
VRAM
0.19x
Gaudi 3 has 5.33x more
Memory Bandwidth
0.25x
Gaudi 3 has 3.95x more
Graphcore Bow IPU
VRAM
6.67x
Need 6.67x Bow IPU
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.89x
GeForce RTX 4070 Ti is 1.13x faster
FP32 Compute
0.89x
GeForce RTX 4070 Ti is 1.13x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4070 Ti
Memory Bandwidth
1.86x
Need 1.86x GeForce RTX 4070 Ti
NVIDIA V100S
Compute (FP32-eq)
2.16x
Need 2.16x V100S
FP32 Compute
2.17x
Need 2.17x V100S
VRAM
0.75x
V100S has 1.33x more
Memory Bandwidth
0.83x
V100S has 1.21x more
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 GeForce GTX 1660 Super
Compute (FP32-eq)
7.06x
Need 7.06x GeForce GTX 1660 Super
FP32 Compute
7.08x
Need 7.08x GeForce GTX 1660 Super
VRAM
4.00x
Need 4.00x GeForce GTX 1660 Super
Memory Bandwidth
2.79x
Need 2.79x GeForce GTX 1660 Super

To match 1x NVIDIA V100S

Intel Habana Gaudi 3
Compute (FP32-eq)
0.02x
Gaudi 3 is 55.95x faster
VRAM
0.25x
Gaudi 3 has 4.00x more
Memory Bandwidth
0.31x
Gaudi 3 has 3.26x more
Graphcore Bow IPU
VRAM
8.89x
Need 8.89x Bow IPU
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.41x
GeForce RTX 4070 Ti is 2.44x faster
FP32 Compute
0.41x
GeForce RTX 4070 Ti is 2.45x faster
VRAM
2.67x
Need 2.67x GeForce RTX 4070 Ti
Memory Bandwidth
2.25x
Need 2.25x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.46x
GeForce RTX 3090 is 2.16x faster
FP32 Compute
0.46x
GeForce RTX 3090 is 2.17x faster
VRAM
1.33x
Need 1.33x GeForce RTX 3090
Memory Bandwidth
1.21x
Need 1.21x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.11x
A100 SXM is 9.51x faster
FP32 Compute
0.84x
A100 SXM is 1.19x faster
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.56x
A100 SXM has 1.80x more
NVIDIA GeForce GTX 1660 Super
Compute (FP32-eq)
3.26x
Need 3.26x GeForce GTX 1660 Super
FP32 Compute
3.26x
Need 3.26x GeForce GTX 1660 Super
VRAM
5.33x
Need 5.33x GeForce GTX 1660 Super
Memory Bandwidth
3.38x
Need 3.38x GeForce GTX 1660 Super

To match 1x NVIDIA A100 SXM

Intel Habana Gaudi 3
Compute (FP32-eq)
0.17x
Gaudi 3 is 5.88x faster
VRAM
0.63x
Gaudi 3 has 1.60x more
Memory Bandwidth
0.55x
Gaudi 3 has 1.81x more
Graphcore Bow IPU
VRAM
22.22x
Need 22.22x Bow IPU
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
3.89x
Need 3.89x GeForce RTX 4070 Ti
FP32 Compute
0.49x
GeForce RTX 4070 Ti is 2.06x faster
VRAM
6.67x
Need 6.67x GeForce RTX 4070 Ti
Memory Bandwidth
4.05x
Need 4.05x GeForce RTX 4070 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 V100S
Compute (FP32-eq)
9.51x
Need 9.51x V100S
FP32 Compute
1.19x
Need 1.19x V100S
VRAM
2.50x
Need 2.50x V100S
Memory Bandwidth
1.80x
Need 1.80x V100S
NVIDIA GeForce GTX 1660 Super
Compute (FP32-eq)
31.03x
Need 31.03x GeForce GTX 1660 Super
FP32 Compute
3.88x
Need 3.88x GeForce GTX 1660 Super
VRAM
13.33x
Need 13.33x GeForce GTX 1660 Super
Memory Bandwidth
6.07x
Need 6.07x GeForce GTX 1660 Super

To match 1x NVIDIA GeForce GTX 1660 Super

Intel Habana Gaudi 3
Compute (FP32-eq)
0.01x
Gaudi 3 is 182.51x faster
VRAM
0.05x
Gaudi 3 has 21.33x more
Memory Bandwidth
0.09x
Gaudi 3 has 11.01x more
Graphcore Bow IPU
VRAM
1.67x
Need 1.67x Bow IPU
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.13x
GeForce RTX 4070 Ti is 7.97x faster
FP32 Compute
0.13x
GeForce RTX 4070 Ti is 7.98x faster
VRAM
0.50x
GeForce RTX 4070 Ti has 2.00x more
Memory Bandwidth
0.67x
GeForce RTX 4070 Ti has 1.50x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.14x
GeForce RTX 3090 is 7.06x faster
FP32 Compute
0.14x
GeForce RTX 3090 is 7.08x faster
VRAM
0.25x
GeForce RTX 3090 has 4.00x more
Memory Bandwidth
0.36x
GeForce RTX 3090 has 2.79x more
NVIDIA V100S
Compute (FP32-eq)
0.31x
V100S is 3.26x faster
FP32 Compute
0.31x
V100S is 3.26x faster
VRAM
0.19x
V100S has 5.33x more
Memory Bandwidth
0.30x
V100S has 3.38x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.03x
A100 SXM is 31.03x faster
FP32 Compute
0.26x
A100 SXM is 3.88x faster
VRAM
0.07x
A100 SXM has 13.33x more
Memory Bandwidth
0.16x
A100 SXM has 6.07x more

Pricing

Price TypeGaudi 3Bow IPUGeForce RTX 4070 TiGeForce RTX 3090V100SA100 SXMGeForce GTX 1660 Super
CAPEX (Street Price)$15,000————$15,000—
OPEX (per hour)$1.20/hr—$0.10/hr$0.11/hr$0.88/hr$4.05/hr$0.04/hr
Price per TFLOPs (FP32-eq)$16————$96—