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

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

SpecificationFuriosaAI WarboyAMD MI300XGoogle TPU v5eNVIDIA GeForce RTX 5070NVIDIA GeForce RTX 3090NVIDIA T4
ArchitectureFuriosaAI NPUCDNA 3TPU v5BlackwellAmpereTuring
Form Factor—OAMMezzaninePCIePCIePCIe
VRAM32 GB192 GB16 GB12 GB24 GB16 GB
Memory Bandwidth—5,300 GB/s—672 GB/s936 GB/s320 GB/s
TFLOPs (FP32)—163.4—3435.68.1
TFLOPs (FP16)—1,307————
TFLOPs—1,3071971107165
TFLOPs (FP8)—2,614————
TDP80 W750 W250 W250 W350 W70 W
Launch DateOct 2021Dec 2023Aug 2023Feb 2025Sep 2020Sep 2018

Efficiency Metrics

MetricWarboyMI300XTPU v5eGeForce RTX 5070GeForce RTX 3090T4
TFLOPs per Watt (FP32-eq)—0.870.390.220.100.46
Memory Bandwidth per GB—27.6 GB/s—56.0 GB/s39.0 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 FuriosaAI Warboy

AMD MI300X
VRAM
0.17x
MI300X has 6.00x more
Google TPU v5e
VRAM
2.00x
Need 2.00x TPU v5e
NVIDIA GeForce RTX 5070
VRAM
2.67x
Need 2.67x GeForce RTX 5070
NVIDIA GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA T4
VRAM
2.00x
Need 2.00x T4

To match 1x AMD MI300X

FuriosaAI Warboy
VRAM
6.00x
Need 6.00x Warboy
Google TPU v5e
Compute (FP32-eq)
6.63x
Need 6.63x TPU v5e
VRAM
12.00x
Need 12.00x TPU v5e
NVIDIA GeForce RTX 5070
Compute (FP32-eq)
11.88x
Need 11.88x GeForce RTX 5070
FP32 Compute
4.81x
Need 4.81x GeForce RTX 5070
VRAM
16.00x
Need 16.00x GeForce RTX 5070
Memory Bandwidth
7.89x
Need 7.89x GeForce RTX 5070
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 T4
Compute (FP32-eq)
20.11x
Need 20.11x T4
FP32 Compute
20.17x
Need 20.17x T4
VRAM
12.00x
Need 12.00x T4
Memory Bandwidth
16.56x
Need 16.56x T4

To match 1x Google TPU v5e

FuriosaAI Warboy
VRAM
0.50x
Warboy has 2.00x more
AMD MI300X
Compute (FP32-eq)
0.15x
MI300X is 6.63x faster
VRAM
0.08x
MI300X has 12.00x more
NVIDIA GeForce RTX 5070
Compute (FP32-eq)
1.79x
Need 1.79x GeForce RTX 5070
VRAM
1.33x
Need 1.33x GeForce RTX 5070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.77x
Need 2.77x GeForce RTX 3090
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
NVIDIA T4
Compute (FP32-eq)
3.03x
Need 3.03x T4
VRAM
1.00x
T4 has 1.00x more

To match 1x NVIDIA GeForce RTX 5070

FuriosaAI Warboy
VRAM
0.38x
Warboy has 2.67x more
AMD MI300X
Compute (FP32-eq)
0.08x
MI300X is 11.88x faster
FP32 Compute
0.21x
MI300X is 4.81x faster
VRAM
0.06x
MI300X has 16.00x more
Memory Bandwidth
0.13x
MI300X has 7.89x more
Google TPU v5e
Compute (FP32-eq)
0.56x
TPU v5e is 1.79x faster
VRAM
0.75x
TPU v5e has 1.33x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.55x
Need 1.55x GeForce RTX 3090
FP32 Compute
0.96x
GeForce RTX 3090 is 1.05x faster
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.72x
GeForce RTX 3090 has 1.39x more
NVIDIA T4
Compute (FP32-eq)
1.69x
Need 1.69x T4
FP32 Compute
4.20x
Need 4.20x T4
VRAM
0.75x
T4 has 1.33x more
Memory Bandwidth
2.10x
Need 2.10x T4

To match 1x NVIDIA GeForce RTX 3090

FuriosaAI Warboy
VRAM
0.75x
Warboy has 1.33x 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
Google TPU v5e
Compute (FP32-eq)
0.36x
TPU v5e is 2.77x faster
VRAM
1.50x
Need 1.50x TPU v5e
NVIDIA GeForce RTX 5070
Compute (FP32-eq)
0.65x
GeForce RTX 5070 is 1.55x faster
FP32 Compute
1.05x
Need 1.05x GeForce RTX 5070
VRAM
2.00x
Need 2.00x GeForce RTX 5070
Memory Bandwidth
1.39x
Need 1.39x GeForce RTX 5070
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 T4

FuriosaAI Warboy
VRAM
0.50x
Warboy has 2.00x more
AMD MI300X
Compute (FP32-eq)
0.05x
MI300X is 20.11x faster
FP32 Compute
0.05x
MI300X is 20.17x faster
VRAM
0.08x
MI300X has 12.00x more
Memory Bandwidth
0.06x
MI300X has 16.56x more
Google TPU v5e
Compute (FP32-eq)
0.33x
TPU v5e is 3.03x faster
VRAM
1.00x
TPU v5e has 1.00x more
NVIDIA GeForce RTX 5070
Compute (FP32-eq)
0.59x
GeForce RTX 5070 is 1.69x faster
FP32 Compute
0.24x
GeForce RTX 5070 is 4.20x faster
VRAM
1.33x
Need 1.33x GeForce RTX 5070
Memory Bandwidth
0.48x
GeForce RTX 5070 has 2.10x 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

Pricing

Price TypeWarboyMI300XTPU v5eGeForce RTX 5070GeForce RTX 3090T4
CAPEX (Street Price)—$35,000————
OPEX (per hour)—$10.40/hr$1.80/hr$0.09/hr$0.11/hr$0.27/hr
Price per TFLOPs (FP32-eq)—$54————