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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 3NVIDIA RTX 5000 BlackwellNVIDIA GeForce RTX 4060 TiNVIDIA GeForce RTX 2080NVIDIA GeForce RTX 3090NVIDIA A100 SXMNVIDIA T4
ArchitectureGaudi Gen3BlackwellAda LovelaceTuringAmpereAmpereTuring
Form FactorOAMPCIePCIePCIePCIeSXMPCIe
VRAM128 GB32 GB8 GB8 GB24 GB80 GB16 GB
Memory Bandwidth3,700 GB/s896 GB/s288 GB/s448 GB/s936 GB/s2,039 GB/s320 GB/s
TFLOPs (FP32)—12122.110.135.619.58.1
TFLOPs (FP16)—————312—
TFLOPs1,8352424410.17131265
TFLOPs (FP8)3,670——————
TDP900 W250 W160 W215 W350 W400 W70 W
Launch DateApr 2024Jan 2025May 2023Sep 2018Sep 2020May 2020Sep 2018

Efficiency Metrics

MetricGaudi 3RTX 5000 BlackwellGeForce RTX 4060 TiGeForce RTX 2080GeForce RTX 3090A100 SXMT4
TFLOPs per Watt (FP32-eq)1.020.480.140.050.100.390.46
Memory Bandwidth per GB28.9 GB/s28.0 GB/s36.0 GB/s56.0 GB/s39.0 GB/s25.5 GB/s20.0 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

NVIDIA RTX 5000 Blackwell
Compute (FP32-eq)
7.58x
Need 7.58x RTX 5000 Blackwell
VRAM
4.00x
Need 4.00x RTX 5000 Blackwell
Memory Bandwidth
4.13x
Need 4.13x RTX 5000 Blackwell
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
41.70x
Need 41.70x GeForce RTX 4060 Ti
VRAM
16.00x
Need 16.00x GeForce RTX 4060 Ti
Memory Bandwidth
12.85x
Need 12.85x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
90.84x
Need 90.84x GeForce RTX 2080
VRAM
16.00x
Need 16.00x GeForce RTX 2080
Memory Bandwidth
8.26x
Need 8.26x GeForce RTX 2080
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 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 T4
Compute (FP32-eq)
28.23x
Need 28.23x T4
VRAM
8.00x
Need 8.00x T4
Memory Bandwidth
11.56x
Need 11.56x T4

To match 1x NVIDIA RTX 5000 Blackwell

Intel Habana Gaudi 3
Compute (FP32-eq)
0.13x
Gaudi 3 is 7.58x faster
VRAM
0.25x
Gaudi 3 has 4.00x more
Memory Bandwidth
0.24x
Gaudi 3 has 4.13x more
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
5.50x
Need 5.50x GeForce RTX 4060 Ti
FP32 Compute
5.48x
Need 5.48x GeForce RTX 4060 Ti
VRAM
4.00x
Need 4.00x GeForce RTX 4060 Ti
Memory Bandwidth
3.11x
Need 3.11x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
11.98x
Need 11.98x GeForce RTX 2080
FP32 Compute
11.98x
Need 11.98x GeForce RTX 2080
VRAM
4.00x
Need 4.00x GeForce RTX 2080
Memory Bandwidth
2.00x
Need 2.00x GeForce RTX 2080
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.41x
Need 3.41x GeForce RTX 3090
FP32 Compute
3.40x
Need 3.40x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
Memory Bandwidth
0.96x
GeForce RTX 3090 has 1.04x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.78x
A100 SXM is 1.29x faster
FP32 Compute
6.21x
Need 6.21x A100 SXM
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.44x
A100 SXM has 2.28x more
NVIDIA T4
Compute (FP32-eq)
3.72x
Need 3.72x T4
FP32 Compute
14.94x
Need 14.94x T4
VRAM
2.00x
Need 2.00x T4
Memory Bandwidth
2.80x
Need 2.80x T4

To match 1x NVIDIA GeForce RTX 4060 Ti

Intel Habana Gaudi 3
Compute (FP32-eq)
0.02x
Gaudi 3 is 41.70x faster
VRAM
0.06x
Gaudi 3 has 16.00x more
Memory Bandwidth
0.08x
Gaudi 3 has 12.85x more
NVIDIA RTX 5000 Blackwell
Compute (FP32-eq)
0.18x
RTX 5000 Blackwell is 5.50x faster
FP32 Compute
0.18x
RTX 5000 Blackwell is 5.48x faster
VRAM
0.25x
RTX 5000 Blackwell has 4.00x more
Memory Bandwidth
0.32x
RTX 5000 Blackwell has 3.11x more
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
2.18x
Need 2.18x GeForce RTX 2080
FP32 Compute
2.19x
Need 2.19x GeForce RTX 2080
VRAM
1.00x
GeForce RTX 2080 has 1.00x more
Memory Bandwidth
0.64x
GeForce RTX 2080 has 1.56x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.62x
GeForce RTX 3090 is 1.61x faster
FP32 Compute
0.62x
GeForce RTX 3090 is 1.61x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.31x
GeForce RTX 3090 has 3.25x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.14x
A100 SXM is 7.09x faster
FP32 Compute
1.13x
Need 1.13x A100 SXM
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.14x
A100 SXM has 7.08x more
NVIDIA T4
Compute (FP32-eq)
0.68x
T4 is 1.48x faster
FP32 Compute
2.73x
Need 2.73x T4
VRAM
0.50x
T4 has 2.00x more
Memory Bandwidth
0.90x
T4 has 1.11x more

To match 1x NVIDIA GeForce RTX 2080

Intel Habana Gaudi 3
Compute (FP32-eq)
0.01x
Gaudi 3 is 90.84x faster
VRAM
0.06x
Gaudi 3 has 16.00x more
Memory Bandwidth
0.12x
Gaudi 3 has 8.26x more
NVIDIA RTX 5000 Blackwell
Compute (FP32-eq)
0.08x
RTX 5000 Blackwell is 11.98x faster
FP32 Compute
0.08x
RTX 5000 Blackwell is 11.98x faster
VRAM
0.25x
RTX 5000 Blackwell has 4.00x more
Memory Bandwidth
0.50x
RTX 5000 Blackwell has 2.00x more
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
0.46x
GeForce RTX 4060 Ti is 2.18x faster
FP32 Compute
0.46x
GeForce RTX 4060 Ti is 2.19x faster
VRAM
1.00x
GeForce RTX 4060 Ti has 1.00x more
Memory Bandwidth
1.56x
Need 1.56x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.28x
GeForce RTX 3090 is 3.51x faster
FP32 Compute
0.28x
GeForce RTX 3090 is 3.52x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 15.45x faster
FP32 Compute
0.52x
A100 SXM is 1.93x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more
NVIDIA T4
Compute (FP32-eq)
0.31x
T4 is 3.22x faster
FP32 Compute
1.25x
Need 1.25x T4
VRAM
0.50x
T4 has 2.00x more
Memory Bandwidth
1.40x
Need 1.40x T4

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
NVIDIA RTX 5000 Blackwell
Compute (FP32-eq)
0.29x
RTX 5000 Blackwell is 3.41x faster
FP32 Compute
0.29x
RTX 5000 Blackwell is 3.40x faster
VRAM
0.75x
RTX 5000 Blackwell has 1.33x more
Memory Bandwidth
1.04x
Need 1.04x RTX 5000 Blackwell
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
1.61x
Need 1.61x GeForce RTX 4060 Ti
FP32 Compute
1.61x
Need 1.61x GeForce RTX 4060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 4060 Ti
Memory Bandwidth
3.25x
Need 3.25x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
3.51x
Need 3.51x GeForce RTX 2080
FP32 Compute
3.52x
Need 3.52x GeForce RTX 2080
VRAM
3.00x
Need 3.00x GeForce RTX 2080
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 2080
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 T4
Compute (FP32-eq)
1.09x
Need 1.09x T4
FP32 Compute
4.40x
Need 4.40x T4
VRAM
1.50x
Need 1.50x T4
Memory Bandwidth
2.92x
Need 2.92x T4

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
NVIDIA RTX 5000 Blackwell
Compute (FP32-eq)
1.29x
Need 1.29x RTX 5000 Blackwell
FP32 Compute
0.16x
RTX 5000 Blackwell is 6.21x faster
VRAM
2.50x
Need 2.50x RTX 5000 Blackwell
Memory Bandwidth
2.28x
Need 2.28x RTX 5000 Blackwell
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
7.09x
Need 7.09x GeForce RTX 4060 Ti
FP32 Compute
0.88x
GeForce RTX 4060 Ti is 1.13x faster
VRAM
10.00x
Need 10.00x GeForce RTX 4060 Ti
Memory Bandwidth
7.08x
Need 7.08x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
15.45x
Need 15.45x GeForce RTX 2080
FP32 Compute
1.93x
Need 1.93x GeForce RTX 2080
VRAM
10.00x
Need 10.00x GeForce RTX 2080
Memory Bandwidth
4.55x
Need 4.55x GeForce RTX 2080
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 T4
Compute (FP32-eq)
4.80x
Need 4.80x T4
FP32 Compute
2.41x
Need 2.41x T4
VRAM
5.00x
Need 5.00x T4
Memory Bandwidth
6.37x
Need 6.37x T4

To match 1x NVIDIA T4

Intel Habana Gaudi 3
Compute (FP32-eq)
0.04x
Gaudi 3 is 28.23x faster
VRAM
0.13x
Gaudi 3 has 8.00x more
Memory Bandwidth
0.09x
Gaudi 3 has 11.56x more
NVIDIA RTX 5000 Blackwell
Compute (FP32-eq)
0.27x
RTX 5000 Blackwell is 3.72x faster
FP32 Compute
0.07x
RTX 5000 Blackwell is 14.94x faster
VRAM
0.50x
RTX 5000 Blackwell has 2.00x more
Memory Bandwidth
0.36x
RTX 5000 Blackwell has 2.80x more
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
1.48x
Need 1.48x GeForce RTX 4060 Ti
FP32 Compute
0.37x
GeForce RTX 4060 Ti is 2.73x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4060 Ti
Memory Bandwidth
1.11x
Need 1.11x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
3.22x
Need 3.22x GeForce RTX 2080
FP32 Compute
0.80x
GeForce RTX 2080 is 1.25x faster
VRAM
2.00x
Need 2.00x GeForce RTX 2080
Memory Bandwidth
0.71x
GeForce RTX 2080 has 1.40x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.92x
GeForce RTX 3090 is 1.09x faster
FP32 Compute
0.23x
GeForce RTX 3090 is 4.40x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.34x
GeForce RTX 3090 has 2.92x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.21x
A100 SXM is 4.80x faster
FP32 Compute
0.42x
A100 SXM is 2.41x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.16x
A100 SXM has 6.37x more

Pricing

Price TypeGaudi 3RTX 5000 BlackwellGeForce RTX 4060 TiGeForce RTX 2080GeForce RTX 3090A100 SXMT4
CAPEX (Street Price)$15,000————$15,000—
OPEX (per hour)$1.20/hr—$0.10/hr$0.07/hr$0.11/hr$4.05/hr$0.27/hr
Price per TFLOPs (FP32-eq)$16————$96—