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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

SpecificationBiren Technology BR100NVIDIA B200NVIDIA RTX 6000 Ada GenerationNVIDIA P4NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureBiren GPUBlackwellAda LovelacePascalAmpereAmpere
Form Factor—SXMPCIePCIePCIeSXM
VRAM64 GB192 GB48 GB8 GB24 GB80 GB
Memory Bandwidth—8,000 GB/s960 GB/s192 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)—4591.15.535.619.5
TFLOPs (FP16)1,0002,250———312
TFLOPs—2,250182.55.571312
TFLOPs (FP8)—4,500————
TDP550 W1000 W300 W75 W350 W400 W
Launch DateAug 2022Mar 2024Sep 2022Sep 2016Sep 2020May 2020

Efficiency Metrics

MetricBR100B200RTX 6000 Ada GenerationP4GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)—1.130.300.070.100.39
Memory Bandwidth per GB—41.7 GB/s20.0 GB/s24.0 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 Biren Technology BR100

NVIDIA B200
VRAM
0.33x
B200 has 3.00x more
NVIDIA RTX 6000 Ada Generation
VRAM
1.33x
Need 1.33x RTX 6000 Ada Generation
NVIDIA P4
VRAM
8.00x
Need 8.00x P4
NVIDIA GeForce RTX 3090
VRAM
2.67x
Need 2.67x GeForce RTX 3090
NVIDIA A100 SXM
VRAM
0.80x
A100 SXM has 1.25x more

To match 1x NVIDIA B200

Biren Technology BR100
VRAM
3.00x
Need 3.00x BR100
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
12.33x
Need 12.33x RTX 6000 Ada Generation
FP32 Compute
0.49x
RTX 6000 Ada Generation is 2.02x faster
VRAM
4.00x
Need 4.00x RTX 6000 Ada Generation
Memory Bandwidth
8.33x
Need 8.33x RTX 6000 Ada Generation
NVIDIA P4
Compute (FP32-eq)
204.55x
Need 204.55x P4
FP32 Compute
8.18x
Need 8.18x P4
VRAM
24.00x
Need 24.00x P4
Memory Bandwidth
41.67x
Need 41.67x P4
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 A100 SXM
Compute (FP32-eq)
7.21x
Need 7.21x A100 SXM
FP32 Compute
2.31x
Need 2.31x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
3.92x
Need 3.92x A100 SXM

To match 1x NVIDIA RTX 6000 Ada Generation

Biren Technology BR100
VRAM
0.75x
BR100 has 1.33x more
NVIDIA B200
Compute (FP32-eq)
0.08x
B200 is 12.33x faster
FP32 Compute
2.02x
Need 2.02x B200
VRAM
0.25x
B200 has 4.00x more
Memory Bandwidth
0.12x
B200 has 8.33x more
NVIDIA P4
Compute (FP32-eq)
16.59x
Need 16.59x P4
FP32 Compute
16.56x
Need 16.56x P4
VRAM
6.00x
Need 6.00x P4
Memory Bandwidth
5.00x
Need 5.00x P4
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.57x
Need 2.57x GeForce RTX 3090
FP32 Compute
2.56x
Need 2.56x 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)
0.58x
A100 SXM is 1.71x faster
FP32 Compute
4.67x
Need 4.67x 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 P4

Biren Technology BR100
VRAM
0.13x
BR100 has 8.00x more
NVIDIA B200
Compute (FP32-eq)
0.00x
B200 is 204.55x faster
FP32 Compute
0.12x
B200 is 8.18x faster
VRAM
0.04x
B200 has 24.00x more
Memory Bandwidth
0.02x
B200 has 41.67x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.06x
RTX 6000 Ada Generation is 16.59x faster
FP32 Compute
0.06x
RTX 6000 Ada Generation is 16.56x faster
VRAM
0.17x
RTX 6000 Ada Generation has 6.00x more
Memory Bandwidth
0.20x
RTX 6000 Ada Generation has 5.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.15x
GeForce RTX 3090 is 6.45x faster
FP32 Compute
0.15x
GeForce RTX 3090 is 6.47x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.21x
GeForce RTX 3090 has 4.88x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.04x
A100 SXM is 28.36x faster
FP32 Compute
0.28x
A100 SXM is 3.55x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.09x
A100 SXM has 10.62x more

To match 1x NVIDIA GeForce RTX 3090

Biren Technology BR100
VRAM
0.38x
BR100 has 2.67x 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 RTX 6000 Ada Generation
Compute (FP32-eq)
0.39x
RTX 6000 Ada Generation is 2.57x faster
FP32 Compute
0.39x
RTX 6000 Ada Generation is 2.56x faster
VRAM
0.50x
RTX 6000 Ada Generation has 2.00x more
Memory Bandwidth
0.97x
RTX 6000 Ada Generation has 1.03x more
NVIDIA P4
Compute (FP32-eq)
6.45x
Need 6.45x P4
FP32 Compute
6.47x
Need 6.47x P4
VRAM
3.00x
Need 3.00x P4
Memory Bandwidth
4.88x
Need 4.88x P4
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

Biren Technology BR100
VRAM
1.25x
Need 1.25x BR100
NVIDIA B200
Compute (FP32-eq)
0.14x
B200 is 7.21x faster
FP32 Compute
0.43x
B200 is 2.31x faster
VRAM
0.42x
B200 has 2.40x more
Memory Bandwidth
0.25x
B200 has 3.92x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
1.71x
Need 1.71x RTX 6000 Ada Generation
FP32 Compute
0.21x
RTX 6000 Ada Generation is 4.67x faster
VRAM
1.67x
Need 1.67x RTX 6000 Ada Generation
Memory Bandwidth
2.12x
Need 2.12x RTX 6000 Ada Generation
NVIDIA P4
Compute (FP32-eq)
28.36x
Need 28.36x P4
FP32 Compute
3.55x
Need 3.55x P4
VRAM
10.00x
Need 10.00x P4
Memory Bandwidth
10.62x
Need 10.62x P4
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 TypeBR100B200RTX 6000 Ada GenerationP4GeForce RTX 3090A100 SXM
CAPEX (Street Price)—$70,000———$15,000
OPEX (per hour)—$3.99/hr$0.33/hr$0.04/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)—$62———$96