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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

SpecificationNVIDIA H200 SXMFuriosaAI RNGD (Renegade)NVIDIA B100NVIDIA RTX A4500NVIDIA GeForce RTX 2070NVIDIA GeForce RTX 3090
ArchitectureHopperTensor Contraction ProcessorBlackwellAmpereTuringAmpere
Form FactorSXMPCIeSXMPCIePCIePCIe
VRAM141 GB48 GB192 GB20 GB8 GB24 GB
Memory Bandwidth4,800 GB/s1,500 GB/s8,000 GB/s640 GB/s448 GB/s936 GB/s
TFLOPs (FP32)67—4523.77.535.6
TFLOPs (FP16)1,979—————
TFLOPs1,9792561,80046.67.571
TFLOPs (FP8)3,958512————
TDP700 W180 W700 W200 W175 W350 W
Launch DateNov 2023Jan 2024Mar 2024Oct 2021Oct 2018Sep 2020

Efficiency Metrics

MetricH200 SXMRNGD (Renegade)B100RTX A4500GeForce RTX 2070GeForce RTX 3090
TFLOPs per Watt (FP32-eq)1.410.711.290.120.040.10
Memory Bandwidth per GB34.0 GB/s31.3 GB/s41.7 GB/s32.0 GB/s56.0 GB/s39.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA H200 SXM

FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
7.73x
Need 7.73x RNGD (Renegade)
VRAM
2.94x
Need 2.94x RNGD (Renegade)
Memory Bandwidth
3.20x
Need 3.20x RNGD (Renegade)
NVIDIA B100
Compute (FP32-eq)
1.10x
Need 1.10x B100
FP32 Compute
1.49x
Need 1.49x B100
VRAM
0.73x
B100 has 1.36x more
Memory Bandwidth
0.60x
B100 has 1.67x more
NVIDIA RTX A4500
Compute (FP32-eq)
42.47x
Need 42.47x RTX A4500
FP32 Compute
2.83x
Need 2.83x RTX A4500
VRAM
7.05x
Need 7.05x RTX A4500
Memory Bandwidth
7.50x
Need 7.50x RTX A4500
NVIDIA GeForce RTX 2070
Compute (FP32-eq)
131.93x
Need 131.93x GeForce RTX 2070
FP32 Compute
8.93x
Need 8.93x GeForce RTX 2070
VRAM
17.63x
Need 17.63x GeForce RTX 2070
Memory Bandwidth
10.71x
Need 10.71x GeForce RTX 2070
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
5.88x
Need 5.88x GeForce RTX 3090
Memory Bandwidth
5.13x
Need 5.13x GeForce RTX 3090

To match 1x FuriosaAI RNGD (Renegade)

NVIDIA H200 SXM
Compute (FP32-eq)
0.13x
H200 SXM is 7.73x faster
VRAM
0.34x
H200 SXM has 2.94x more
Memory Bandwidth
0.31x
H200 SXM has 3.20x more
NVIDIA B100
Compute (FP32-eq)
0.14x
B100 is 7.03x faster
VRAM
0.25x
B100 has 4.00x more
Memory Bandwidth
0.19x
B100 has 5.33x more
NVIDIA RTX A4500
Compute (FP32-eq)
5.49x
Need 5.49x RTX A4500
VRAM
2.40x
Need 2.40x RTX A4500
Memory Bandwidth
2.34x
Need 2.34x RTX A4500
NVIDIA GeForce RTX 2070
Compute (FP32-eq)
17.07x
Need 17.07x GeForce RTX 2070
VRAM
6.00x
Need 6.00x GeForce RTX 2070
Memory Bandwidth
3.35x
Need 3.35x GeForce RTX 2070
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

To match 1x NVIDIA B100

NVIDIA H200 SXM
Compute (FP32-eq)
0.91x
H200 SXM is 1.10x faster
FP32 Compute
0.67x
H200 SXM is 1.49x faster
VRAM
1.36x
Need 1.36x H200 SXM
Memory Bandwidth
1.67x
Need 1.67x H200 SXM
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
7.03x
Need 7.03x RNGD (Renegade)
VRAM
4.00x
Need 4.00x RNGD (Renegade)
Memory Bandwidth
5.33x
Need 5.33x RNGD (Renegade)
NVIDIA RTX A4500
Compute (FP32-eq)
38.63x
Need 38.63x RTX A4500
FP32 Compute
1.90x
Need 1.90x RTX A4500
VRAM
9.60x
Need 9.60x RTX A4500
Memory Bandwidth
12.50x
Need 12.50x RTX A4500
NVIDIA GeForce RTX 2070
Compute (FP32-eq)
120.00x
Need 120.00x GeForce RTX 2070
FP32 Compute
6.00x
Need 6.00x GeForce RTX 2070
VRAM
24.00x
Need 24.00x GeForce RTX 2070
Memory Bandwidth
17.86x
Need 17.86x GeForce RTX 2070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
25.35x
Need 25.35x 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

To match 1x NVIDIA RTX A4500

NVIDIA H200 SXM
Compute (FP32-eq)
0.02x
H200 SXM is 42.47x faster
FP32 Compute
0.35x
H200 SXM is 2.83x faster
VRAM
0.14x
H200 SXM has 7.05x more
Memory Bandwidth
0.13x
H200 SXM has 7.50x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.18x
RNGD (Renegade) is 5.49x faster
VRAM
0.42x
RNGD (Renegade) has 2.40x more
Memory Bandwidth
0.43x
RNGD (Renegade) has 2.34x more
NVIDIA B100
Compute (FP32-eq)
0.03x
B100 is 38.63x faster
FP32 Compute
0.53x
B100 is 1.90x faster
VRAM
0.10x
B100 has 9.60x more
Memory Bandwidth
0.08x
B100 has 12.50x more
NVIDIA GeForce RTX 2070
Compute (FP32-eq)
3.11x
Need 3.11x GeForce RTX 2070
FP32 Compute
3.16x
Need 3.16x GeForce RTX 2070
VRAM
2.50x
Need 2.50x GeForce RTX 2070
Memory Bandwidth
1.43x
Need 1.43x GeForce RTX 2070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.66x
GeForce RTX 3090 is 1.52x faster
FP32 Compute
0.67x
GeForce RTX 3090 is 1.50x faster
VRAM
0.83x
GeForce RTX 3090 has 1.20x more
Memory Bandwidth
0.68x
GeForce RTX 3090 has 1.46x more

To match 1x NVIDIA GeForce RTX 2070

NVIDIA H200 SXM
Compute (FP32-eq)
0.01x
H200 SXM is 131.93x faster
FP32 Compute
0.11x
H200 SXM is 8.93x faster
VRAM
0.06x
H200 SXM has 17.63x more
Memory Bandwidth
0.09x
H200 SXM has 10.71x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.06x
RNGD (Renegade) is 17.07x faster
VRAM
0.17x
RNGD (Renegade) has 6.00x more
Memory Bandwidth
0.30x
RNGD (Renegade) has 3.35x more
NVIDIA B100
Compute (FP32-eq)
0.01x
B100 is 120.00x faster
FP32 Compute
0.17x
B100 is 6.00x faster
VRAM
0.04x
B100 has 24.00x more
Memory Bandwidth
0.06x
B100 has 17.86x more
NVIDIA RTX A4500
Compute (FP32-eq)
0.32x
RTX A4500 is 3.11x faster
FP32 Compute
0.32x
RTX A4500 is 3.16x faster
VRAM
0.40x
RTX A4500 has 2.50x more
Memory Bandwidth
0.70x
RTX A4500 has 1.43x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.21x
GeForce RTX 3090 is 4.73x faster
FP32 Compute
0.21x
GeForce RTX 3090 is 4.75x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more

To match 1x NVIDIA GeForce RTX 3090

NVIDIA H200 SXM
Compute (FP32-eq)
0.04x
H200 SXM is 27.87x faster
FP32 Compute
0.53x
H200 SXM is 1.88x faster
VRAM
0.17x
H200 SXM has 5.88x more
Memory Bandwidth
0.20x
H200 SXM has 5.13x 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 B100
Compute (FP32-eq)
0.04x
B100 is 25.35x faster
FP32 Compute
0.79x
B100 is 1.26x faster
VRAM
0.13x
B100 has 8.00x more
Memory Bandwidth
0.12x
B100 has 8.55x more
NVIDIA RTX A4500
Compute (FP32-eq)
1.52x
Need 1.52x RTX A4500
FP32 Compute
1.50x
Need 1.50x RTX A4500
VRAM
1.20x
Need 1.20x RTX A4500
Memory Bandwidth
1.46x
Need 1.46x RTX A4500
NVIDIA GeForce RTX 2070
Compute (FP32-eq)
4.73x
Need 4.73x GeForce RTX 2070
FP32 Compute
4.75x
Need 4.75x GeForce RTX 2070
VRAM
3.00x
Need 3.00x GeForce RTX 2070
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 2070

Pricing

Price TypeH200 SXMRNGD (Renegade)B100RTX A4500GeForce RTX 2070GeForce RTX 3090
CAPEX (Street Price)$40,000—————
OPEX (per hour)$40.96/hr——$0.34/hr$0.04/hr$0.11/hr
Price per TFLOPs (FP32-eq)$40—————