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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

SpecificationMeta MTIA v1FuriosaAI RNGD (Renegade)NVIDIA Quadro K620NVIDIA GeForce GTX 1070 TiNVIDIA GeForce GTX 1080 TiNVIDIA GeForce RTX 3090NVIDIA L40
ArchitectureMeta Training & Inference AcceleratorTensor Contraction ProcessorKeplerPascalPascalAmpereAda Lovelace
Form Factor—PCIePCIePCIePCIePCIePCIe
VRAM128 GB48 GB2 GB8 GB11 GB24 GB48 GB
Memory Bandwidth—1,500 GB/s29 GB/s256 GB/s484 GB/s936 GB/s864 GB/s
TFLOPs (FP32)——0.7688.18611.3435.645
TFLOPs (FP16)———————
TFLOPs—2560.7688.18611.3471181.05
TFLOPs (FP8)—512—————
TDP400 W180 W45 W180 W250 W350 W300 W
Launch DateMay 2023Jan 2024Jul 2014Nov 2017Mar 2017Sep 2020Oct 2022

Efficiency Metrics

MetricMTIA v1RNGD (Renegade)Quadro K620GeForce GTX 1070 TiGeForce GTX 1080 TiGeForce RTX 3090L40
TFLOPs per Watt (FP32-eq)—0.710.020.050.050.100.30
Memory Bandwidth per GB—31.3 GB/s14.5 GB/s32.0 GB/s44.0 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 Meta MTIA v1

FuriosaAI RNGD (Renegade)
VRAM
2.67x
Need 2.67x RNGD (Renegade)
NVIDIA Quadro K620
VRAM
64.00x
Need 64.00x Quadro K620
NVIDIA GeForce GTX 1070 Ti
VRAM
16.00x
Need 16.00x GeForce GTX 1070 Ti
NVIDIA GeForce GTX 1080 Ti
VRAM
11.64x
Need 11.64x GeForce GTX 1080 Ti
NVIDIA GeForce RTX 3090
VRAM
5.33x
Need 5.33x GeForce RTX 3090
NVIDIA L40
VRAM
2.67x
Need 2.67x L40

To match 1x FuriosaAI RNGD (Renegade)

Meta MTIA v1
VRAM
0.38x
MTIA v1 has 2.67x more
NVIDIA Quadro K620
Compute (FP32-eq)
166.67x
Need 166.67x Quadro K620
VRAM
24.00x
Need 24.00x Quadro K620
Memory Bandwidth
51.72x
Need 51.72x Quadro K620
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
15.64x
Need 15.64x GeForce GTX 1070 Ti
VRAM
6.00x
Need 6.00x GeForce GTX 1070 Ti
Memory Bandwidth
5.86x
Need 5.86x GeForce GTX 1070 Ti
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
11.29x
Need 11.29x GeForce GTX 1080 Ti
VRAM
4.36x
Need 4.36x GeForce GTX 1080 Ti
Memory Bandwidth
3.10x
Need 3.10x GeForce GTX 1080 Ti
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 Quadro K620

Meta MTIA v1
VRAM
0.02x
MTIA v1 has 64.00x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.01x
RNGD (Renegade) is 166.67x faster
VRAM
0.04x
RNGD (Renegade) has 24.00x more
Memory Bandwidth
0.02x
RNGD (Renegade) has 51.72x more
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
0.09x
GeForce GTX 1070 Ti is 10.66x faster
FP32 Compute
0.09x
GeForce GTX 1070 Ti is 10.66x faster
VRAM
0.25x
GeForce GTX 1070 Ti has 4.00x more
Memory Bandwidth
0.11x
GeForce GTX 1070 Ti has 8.83x more
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
0.07x
GeForce GTX 1080 Ti is 14.77x faster
FP32 Compute
0.07x
GeForce GTX 1080 Ti is 14.77x faster
VRAM
0.18x
GeForce GTX 1080 Ti has 5.50x more
Memory Bandwidth
0.06x
GeForce GTX 1080 Ti has 16.69x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.02x
GeForce RTX 3090 is 46.22x faster
FP32 Compute
0.02x
GeForce RTX 3090 is 46.35x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.03x
GeForce RTX 3090 has 32.28x more
NVIDIA L40
Compute (FP32-eq)
0.01x
L40 is 117.87x faster
FP32 Compute
0.02x
L40 is 58.59x faster
VRAM
0.04x
L40 has 24.00x more
Memory Bandwidth
0.03x
L40 has 29.79x more

To match 1x NVIDIA GeForce GTX 1070 Ti

Meta MTIA v1
VRAM
0.06x
MTIA v1 has 16.00x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.06x
RNGD (Renegade) is 15.64x faster
VRAM
0.17x
RNGD (Renegade) has 6.00x more
Memory Bandwidth
0.17x
RNGD (Renegade) has 5.86x more
NVIDIA Quadro K620
Compute (FP32-eq)
10.66x
Need 10.66x Quadro K620
FP32 Compute
10.66x
Need 10.66x Quadro K620
VRAM
4.00x
Need 4.00x Quadro K620
Memory Bandwidth
8.83x
Need 8.83x Quadro K620
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
0.72x
GeForce GTX 1080 Ti is 1.39x faster
FP32 Compute
0.72x
GeForce GTX 1080 Ti is 1.39x faster
VRAM
0.73x
GeForce GTX 1080 Ti has 1.38x more
Memory Bandwidth
0.53x
GeForce GTX 1080 Ti has 1.89x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.23x
GeForce RTX 3090 is 4.34x faster
FP32 Compute
0.23x
GeForce RTX 3090 is 4.35x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.27x
GeForce RTX 3090 has 3.66x more
NVIDIA L40
Compute (FP32-eq)
0.09x
L40 is 11.06x faster
FP32 Compute
0.18x
L40 is 5.50x faster
VRAM
0.17x
L40 has 6.00x more
Memory Bandwidth
0.30x
L40 has 3.38x more

To match 1x NVIDIA GeForce GTX 1080 Ti

Meta MTIA v1
VRAM
0.09x
MTIA v1 has 11.64x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.09x
RNGD (Renegade) is 11.29x faster
VRAM
0.23x
RNGD (Renegade) has 4.36x more
Memory Bandwidth
0.32x
RNGD (Renegade) has 3.10x more
NVIDIA Quadro K620
Compute (FP32-eq)
14.77x
Need 14.77x Quadro K620
FP32 Compute
14.77x
Need 14.77x Quadro K620
VRAM
5.50x
Need 5.50x Quadro K620
Memory Bandwidth
16.69x
Need 16.69x Quadro K620
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
1.39x
Need 1.39x GeForce GTX 1070 Ti
FP32 Compute
1.39x
Need 1.39x GeForce GTX 1070 Ti
VRAM
1.38x
Need 1.38x GeForce GTX 1070 Ti
Memory Bandwidth
1.89x
Need 1.89x GeForce GTX 1070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.32x
GeForce RTX 3090 is 3.13x faster
FP32 Compute
0.32x
GeForce RTX 3090 is 3.14x faster
VRAM
0.46x
GeForce RTX 3090 has 2.18x more
Memory Bandwidth
0.52x
GeForce RTX 3090 has 1.93x more
NVIDIA L40
Compute (FP32-eq)
0.13x
L40 is 7.98x faster
FP32 Compute
0.25x
L40 is 3.97x faster
VRAM
0.23x
L40 has 4.36x more
Memory Bandwidth
0.56x
L40 has 1.79x more

To match 1x NVIDIA GeForce RTX 3090

Meta MTIA v1
VRAM
0.19x
MTIA v1 has 5.33x 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 Quadro K620
Compute (FP32-eq)
46.22x
Need 46.22x Quadro K620
FP32 Compute
46.35x
Need 46.35x Quadro K620
VRAM
12.00x
Need 12.00x Quadro K620
Memory Bandwidth
32.28x
Need 32.28x Quadro K620
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
4.34x
Need 4.34x GeForce GTX 1070 Ti
FP32 Compute
4.35x
Need 4.35x GeForce GTX 1070 Ti
VRAM
3.00x
Need 3.00x GeForce GTX 1070 Ti
Memory Bandwidth
3.66x
Need 3.66x GeForce GTX 1070 Ti
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
3.13x
Need 3.13x GeForce GTX 1080 Ti
FP32 Compute
3.14x
Need 3.14x GeForce GTX 1080 Ti
VRAM
2.18x
Need 2.18x GeForce GTX 1080 Ti
Memory Bandwidth
1.93x
Need 1.93x GeForce GTX 1080 Ti
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

Meta MTIA v1
VRAM
0.38x
MTIA v1 has 2.67x 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 Quadro K620
Compute (FP32-eq)
117.87x
Need 117.87x Quadro K620
FP32 Compute
58.59x
Need 58.59x Quadro K620
VRAM
24.00x
Need 24.00x Quadro K620
Memory Bandwidth
29.79x
Need 29.79x Quadro K620
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
11.06x
Need 11.06x GeForce GTX 1070 Ti
FP32 Compute
5.50x
Need 5.50x GeForce GTX 1070 Ti
VRAM
6.00x
Need 6.00x GeForce GTX 1070 Ti
Memory Bandwidth
3.38x
Need 3.38x GeForce GTX 1070 Ti
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
7.98x
Need 7.98x GeForce GTX 1080 Ti
FP32 Compute
3.97x
Need 3.97x GeForce GTX 1080 Ti
VRAM
4.36x
Need 4.36x GeForce GTX 1080 Ti
Memory Bandwidth
1.79x
Need 1.79x GeForce GTX 1080 Ti
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 TypeMTIA v1RNGD (Renegade)Quadro K620GeForce GTX 1070 TiGeForce GTX 1080 TiGeForce RTX 3090L40
CAPEX (Street Price)———————
OPEX (per hour)——$0.05/hr$0.05/hr$0.04/hr$0.11/hr$0.69/hr
Price per TFLOPs (FP32-eq)———————