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Showing 72 XPUs • 4 selected

Alibaba

Hanguang 800

AMD

MI100

23.1 TFLOPs

AMD

MI210

181 TFLOPs

AMD

MI250X

383 TFLOPs

AMD

MI300A

980.6 TFLOPs

AMD

MI300X

1,307 TFLOPs

AMD

MI325X

1,400 TFLOPs

AMD

MI350X

2,100 TFLOPs

AMD

Radeon PRO W7900

122 TFLOPs

AMD

Radeon RX 7900 XT

104 TFLOPs

AMD

Radeon RX 7900 XTX

122 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

Etched

Sohu

10,000 TFLOPs

FuriosaAI

Warboy

Google

TPU v4

275 TFLOPs

Google

TPU v5e

197 TFLOPs

Google

TPU v5p

459 TFLOPs

Google

TPU v6e (Trillium)

918 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

A40

150 TFLOPs

NVIDIA

B200

2,250 TFLOPs

NVIDIA

GB200 NVL72

360,000 TFLOPs

NVIDIA

GB200 Superchip

5,000 TFLOPs

NVIDIA

GeForce RTX 4060 Ti

44.2 TFLOPs

NVIDIA

GeForce RTX 4070

58.2 TFLOPs

NVIDIA

GeForce RTX 4070 Super

71 TFLOPs

NVIDIA

GeForce RTX 4070 Ti

80.2 TFLOPs

NVIDIA

GeForce RTX 4070 Ti Super

88.2 TFLOPs

NVIDIA

GeForce RTX 4080

97.5 TFLOPs

NVIDIA

GeForce RTX 4080 Super

104.4 TFLOPs

NVIDIA

GeForce RTX 4090

165.2 TFLOPs

NVIDIA

GeForce RTX 5070

61.6 TFLOPs

NVIDIA

GeForce RTX 5070 Ti

88 TFLOPs

NVIDIA

GeForce RTX 5080

112.6 TFLOPs

NVIDIA

GeForce RTX 5090

209.5 TFLOPs

NVIDIA

H100 PCIe

1,513 TFLOPs

NVIDIA

H100 SXM

1,979 TFLOPs

NVIDIA

H200 PCIe

1,513 TFLOPs

NVIDIA

H200 SXM

1,979 TFLOPs

NVIDIA

L4

121 TFLOPs

NVIDIA

L40S

733 TFLOPs

NVIDIA

RTX 4000 Ada Generation

53.4 TFLOPs

NVIDIA

RTX 5000 Ada Generation

130.6 TFLOPs

NVIDIA

RTX 6000 Ada Generation

182.2 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Max-Q

125 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Server Edition

250 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Workstation Edition

250 TFLOPs

Qualcomm

Cloud AI 100

50 TFLOPs

Rebellions

ATOM

SambaNova

SN40L

Tenstorrent

Grayskull

200 TFLOPs

Tenstorrent

Wormhole

364 TFLOPs

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 L4AMD MI100NVIDIA GB200 NVL72NVIDIA RTX 4000 Ada Generation
ArchitectureAda LovelaceCDNABlackwellAda Lovelace
Form FactorPCIePCIeCustomPCIe
VRAM24 GB32 GB13824 GB20 GB
Memory Bandwidth300 GB/s1,228 GB/s130,000 GB/s360 GB/s
TFLOPs (FP32)30.323.16,48026.7
TFLOPs (FP16)242184.6360,00053.4
TFLOPs12123.1360,00053.4
TFLOPs (FP8)485———
TDP72 W300 W120000 W130 W
Launch DateMar 2023Nov 2020Mar 2024Apr 2023

Efficiency Metrics

MetricL4MI100GB200 NVL72RTX 4000 Ada Generation
TFLOPs per Watt (FP32-eq)0.840.081.500.21
Memory Bandwidth per GB12.5 GB/s38.4 GB/s9.4 GB/s18.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA L4

AMD MI100
Compute (FP32-eq)
2.62x
Need 2.62x MI100
FP32 Compute
1.31x
Need 1.31x MI100
VRAM
0.75x
MI100 has 1.33x more
Memory Bandwidth
0.24x
MI100 has 4.09x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 2975.21x faster
FP32 Compute
0.00x
GB200 NVL72 is 213.86x faster
VRAM
0.00x
GB200 NVL72 has 576.00x more
Memory Bandwidth
0.00x
GB200 NVL72 has 433.33x more
NVIDIA RTX 4000 Ada Generation
Compute (FP32-eq)
2.27x
Need 2.27x RTX 4000 Ada Generation
FP32 Compute
1.13x
Need 1.13x RTX 4000 Ada Generation
VRAM
1.20x
Need 1.20x RTX 4000 Ada Generation
Memory Bandwidth
0.83x
RTX 4000 Ada Generation has 1.20x more

To match 1x AMD MI100

NVIDIA L4
Compute (FP32-eq)
0.38x
L4 is 2.62x faster
FP32 Compute
0.76x
L4 is 1.31x faster
VRAM
1.33x
Need 1.33x L4
Memory Bandwidth
4.09x
Need 4.09x L4
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 7792.21x faster
FP32 Compute
0.00x
GB200 NVL72 is 280.52x faster
VRAM
0.00x
GB200 NVL72 has 432.00x more
Memory Bandwidth
0.01x
GB200 NVL72 has 105.86x more
NVIDIA RTX 4000 Ada Generation
Compute (FP32-eq)
0.87x
RTX 4000 Ada Generation is 1.16x faster
FP32 Compute
0.87x
RTX 4000 Ada Generation is 1.16x faster
VRAM
1.60x
Need 1.60x RTX 4000 Ada Generation
Memory Bandwidth
3.41x
Need 3.41x RTX 4000 Ada Generation

To match 1x NVIDIA GB200 NVL72

NVIDIA L4
Compute (FP32-eq)
2975.21x
Need 2975.21x L4
FP32 Compute
213.86x
Need 213.86x L4
VRAM
576.00x
Need 576.00x L4
Memory Bandwidth
433.33x
Need 433.33x L4
AMD MI100
Compute (FP32-eq)
7792.21x
Need 7792.21x MI100
FP32 Compute
280.52x
Need 280.52x MI100
VRAM
432.00x
Need 432.00x MI100
Memory Bandwidth
105.86x
Need 105.86x MI100
NVIDIA RTX 4000 Ada Generation
Compute (FP32-eq)
6741.57x
Need 6741.57x RTX 4000 Ada Generation
FP32 Compute
242.70x
Need 242.70x RTX 4000 Ada Generation
VRAM
691.20x
Need 691.20x RTX 4000 Ada Generation
Memory Bandwidth
361.11x
Need 361.11x RTX 4000 Ada Generation

To match 1x NVIDIA RTX 4000 Ada Generation

NVIDIA L4
Compute (FP32-eq)
0.44x
L4 is 2.27x faster
FP32 Compute
0.88x
L4 is 1.13x faster
VRAM
0.83x
L4 has 1.20x more
Memory Bandwidth
1.20x
Need 1.20x L4
AMD MI100
Compute (FP32-eq)
1.16x
Need 1.16x MI100
FP32 Compute
1.16x
Need 1.16x MI100
VRAM
0.63x
MI100 has 1.60x more
Memory Bandwidth
0.29x
MI100 has 3.41x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 6741.57x faster
FP32 Compute
0.00x
GB200 NVL72 is 242.70x faster
VRAM
0.00x
GB200 NVL72 has 691.20x more
Memory Bandwidth
0.00x
GB200 NVL72 has 361.11x more

Pricing

Price TypeL4MI100GB200 NVL72RTX 4000 Ada Generation
CAPEX (Street Price)$4,000———
OPEX (per hour)$0.80/hr———
Price per TFLOPs (FP32-eq)$66———