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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

SpecificationAMD MI250XNVIDIA B200AWS Inferentia2NVIDIA RTX 5000 Ada Generation
ArchitectureCDNA 2BlackwellInferentia Gen2Ada Lovelace
Form FactorOAMSXM—PCIe
VRAM128 GB192 GB32 GB32 GB
Memory Bandwidth3,277 GB/s8,000 GB/s—576 GB/s
TFLOPs (FP32)47.990—65.3
TFLOPs (FP16)3832,250—130.6
TFLOPs3832,250190130.6
TFLOPs (FP8)—4,500——
TDP560 W1000 W150 W250 W
Launch DateNov 2021Mar 2024Nov 2022Aug 2023

Efficiency Metrics

MetricMI250XB200Inferentia2RTX 5000 Ada Generation
TFLOPs per Watt (FP32-eq)0.341.130.630.26
Memory Bandwidth per GB25.6 GB/s41.7 GB/s—18.0 GB/s

Performance Equivalence

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

To match 1x AMD MI250X

NVIDIA B200
Compute (FP32-eq)
0.17x
B200 is 5.87x faster
FP32 Compute
0.53x
B200 is 1.88x faster
VRAM
0.67x
B200 has 1.50x more
Memory Bandwidth
0.41x
B200 has 2.44x more
AWS Inferentia2
Compute (FP32-eq)
2.02x
Need 2.02x Inferentia2
VRAM
4.00x
Need 4.00x Inferentia2
NVIDIA RTX 5000 Ada Generation
Compute (FP32-eq)
2.93x
Need 2.93x RTX 5000 Ada Generation
FP32 Compute
0.73x
RTX 5000 Ada Generation is 1.36x faster
VRAM
4.00x
Need 4.00x RTX 5000 Ada Generation
Memory Bandwidth
5.69x
Need 5.69x RTX 5000 Ada Generation

To match 1x NVIDIA B200

AMD MI250X
Compute (FP32-eq)
5.87x
Need 5.87x MI250X
FP32 Compute
1.88x
Need 1.88x MI250X
VRAM
1.50x
Need 1.50x MI250X
Memory Bandwidth
2.44x
Need 2.44x MI250X
AWS Inferentia2
Compute (FP32-eq)
11.84x
Need 11.84x Inferentia2
VRAM
6.00x
Need 6.00x Inferentia2
NVIDIA RTX 5000 Ada Generation
Compute (FP32-eq)
17.23x
Need 17.23x RTX 5000 Ada Generation
FP32 Compute
1.38x
Need 1.38x RTX 5000 Ada Generation
VRAM
6.00x
Need 6.00x RTX 5000 Ada Generation
Memory Bandwidth
13.89x
Need 13.89x RTX 5000 Ada Generation

To match 1x AWS Inferentia2

AMD MI250X
Compute (FP32-eq)
0.50x
MI250X is 2.02x faster
VRAM
0.25x
MI250X has 4.00x more
NVIDIA B200
Compute (FP32-eq)
0.08x
B200 is 11.84x faster
VRAM
0.17x
B200 has 6.00x more
NVIDIA RTX 5000 Ada Generation
Compute (FP32-eq)
1.45x
Need 1.45x RTX 5000 Ada Generation
VRAM
1.00x
RTX 5000 Ada Generation has 1.00x more

To match 1x NVIDIA RTX 5000 Ada Generation

AMD MI250X
Compute (FP32-eq)
0.34x
MI250X is 2.93x faster
FP32 Compute
1.36x
Need 1.36x MI250X
VRAM
0.25x
MI250X has 4.00x more
Memory Bandwidth
0.18x
MI250X has 5.69x more
NVIDIA B200
Compute (FP32-eq)
0.06x
B200 is 17.23x faster
FP32 Compute
0.73x
B200 is 1.38x faster
VRAM
0.17x
B200 has 6.00x more
Memory Bandwidth
0.07x
B200 has 13.89x more
AWS Inferentia2
Compute (FP32-eq)
0.69x
Inferentia2 is 1.45x faster
VRAM
1.00x
Inferentia2 has 1.00x more

Pricing

Price TypeMI250XB200Inferentia2RTX 5000 Ada Generation
CAPEX (Street Price)$12,000$70,000——
OPEX (per hour)$2.00/hr———
Price per TFLOPs (FP32-eq)$63$62——