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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

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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 Habana Gaudi 2Tenstorrent WormholeIntel Data Center GPU Max 1100FuriosaAI RNGD (Renegade)NVIDIA GeForce RTX 3090NVIDIA L40
ArchitectureGaudi Gen2Tensix CorePonte VecchioTensor Contraction ProcessorAmpereAda Lovelace
Form FactorOAM—OAMPCIePCIePCIe
VRAM96 GB24 GB48 GB48 GB24 GB48 GB
Memory Bandwidth2,450 GB/s—1,229 GB/s1,500 GB/s936 GB/s864 GB/s
TFLOPs (FP32)——22—35.645
TFLOPs (FP16)——177———
TFLOPs43236417725671181.05
TFLOPs (FP8)———512——
TDP600 W160 W300 W180 W350 W300 W
Launch DateMay 2022Oct 2023Jan 2023Jan 2024Sep 2020Oct 2022

Efficiency Metrics

MetricGaudi 2WormholeData Center GPU Max 1100RNGD (Renegade)GeForce RTX 3090L40
TFLOPs per Watt (FP32-eq)0.361.140.290.710.100.30
Memory Bandwidth per GB25.5 GB/s—25.6 GB/s31.3 GB/s39.0 GB/s18.0 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 2

Tenstorrent Wormhole
Compute (FP32-eq)
1.19x
Need 1.19x Wormhole
VRAM
4.00x
Need 4.00x Wormhole
Intel Data Center GPU Max 1100
Compute (FP32-eq)
2.44x
Need 2.44x Data Center GPU Max 1100
VRAM
2.00x
Need 2.00x Data Center GPU Max 1100
Memory Bandwidth
1.99x
Need 1.99x Data Center GPU Max 1100
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
1.69x
Need 1.69x RNGD (Renegade)
VRAM
2.00x
Need 2.00x RNGD (Renegade)
Memory Bandwidth
1.63x
Need 1.63x RNGD (Renegade)
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
6.08x
Need 6.08x GeForce RTX 3090
VRAM
4.00x
Need 4.00x GeForce RTX 3090
Memory Bandwidth
2.62x
Need 2.62x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
2.39x
Need 2.39x L40
VRAM
2.00x
Need 2.00x L40
Memory Bandwidth
2.84x
Need 2.84x L40

To match 1x Tenstorrent Wormhole

Intel Habana Gaudi 2
Compute (FP32-eq)
0.84x
Gaudi 2 is 1.19x faster
VRAM
0.25x
Gaudi 2 has 4.00x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
2.06x
Need 2.06x Data Center GPU Max 1100
VRAM
0.50x
Data Center GPU Max 1100 has 2.00x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
1.42x
Need 1.42x RNGD (Renegade)
VRAM
0.50x
RNGD (Renegade) has 2.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
5.13x
Need 5.13x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
NVIDIA L40
Compute (FP32-eq)
2.01x
Need 2.01x L40
VRAM
0.50x
L40 has 2.00x more

To match 1x Intel Data Center GPU Max 1100

Intel Habana Gaudi 2
Compute (FP32-eq)
0.41x
Gaudi 2 is 2.44x faster
VRAM
0.50x
Gaudi 2 has 2.00x more
Memory Bandwidth
0.50x
Gaudi 2 has 1.99x more
Tenstorrent Wormhole
Compute (FP32-eq)
0.49x
Wormhole is 2.06x faster
VRAM
2.00x
Need 2.00x Wormhole
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.69x
RNGD (Renegade) is 1.45x faster
VRAM
1.00x
RNGD (Renegade) has 1.00x more
Memory Bandwidth
0.82x
RNGD (Renegade) has 1.22x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.49x
Need 2.49x GeForce RTX 3090
FP32 Compute
0.62x
GeForce RTX 3090 is 1.62x faster
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.31x
Need 1.31x GeForce RTX 3090
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

To match 1x FuriosaAI RNGD (Renegade)

Intel Habana Gaudi 2
Compute (FP32-eq)
0.59x
Gaudi 2 is 1.69x faster
VRAM
0.50x
Gaudi 2 has 2.00x more
Memory Bandwidth
0.61x
Gaudi 2 has 1.63x more
Tenstorrent Wormhole
Compute (FP32-eq)
0.70x
Wormhole is 1.42x faster
VRAM
2.00x
Need 2.00x Wormhole
Intel Data Center GPU Max 1100
Compute (FP32-eq)
1.45x
Need 1.45x Data Center GPU Max 1100
VRAM
1.00x
Data Center GPU Max 1100 has 1.00x more
Memory Bandwidth
1.22x
Need 1.22x Data Center GPU Max 1100
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.61x
Need 3.61x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.60x
Need 1.60x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
1.41x
Need 1.41x L40
VRAM
1.00x
L40 has 1.00x more
Memory Bandwidth
1.74x
Need 1.74x L40

To match 1x NVIDIA GeForce RTX 3090

Intel Habana Gaudi 2
Compute (FP32-eq)
0.16x
Gaudi 2 is 6.08x faster
VRAM
0.25x
Gaudi 2 has 4.00x more
Memory Bandwidth
0.38x
Gaudi 2 has 2.62x more
Tenstorrent Wormhole
Compute (FP32-eq)
0.20x
Wormhole is 5.13x faster
VRAM
1.00x
Wormhole has 1.00x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.40x
Data Center GPU Max 1100 is 2.49x faster
FP32 Compute
1.62x
Need 1.62x Data Center GPU Max 1100
VRAM
0.50x
Data Center GPU Max 1100 has 2.00x more
Memory Bandwidth
0.76x
Data Center GPU Max 1100 has 1.31x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.28x
RNGD (Renegade) is 3.61x faster
VRAM
0.50x
RNGD (Renegade) has 2.00x more
Memory Bandwidth
0.62x
RNGD (Renegade) has 1.60x more
NVIDIA L40
Compute (FP32-eq)
0.39x
L40 is 2.55x faster
FP32 Compute
0.79x
L40 is 1.26x faster
VRAM
0.50x
L40 has 2.00x more
Memory Bandwidth
1.08x
Need 1.08x L40

To match 1x NVIDIA L40

Intel Habana Gaudi 2
Compute (FP32-eq)
0.42x
Gaudi 2 is 2.39x faster
VRAM
0.50x
Gaudi 2 has 2.00x more
Memory Bandwidth
0.35x
Gaudi 2 has 2.84x more
Tenstorrent Wormhole
Compute (FP32-eq)
0.50x
Wormhole is 2.01x faster
VRAM
2.00x
Need 2.00x Wormhole
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
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.71x
RNGD (Renegade) is 1.41x faster
VRAM
1.00x
RNGD (Renegade) has 1.00x more
Memory Bandwidth
0.58x
RNGD (Renegade) has 1.74x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.55x
Need 2.55x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.92x
GeForce RTX 3090 has 1.08x more

Pricing

Price TypeGaudi 2WormholeData Center GPU Max 1100RNGD (Renegade)GeForce RTX 3090L40
CAPEX (Street Price)——$5,000———
OPEX (per hour)————$0.11/hr$0.69/hr
Price per TFLOPs (FP32-eq)——$56———