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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 WormholeAMD MI300XFuriosaAI RNGD (Renegade)NVIDIA GeForce RTX 3090NVIDIA L40NVIDIA GeForce RTX 3070 Ti
ArchitectureTensix CoreCDNA 3Tensor Contraction ProcessorAmpereAda LovelaceAmpere
Form Factor—OAMPCIePCIePCIePCIe
VRAM24 GB192 GB48 GB24 GB48 GB8 GB
Memory Bandwidth—5,300 GB/s1,500 GB/s936 GB/s864 GB/s608 GB/s
TFLOPs (FP32)—163.4—35.64521.8
TFLOPs (FP16)—1,307————
TFLOPs3641,30725671181.0543.2
TFLOPs (FP8)—2,614512———
TDP160 W750 W180 W350 W300 W290 W
Launch DateOct 2023Dec 2023Jan 2024Sep 2020Oct 2022Jun 2021

Efficiency Metrics

MetricWormholeMI300XRNGD (Renegade)GeForce RTX 3090L40GeForce RTX 3070 Ti
TFLOPs per Watt (FP32-eq)1.140.870.710.100.300.07
Memory Bandwidth per GB—27.6 GB/s31.3 GB/s39.0 GB/s18.0 GB/s76.0 GB/s

Performance Equivalence

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

To match 1x Tenstorrent Wormhole

AMD MI300X
Compute (FP32-eq)
0.28x
MI300X is 3.59x faster
VRAM
0.13x
MI300X has 8.00x 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
NVIDIA GeForce RTX 3070 Ti
Compute (FP32-eq)
8.43x
Need 8.43x GeForce RTX 3070 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3070 Ti

To match 1x AMD MI300X

Tenstorrent Wormhole
Compute (FP32-eq)
3.59x
Need 3.59x Wormhole
VRAM
8.00x
Need 8.00x Wormhole
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
5.11x
Need 5.11x RNGD (Renegade)
VRAM
4.00x
Need 4.00x RNGD (Renegade)
Memory Bandwidth
3.53x
Need 3.53x RNGD (Renegade)
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
18.41x
Need 18.41x GeForce RTX 3090
FP32 Compute
4.59x
Need 4.59x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
5.66x
Need 5.66x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
7.22x
Need 7.22x L40
FP32 Compute
3.63x
Need 3.63x L40
VRAM
4.00x
Need 4.00x L40
Memory Bandwidth
6.13x
Need 6.13x L40
NVIDIA GeForce RTX 3070 Ti
Compute (FP32-eq)
30.25x
Need 30.25x GeForce RTX 3070 Ti
FP32 Compute
7.50x
Need 7.50x GeForce RTX 3070 Ti
VRAM
24.00x
Need 24.00x GeForce RTX 3070 Ti
Memory Bandwidth
8.72x
Need 8.72x GeForce RTX 3070 Ti

To match 1x FuriosaAI RNGD (Renegade)

Tenstorrent Wormhole
Compute (FP32-eq)
0.70x
Wormhole is 1.42x faster
VRAM
2.00x
Need 2.00x Wormhole
AMD MI300X
Compute (FP32-eq)
0.20x
MI300X is 5.11x faster
VRAM
0.25x
MI300X has 4.00x more
Memory Bandwidth
0.28x
MI300X has 3.53x more
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
NVIDIA GeForce RTX 3070 Ti
Compute (FP32-eq)
5.93x
Need 5.93x GeForce RTX 3070 Ti
VRAM
6.00x
Need 6.00x GeForce RTX 3070 Ti
Memory Bandwidth
2.47x
Need 2.47x GeForce RTX 3070 Ti

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
AMD MI300X
Compute (FP32-eq)
0.05x
MI300X is 18.41x faster
FP32 Compute
0.22x
MI300X is 4.59x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.18x
MI300X has 5.66x 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
NVIDIA GeForce RTX 3070 Ti
Compute (FP32-eq)
1.64x
Need 1.64x GeForce RTX 3070 Ti
FP32 Compute
1.63x
Need 1.63x GeForce RTX 3070 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3070 Ti
Memory Bandwidth
1.54x
Need 1.54x GeForce RTX 3070 Ti

To match 1x NVIDIA L40

Tenstorrent Wormhole
Compute (FP32-eq)
0.50x
Wormhole is 2.01x faster
VRAM
2.00x
Need 2.00x Wormhole
AMD MI300X
Compute (FP32-eq)
0.14x
MI300X is 7.22x faster
FP32 Compute
0.28x
MI300X is 3.63x faster
VRAM
0.25x
MI300X has 4.00x more
Memory Bandwidth
0.16x
MI300X has 6.13x 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
NVIDIA GeForce RTX 3070 Ti
Compute (FP32-eq)
4.19x
Need 4.19x GeForce RTX 3070 Ti
FP32 Compute
2.06x
Need 2.06x GeForce RTX 3070 Ti
VRAM
6.00x
Need 6.00x GeForce RTX 3070 Ti
Memory Bandwidth
1.42x
Need 1.42x GeForce RTX 3070 Ti

To match 1x NVIDIA GeForce RTX 3070 Ti

Tenstorrent Wormhole
Compute (FP32-eq)
0.12x
Wormhole is 8.43x faster
VRAM
0.33x
Wormhole has 3.00x more
AMD MI300X
Compute (FP32-eq)
0.03x
MI300X is 30.25x faster
FP32 Compute
0.13x
MI300X is 7.50x faster
VRAM
0.04x
MI300X has 24.00x more
Memory Bandwidth
0.11x
MI300X has 8.72x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.17x
RNGD (Renegade) is 5.93x faster
VRAM
0.17x
RNGD (Renegade) has 6.00x more
Memory Bandwidth
0.41x
RNGD (Renegade) has 2.47x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.61x
GeForce RTX 3090 is 1.64x faster
FP32 Compute
0.61x
GeForce RTX 3090 is 1.63x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.65x
GeForce RTX 3090 has 1.54x more
NVIDIA L40
Compute (FP32-eq)
0.24x
L40 is 4.19x faster
FP32 Compute
0.48x
L40 is 2.06x faster
VRAM
0.17x
L40 has 6.00x more
Memory Bandwidth
0.70x
L40 has 1.42x more

Pricing

Price TypeWormholeMI300XRNGD (Renegade)GeForce RTX 3090L40GeForce RTX 3070 Ti
CAPEX (Street Price)—$35,000————
OPEX (per hour)—$10.40/hr—$0.11/hr$0.69/hr$0.08/hr
Price per TFLOPs (FP32-eq)—$54————