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Showing 128 XPUs • 8 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 MI210AMD MI250XNVIDIA H100 SXMNVIDIA RTX 5880 Ada GenerationNVIDIA GeForce GT 710NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureFuriosaAI NPUCDNA 2CDNA 2HopperAda LovelaceKeplerAmpereAmpere
Form Factor—PCIeOAMSXMPCIePCIePCIeSXM
VRAM32 GB64 GB128 GB80 GB48 GB2 GB24 GB80 GB
Memory Bandwidth—1,638 GB/s3,277 GB/s3,350 GB/s960 GB/s14.4 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)—45.347.96783.50.36635.619.5
TFLOPs (FP16)—1813831,979———312
TFLOPs—1813831,9791670.36671312
TFLOPs (FP8)———3,958————
TDP80 W300 W560 W700 W250 W19 W350 W400 W
Launch DateOct 2021Jan 2022Nov 2021Sep 2022Mar 2024Mar 2014Sep 2020May 2020

Efficiency Metrics

MetricWarboyMI210MI250XH100 SXMRTX 5880 Ada GenerationGeForce GT 710GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)—0.300.341.410.330.020.100.39
Memory Bandwidth per GB—25.6 GB/s25.6 GB/s41.9 GB/s20.0 GB/s7.2 GB/s39.0 GB/s25.5 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 MI210
VRAM
0.50x
MI210 has 2.00x more
AMD MI250X
VRAM
0.25x
MI250X has 4.00x more
NVIDIA H100 SXM
VRAM
0.40x
H100 SXM has 2.50x more
NVIDIA RTX 5880 Ada Generation
VRAM
0.67x
RTX 5880 Ada Generation has 1.50x more
NVIDIA GeForce GT 710
VRAM
16.00x
Need 16.00x GeForce GT 710
NVIDIA GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA A100 SXM
VRAM
0.40x
A100 SXM has 2.50x more

To match 1x AMD MI210

FuriosaAI Warboy
VRAM
2.00x
Need 2.00x Warboy
AMD MI250X
Compute (FP32-eq)
0.47x
MI250X is 2.12x faster
FP32 Compute
0.95x
MI250X is 1.06x faster
VRAM
0.50x
MI250X has 2.00x more
Memory Bandwidth
0.50x
MI250X has 2.00x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.09x
H100 SXM is 10.93x faster
FP32 Compute
0.68x
H100 SXM is 1.48x faster
VRAM
0.80x
H100 SXM has 1.25x more
Memory Bandwidth
0.49x
H100 SXM has 2.05x more
NVIDIA RTX 5880 Ada Generation
Compute (FP32-eq)
1.08x
Need 1.08x RTX 5880 Ada Generation
FP32 Compute
0.54x
RTX 5880 Ada Generation is 1.84x faster
VRAM
1.33x
Need 1.33x RTX 5880 Ada Generation
Memory Bandwidth
1.71x
Need 1.71x RTX 5880 Ada Generation
NVIDIA GeForce GT 710
Compute (FP32-eq)
247.27x
Need 247.27x GeForce GT 710
FP32 Compute
123.77x
Need 123.77x GeForce GT 710
VRAM
32.00x
Need 32.00x GeForce GT 710
Memory Bandwidth
113.75x
Need 113.75x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.55x
Need 2.55x GeForce RTX 3090
FP32 Compute
1.27x
Need 1.27x GeForce RTX 3090
VRAM
2.67x
Need 2.67x GeForce RTX 3090
Memory Bandwidth
1.75x
Need 1.75x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.58x
A100 SXM is 1.72x faster
FP32 Compute
2.32x
Need 2.32x A100 SXM
VRAM
0.80x
A100 SXM has 1.25x more
Memory Bandwidth
0.80x
A100 SXM has 1.24x more

To match 1x AMD MI250X

FuriosaAI Warboy
VRAM
4.00x
Need 4.00x Warboy
AMD MI210
Compute (FP32-eq)
2.12x
Need 2.12x MI210
FP32 Compute
1.06x
Need 1.06x MI210
VRAM
2.00x
Need 2.00x MI210
Memory Bandwidth
2.00x
Need 2.00x MI210
NVIDIA H100 SXM
Compute (FP32-eq)
0.19x
H100 SXM is 5.17x faster
FP32 Compute
0.71x
H100 SXM is 1.40x faster
VRAM
1.60x
Need 1.60x H100 SXM
Memory Bandwidth
0.98x
H100 SXM has 1.02x more
NVIDIA RTX 5880 Ada Generation
Compute (FP32-eq)
2.29x
Need 2.29x RTX 5880 Ada Generation
FP32 Compute
0.57x
RTX 5880 Ada Generation is 1.74x faster
VRAM
2.67x
Need 2.67x RTX 5880 Ada Generation
Memory Bandwidth
3.41x
Need 3.41x RTX 5880 Ada Generation
NVIDIA GeForce GT 710
Compute (FP32-eq)
523.22x
Need 523.22x GeForce GT 710
FP32 Compute
130.87x
Need 130.87x GeForce GT 710
VRAM
64.00x
Need 64.00x GeForce GT 710
Memory Bandwidth
227.57x
Need 227.57x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
5.39x
Need 5.39x GeForce RTX 3090
FP32 Compute
1.35x
Need 1.35x GeForce RTX 3090
VRAM
5.33x
Need 5.33x GeForce RTX 3090
Memory Bandwidth
3.50x
Need 3.50x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
1.23x
Need 1.23x A100 SXM
FP32 Compute
2.46x
Need 2.46x A100 SXM
VRAM
1.60x
Need 1.60x A100 SXM
Memory Bandwidth
1.61x
Need 1.61x A100 SXM

To match 1x NVIDIA H100 SXM

FuriosaAI Warboy
VRAM
2.50x
Need 2.50x Warboy
AMD MI210
Compute (FP32-eq)
10.93x
Need 10.93x MI210
FP32 Compute
1.48x
Need 1.48x MI210
VRAM
1.25x
Need 1.25x MI210
Memory Bandwidth
2.05x
Need 2.05x MI210
AMD MI250X
Compute (FP32-eq)
5.17x
Need 5.17x MI250X
FP32 Compute
1.40x
Need 1.40x MI250X
VRAM
0.63x
MI250X has 1.60x more
Memory Bandwidth
1.02x
Need 1.02x MI250X
NVIDIA RTX 5880 Ada Generation
Compute (FP32-eq)
11.85x
Need 11.85x RTX 5880 Ada Generation
FP32 Compute
0.80x
RTX 5880 Ada Generation is 1.25x faster
VRAM
1.67x
Need 1.67x RTX 5880 Ada Generation
Memory Bandwidth
3.49x
Need 3.49x RTX 5880 Ada Generation
NVIDIA GeForce GT 710
Compute (FP32-eq)
2703.55x
Need 2703.55x GeForce GT 710
FP32 Compute
183.06x
Need 183.06x GeForce GT 710
VRAM
40.00x
Need 40.00x GeForce GT 710
Memory Bandwidth
232.64x
Need 232.64x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
27.87x
Need 27.87x GeForce RTX 3090
FP32 Compute
1.88x
Need 1.88x GeForce RTX 3090
VRAM
3.33x
Need 3.33x GeForce RTX 3090
Memory Bandwidth
3.58x
Need 3.58x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
6.34x
Need 6.34x A100 SXM
FP32 Compute
3.44x
Need 3.44x A100 SXM
VRAM
1.00x
A100 SXM has 1.00x more
Memory Bandwidth
1.64x
Need 1.64x A100 SXM

To match 1x NVIDIA RTX 5880 Ada Generation

FuriosaAI Warboy
VRAM
1.50x
Need 1.50x Warboy
AMD MI210
Compute (FP32-eq)
0.92x
MI210 is 1.08x faster
FP32 Compute
1.84x
Need 1.84x MI210
VRAM
0.75x
MI210 has 1.33x more
Memory Bandwidth
0.59x
MI210 has 1.71x more
AMD MI250X
Compute (FP32-eq)
0.44x
MI250X is 2.29x faster
FP32 Compute
1.74x
Need 1.74x MI250X
VRAM
0.38x
MI250X has 2.67x more
Memory Bandwidth
0.29x
MI250X has 3.41x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.08x
H100 SXM is 11.85x faster
FP32 Compute
1.25x
Need 1.25x H100 SXM
VRAM
0.60x
H100 SXM has 1.67x more
Memory Bandwidth
0.29x
H100 SXM has 3.49x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
228.14x
Need 228.14x GeForce GT 710
FP32 Compute
228.14x
Need 228.14x GeForce GT 710
VRAM
24.00x
Need 24.00x GeForce GT 710
Memory Bandwidth
66.67x
Need 66.67x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.35x
Need 2.35x GeForce RTX 3090
FP32 Compute
2.35x
Need 2.35x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.03x
Need 1.03x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.54x
A100 SXM is 1.87x faster
FP32 Compute
4.28x
Need 4.28x A100 SXM
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.47x
A100 SXM has 2.12x more

To match 1x NVIDIA GeForce GT 710

FuriosaAI Warboy
VRAM
0.06x
Warboy has 16.00x more
AMD MI210
Compute (FP32-eq)
0.00x
MI210 is 247.27x faster
FP32 Compute
0.01x
MI210 is 123.77x faster
VRAM
0.03x
MI210 has 32.00x more
Memory Bandwidth
0.01x
MI210 has 113.75x more
AMD MI250X
Compute (FP32-eq)
0.00x
MI250X is 523.22x faster
FP32 Compute
0.01x
MI250X is 130.87x faster
VRAM
0.02x
MI250X has 64.00x more
Memory Bandwidth
0.00x
MI250X has 227.57x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.00x
H100 SXM is 2703.55x faster
FP32 Compute
0.01x
H100 SXM is 183.06x faster
VRAM
0.03x
H100 SXM has 40.00x more
Memory Bandwidth
0.00x
H100 SXM has 232.64x more
NVIDIA RTX 5880 Ada Generation
Compute (FP32-eq)
0.00x
RTX 5880 Ada Generation is 228.14x faster
FP32 Compute
0.00x
RTX 5880 Ada Generation is 228.14x faster
VRAM
0.04x
RTX 5880 Ada Generation has 24.00x more
Memory Bandwidth
0.02x
RTX 5880 Ada Generation has 66.67x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.01x
GeForce RTX 3090 is 96.99x faster
FP32 Compute
0.01x
GeForce RTX 3090 is 97.27x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.02x
GeForce RTX 3090 has 65.00x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.00x
A100 SXM is 426.23x faster
FP32 Compute
0.02x
A100 SXM is 53.28x faster
VRAM
0.03x
A100 SXM has 40.00x more
Memory Bandwidth
0.01x
A100 SXM has 141.60x more

To match 1x NVIDIA GeForce RTX 3090

FuriosaAI Warboy
VRAM
0.75x
Warboy has 1.33x more
AMD MI210
Compute (FP32-eq)
0.39x
MI210 is 2.55x faster
FP32 Compute
0.79x
MI210 is 1.27x faster
VRAM
0.38x
MI210 has 2.67x more
Memory Bandwidth
0.57x
MI210 has 1.75x more
AMD MI250X
Compute (FP32-eq)
0.19x
MI250X is 5.39x faster
FP32 Compute
0.74x
MI250X is 1.35x faster
VRAM
0.19x
MI250X has 5.33x more
Memory Bandwidth
0.29x
MI250X has 3.50x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.04x
H100 SXM is 27.87x faster
FP32 Compute
0.53x
H100 SXM is 1.88x faster
VRAM
0.30x
H100 SXM has 3.33x more
Memory Bandwidth
0.28x
H100 SXM has 3.58x more
NVIDIA RTX 5880 Ada Generation
Compute (FP32-eq)
0.43x
RTX 5880 Ada Generation is 2.35x faster
FP32 Compute
0.43x
RTX 5880 Ada Generation is 2.35x faster
VRAM
0.50x
RTX 5880 Ada Generation has 2.00x more
Memory Bandwidth
0.97x
RTX 5880 Ada Generation has 1.03x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
96.99x
Need 96.99x GeForce GT 710
FP32 Compute
97.27x
Need 97.27x GeForce GT 710
VRAM
12.00x
Need 12.00x GeForce GT 710
Memory Bandwidth
65.00x
Need 65.00x GeForce GT 710
NVIDIA A100 SXM
Compute (FP32-eq)
0.23x
A100 SXM is 4.39x faster
FP32 Compute
1.83x
Need 1.83x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.46x
A100 SXM has 2.18x more

To match 1x NVIDIA A100 SXM

FuriosaAI Warboy
VRAM
2.50x
Need 2.50x Warboy
AMD MI210
Compute (FP32-eq)
1.72x
Need 1.72x MI210
FP32 Compute
0.43x
MI210 is 2.32x faster
VRAM
1.25x
Need 1.25x MI210
Memory Bandwidth
1.24x
Need 1.24x MI210
AMD MI250X
Compute (FP32-eq)
0.81x
MI250X is 1.23x faster
FP32 Compute
0.41x
MI250X is 2.46x faster
VRAM
0.63x
MI250X has 1.60x more
Memory Bandwidth
0.62x
MI250X has 1.61x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.16x
H100 SXM is 6.34x faster
FP32 Compute
0.29x
H100 SXM is 3.44x faster
VRAM
1.00x
H100 SXM has 1.00x more
Memory Bandwidth
0.61x
H100 SXM has 1.64x more
NVIDIA RTX 5880 Ada Generation
Compute (FP32-eq)
1.87x
Need 1.87x RTX 5880 Ada Generation
FP32 Compute
0.23x
RTX 5880 Ada Generation is 4.28x faster
VRAM
1.67x
Need 1.67x RTX 5880 Ada Generation
Memory Bandwidth
2.12x
Need 2.12x RTX 5880 Ada Generation
NVIDIA GeForce GT 710
Compute (FP32-eq)
426.23x
Need 426.23x GeForce GT 710
FP32 Compute
53.28x
Need 53.28x GeForce GT 710
VRAM
40.00x
Need 40.00x GeForce GT 710
Memory Bandwidth
141.60x
Need 141.60x GeForce GT 710
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
4.39x
Need 4.39x GeForce RTX 3090
FP32 Compute
0.55x
GeForce RTX 3090 is 1.83x faster
VRAM
3.33x
Need 3.33x GeForce RTX 3090
Memory Bandwidth
2.18x
Need 2.18x GeForce RTX 3090

Pricing

Price TypeWarboyMI210MI250XH100 SXMRTX 5880 Ada GenerationGeForce GT 710GeForce RTX 3090A100 SXM
CAPEX (Street Price)—$6,000$12,000$30,000———$15,000
OPEX (per hour)——$2.00/hr$3.50/hr—$0.07/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)—$66$63$30———$96