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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 L4NVIDIA B200NVIDIA GB200 NVL72NVIDIA H100 PCIe
ArchitectureAda LovelaceBlackwellBlackwellHopper
Form FactorPCIeSXMCustomPCIe
VRAM24 GB192 GB13824 GB80 GB
Memory Bandwidth300 GB/s8,000 GB/s130,000 GB/s2,000 GB/s
TFLOPs (FP32)30.3906,48051
TFLOPs (FP16)2422,250360,0001,513
TFLOPs1212,250360,0001,513
TFLOPs (FP8)4854,500——
TDP72 W1000 W120000 W350 W
Launch DateMar 2023Mar 2024Mar 2024Sep 2022

Efficiency Metrics

MetricL4B200GB200 NVL72H100 PCIe
TFLOPs per Watt (FP32-eq)0.841.131.502.16
Memory Bandwidth per GB12.5 GB/s41.7 GB/s9.4 GB/s25.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA L4

NVIDIA B200
Compute (FP32-eq)
0.05x
B200 is 18.60x faster
FP32 Compute
0.34x
B200 is 2.97x faster
VRAM
0.13x
B200 has 8.00x more
Memory Bandwidth
0.04x
B200 has 26.67x 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 H100 PCIe
Compute (FP32-eq)
0.08x
H100 PCIe is 12.50x faster
FP32 Compute
0.59x
H100 PCIe is 1.68x faster
VRAM
0.30x
H100 PCIe has 3.33x more
Memory Bandwidth
0.15x
H100 PCIe has 6.67x more

To match 1x NVIDIA B200

NVIDIA L4
Compute (FP32-eq)
18.60x
Need 18.60x L4
FP32 Compute
2.97x
Need 2.97x L4
VRAM
8.00x
Need 8.00x L4
Memory Bandwidth
26.67x
Need 26.67x L4
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.01x
GB200 NVL72 is 160.00x faster
FP32 Compute
0.01x
GB200 NVL72 is 72.00x faster
VRAM
0.01x
GB200 NVL72 has 72.00x more
Memory Bandwidth
0.06x
GB200 NVL72 has 16.25x more
NVIDIA H100 PCIe
Compute (FP32-eq)
1.49x
Need 1.49x H100 PCIe
FP32 Compute
1.76x
Need 1.76x H100 PCIe
VRAM
2.40x
Need 2.40x H100 PCIe
Memory Bandwidth
4.00x
Need 4.00x H100 PCIe

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
NVIDIA B200
Compute (FP32-eq)
160.00x
Need 160.00x B200
FP32 Compute
72.00x
Need 72.00x B200
VRAM
72.00x
Need 72.00x B200
Memory Bandwidth
16.25x
Need 16.25x B200
NVIDIA H100 PCIe
Compute (FP32-eq)
237.94x
Need 237.94x H100 PCIe
FP32 Compute
127.06x
Need 127.06x H100 PCIe
VRAM
172.80x
Need 172.80x H100 PCIe
Memory Bandwidth
65.00x
Need 65.00x H100 PCIe

To match 1x NVIDIA H100 PCIe

NVIDIA L4
Compute (FP32-eq)
12.50x
Need 12.50x L4
FP32 Compute
1.68x
Need 1.68x L4
VRAM
3.33x
Need 3.33x L4
Memory Bandwidth
6.67x
Need 6.67x L4
NVIDIA B200
Compute (FP32-eq)
0.67x
B200 is 1.49x faster
FP32 Compute
0.57x
B200 is 1.76x faster
VRAM
0.42x
B200 has 2.40x more
Memory Bandwidth
0.25x
B200 has 4.00x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 237.94x faster
FP32 Compute
0.01x
GB200 NVL72 is 127.06x faster
VRAM
0.01x
GB200 NVL72 has 172.80x more
Memory Bandwidth
0.02x
GB200 NVL72 has 65.00x more

Pricing

Price TypeL4B200GB200 NVL72H100 PCIe
CAPEX (Street Price)$4,000$70,000——
OPEX (per hour)$0.80/hr———
Price per TFLOPs (FP32-eq)$66$62——