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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 Inferentia2AMD MI300ANVIDIA GeForce RTX 5090
ArchitectureBlackwellInferentia Gen2CDNA 3Blackwell
Form FactorSXM—OAMPCIe
VRAM192 GB32 GB128 GB32 GB
Memory Bandwidth8,000 GB/s—5,300 GB/s1,792 GB/s
TFLOPs (FP32)90—122.6104.8
TFLOPs (FP16)2,250—980.6209.5
TFLOPs2,250190980.6209.5
TFLOPs (FP8)4,500———
TDP1000 W150 W760 W575 W
Launch DateMar 2024Nov 2022Dec 2023Jan 2025

Efficiency Metrics

MetricB200Inferentia2MI300AGeForce RTX 5090
TFLOPs per Watt (FP32-eq)1.130.630.650.18
Memory Bandwidth per GB41.7 GB/s—41.4 GB/s56.0 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
AMD MI300A
Compute (FP32-eq)
2.29x
Need 2.29x MI300A
FP32 Compute
0.73x
MI300A is 1.36x faster
VRAM
1.50x
Need 1.50x MI300A
Memory Bandwidth
1.51x
Need 1.51x MI300A
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
10.74x
Need 10.74x GeForce RTX 5090
FP32 Compute
0.86x
GeForce RTX 5090 is 1.16x faster
VRAM
6.00x
Need 6.00x GeForce RTX 5090
Memory Bandwidth
4.46x
Need 4.46x GeForce RTX 5090

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
AMD MI300A
Compute (FP32-eq)
0.19x
MI300A is 5.16x faster
VRAM
0.25x
MI300A has 4.00x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.91x
GeForce RTX 5090 is 1.10x faster
VRAM
1.00x
GeForce RTX 5090 has 1.00x more

To match 1x AMD MI300A

NVIDIA B200
Compute (FP32-eq)
0.44x
B200 is 2.29x faster
FP32 Compute
1.36x
Need 1.36x B200
VRAM
0.67x
B200 has 1.50x more
Memory Bandwidth
0.66x
B200 has 1.51x more
AWS Inferentia2
Compute (FP32-eq)
5.16x
Need 5.16x Inferentia2
VRAM
4.00x
Need 4.00x Inferentia2
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
4.68x
Need 4.68x GeForce RTX 5090
FP32 Compute
1.17x
Need 1.17x GeForce RTX 5090
VRAM
4.00x
Need 4.00x GeForce RTX 5090
Memory Bandwidth
2.96x
Need 2.96x GeForce RTX 5090

To match 1x NVIDIA GeForce RTX 5090

NVIDIA B200
Compute (FP32-eq)
0.09x
B200 is 10.74x faster
FP32 Compute
1.16x
Need 1.16x B200
VRAM
0.17x
B200 has 6.00x more
Memory Bandwidth
0.22x
B200 has 4.46x more
AWS Inferentia2
Compute (FP32-eq)
1.10x
Need 1.10x Inferentia2
VRAM
1.00x
Inferentia2 has 1.00x more
AMD MI300A
Compute (FP32-eq)
0.21x
MI300A is 4.68x faster
FP32 Compute
0.85x
MI300A is 1.17x faster
VRAM
0.25x
MI300A has 4.00x more
Memory Bandwidth
0.34x
MI300A has 2.96x more

Pricing

Price TypeB200Inferentia2MI300AGeForce RTX 5090
CAPEX (Street Price)$70,000———
OPEX (per hour)————
Price per TFLOPs (FP32-eq)$62———