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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 B200AWS Inferentia2NVIDIA GeForce RTX 4080Qualcomm Cloud AI 100
ArchitectureBlackwellInferentia Gen2Ada LovelaceQualcomm AI
Form FactorSXM—PCIePCIe
VRAM192 GB32 GB16 GB16 GB
Memory Bandwidth8,000 GB/s—717 GB/s134 GB/s
TFLOPs (FP32)90—48.750
TFLOPs (FP16)2,250—97.5400
TFLOPs2,25019097.550
TFLOPs (FP8)4,500———
TDP1000 W150 W320 W75 W
Launch DateMar 2024Nov 2022Nov 2022Sep 2020

Efficiency Metrics

MetricB200Inferentia2GeForce RTX 4080Cloud AI 100
TFLOPs per Watt (FP32-eq)1.130.630.150.67
Memory Bandwidth per GB41.7 GB/s—44.8 GB/s8.4 GB/s

Performance Equivalence

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

To match 1x NVIDIA B200

AWS Inferentia2
Compute (FP32-eq)
11.84x
Need 11.84x Inferentia2
VRAM
6.00x
Need 6.00x Inferentia2
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
23.08x
Need 23.08x GeForce RTX 4080
FP32 Compute
1.85x
Need 1.85x GeForce RTX 4080
VRAM
12.00x
Need 12.00x GeForce RTX 4080
Memory Bandwidth
11.16x
Need 11.16x GeForce RTX 4080
Qualcomm Cloud AI 100
Compute (FP32-eq)
22.50x
Need 22.50x Cloud AI 100
FP32 Compute
1.80x
Need 1.80x Cloud AI 100
VRAM
12.00x
Need 12.00x Cloud AI 100
Memory Bandwidth
59.70x
Need 59.70x Cloud AI 100

To match 1x AWS Inferentia2

NVIDIA B200
Compute (FP32-eq)
0.08x
B200 is 11.84x faster
VRAM
0.17x
B200 has 6.00x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
1.95x
Need 1.95x GeForce RTX 4080
VRAM
2.00x
Need 2.00x GeForce RTX 4080
Qualcomm Cloud AI 100
Compute (FP32-eq)
1.90x
Need 1.90x Cloud AI 100
VRAM
2.00x
Need 2.00x Cloud AI 100

To match 1x NVIDIA GeForce RTX 4080

NVIDIA B200
Compute (FP32-eq)
0.04x
B200 is 23.08x faster
FP32 Compute
0.54x
B200 is 1.85x faster
VRAM
0.08x
B200 has 12.00x more
Memory Bandwidth
0.09x
B200 has 11.16x more
AWS Inferentia2
Compute (FP32-eq)
0.51x
Inferentia2 is 1.95x faster
VRAM
0.50x
Inferentia2 has 2.00x more
Qualcomm Cloud AI 100
Compute (FP32-eq)
0.97x
Cloud AI 100 is 1.03x faster
FP32 Compute
0.97x
Cloud AI 100 is 1.03x faster
VRAM
1.00x
Cloud AI 100 has 1.00x more
Memory Bandwidth
5.35x
Need 5.35x Cloud AI 100

To match 1x Qualcomm Cloud AI 100

NVIDIA B200
Compute (FP32-eq)
0.04x
B200 is 22.50x faster
FP32 Compute
0.56x
B200 is 1.80x faster
VRAM
0.08x
B200 has 12.00x more
Memory Bandwidth
0.02x
B200 has 59.70x more
AWS Inferentia2
Compute (FP32-eq)
0.53x
Inferentia2 is 1.90x faster
VRAM
0.50x
Inferentia2 has 2.00x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
1.03x
Need 1.03x GeForce RTX 4080
FP32 Compute
1.03x
Need 1.03x GeForce RTX 4080
VRAM
1.00x
GeForce RTX 4080 has 1.00x more
Memory Bandwidth
0.19x
GeForce RTX 4080 has 5.35x more

Pricing

Price TypeB200Inferentia2GeForce RTX 4080Cloud AI 100
CAPEX (Street Price)$70,000———
OPEX (per hour)————
Price per TFLOPs (FP32-eq)$62———