Compare XPUs

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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

SpecificationTenstorrent WormholeGoogle TPU v5pNVIDIA B200NVIDIA GeForce GTX 1080 TiNVIDIA GeForce RTX 3090NVIDIA L40
ArchitectureTensix CoreTPU v5BlackwellPascalAmpereAda Lovelace
Form Factor—MezzanineSXMPCIePCIePCIe
VRAM24 GB95 GB192 GB11 GB24 GB48 GB
Memory Bandwidth——8,000 GB/s484 GB/s936 GB/s864 GB/s
TFLOPs (FP32)——4511.3435.645
TFLOPs (FP16)——2,250———
TFLOPs3644592,25011.3471181.05
TFLOPs (FP8)——4,500———
TDP160 W400 W1000 W250 W350 W300 W
Launch DateOct 2023Aug 2023Mar 2024Mar 2017Sep 2020Oct 2022

Efficiency Metrics

MetricWormholeTPU v5pB200GeForce GTX 1080 TiGeForce RTX 3090L40
TFLOPs per Watt (FP32-eq)1.140.571.130.050.100.30
Memory Bandwidth per GB——41.7 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 Tenstorrent Wormhole

Google TPU v5p
Compute (FP32-eq)
0.79x
TPU v5p is 1.26x faster
VRAM
0.25x
TPU v5p has 3.96x more
NVIDIA B200
Compute (FP32-eq)
0.16x
B200 is 6.18x faster
VRAM
0.13x
B200 has 8.00x more
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
16.05x
Need 16.05x GeForce GTX 1080 Ti
VRAM
2.18x
Need 2.18x GeForce GTX 1080 Ti
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 Google TPU v5p

Tenstorrent Wormhole
Compute (FP32-eq)
1.26x
Need 1.26x Wormhole
VRAM
3.96x
Need 3.96x Wormhole
NVIDIA B200
Compute (FP32-eq)
0.20x
B200 is 4.90x faster
VRAM
0.49x
B200 has 2.02x more
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
20.24x
Need 20.24x GeForce GTX 1080 Ti
VRAM
8.64x
Need 8.64x GeForce GTX 1080 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
6.46x
Need 6.46x GeForce RTX 3090
VRAM
3.96x
Need 3.96x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
2.54x
Need 2.54x L40
VRAM
1.98x
Need 1.98x L40

To match 1x NVIDIA B200

Tenstorrent Wormhole
Compute (FP32-eq)
6.18x
Need 6.18x Wormhole
VRAM
8.00x
Need 8.00x Wormhole
Google TPU v5p
Compute (FP32-eq)
4.90x
Need 4.90x TPU v5p
VRAM
2.02x
Need 2.02x TPU v5p
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
99.21x
Need 99.21x GeForce GTX 1080 Ti
FP32 Compute
3.97x
Need 3.97x GeForce GTX 1080 Ti
VRAM
17.45x
Need 17.45x GeForce GTX 1080 Ti
Memory Bandwidth
16.53x
Need 16.53x GeForce GTX 1080 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
31.69x
Need 31.69x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
8.55x
Need 8.55x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
12.43x
Need 12.43x L40
FP32 Compute
1.00x
L40 is 1.00x faster
VRAM
4.00x
Need 4.00x L40
Memory Bandwidth
9.26x
Need 9.26x L40

To match 1x NVIDIA GeForce GTX 1080 Ti

Tenstorrent Wormhole
Compute (FP32-eq)
0.06x
Wormhole is 16.05x faster
VRAM
0.46x
Wormhole has 2.18x more
Google TPU v5p
Compute (FP32-eq)
0.05x
TPU v5p is 20.24x faster
VRAM
0.12x
TPU v5p has 8.64x more
NVIDIA B200
Compute (FP32-eq)
0.01x
B200 is 99.21x faster
FP32 Compute
0.25x
B200 is 3.97x faster
VRAM
0.06x
B200 has 17.45x more
Memory Bandwidth
0.06x
B200 has 16.53x more
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

Tenstorrent Wormhole
Compute (FP32-eq)
0.20x
Wormhole is 5.13x faster
VRAM
1.00x
Wormhole has 1.00x more
Google TPU v5p
Compute (FP32-eq)
0.15x
TPU v5p is 6.46x faster
VRAM
0.25x
TPU v5p has 3.96x more
NVIDIA B200
Compute (FP32-eq)
0.03x
B200 is 31.69x faster
FP32 Compute
0.79x
B200 is 1.26x faster
VRAM
0.13x
B200 has 8.00x more
Memory Bandwidth
0.12x
B200 has 8.55x more
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

Tenstorrent Wormhole
Compute (FP32-eq)
0.50x
Wormhole is 2.01x faster
VRAM
2.00x
Need 2.00x Wormhole
Google TPU v5p
Compute (FP32-eq)
0.39x
TPU v5p is 2.54x faster
VRAM
0.51x
TPU v5p has 1.98x more
NVIDIA B200
Compute (FP32-eq)
0.08x
B200 is 12.43x faster
FP32 Compute
1.00x
B200 is 1.00x faster
VRAM
0.25x
B200 has 4.00x more
Memory Bandwidth
0.11x
B200 has 9.26x more
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 TypeWormholeTPU v5pB200GeForce GTX 1080 TiGeForce RTX 3090L40
CAPEX (Street Price)——$70,000———
OPEX (per hour)—$5.00/hr$3.99/hr$0.04/hr$0.11/hr$0.69/hr
Price per TFLOPs (FP32-eq)——$62———