Compare XPUs

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Showing 72 XPUs • 5 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

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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 MI210AMD MI350XAWS Inferentia2NVIDIA GB200 SuperchipBaidu Kunlun II
ArchitectureCDNA 2CDNA 4Inferentia Gen2BlackwellKunlun Core
Form FactorPCIeOAM—SXM—
VRAM64 GB288 GB32 GB384 GB32 GB
Memory Bandwidth1,638 GB/s——8,000 GB/s—
TFLOPs (FP32)45.3——90—
TFLOPs (FP16)181——5,000256
TFLOPs1812,1001905,000—
TFLOPs (FP8)—————
TDP300 W850 W150 W2700 W200 W
Launch DateJan 2022Jun 2025Nov 2022Mar 2024Aug 2021

Efficiency Metrics

MetricMI210MI350XInferentia2GB200 SuperchipKunlun II
TFLOPs per Watt (FP32-eq)0.301.240.630.93—
Memory Bandwidth per GB25.6 GB/s——20.8 GB/s—

Performance Equivalence

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

To match 1x AMD MI210

AMD MI350X
Compute (FP32-eq)
0.09x
MI350X is 11.60x faster
VRAM
0.22x
MI350X has 4.50x more
AWS Inferentia2
Compute (FP32-eq)
0.95x
Inferentia2 is 1.05x faster
VRAM
2.00x
Need 2.00x Inferentia2
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.04x
GB200 Superchip is 27.62x faster
FP32 Compute
0.50x
GB200 Superchip is 1.99x faster
VRAM
0.17x
GB200 Superchip has 6.00x more
Memory Bandwidth
0.20x
GB200 Superchip has 4.88x more
Baidu Kunlun II
VRAM
2.00x
Need 2.00x Kunlun II

To match 1x AMD MI350X

AMD MI210
Compute (FP32-eq)
11.60x
Need 11.60x MI210
VRAM
4.50x
Need 4.50x MI210
AWS Inferentia2
Compute (FP32-eq)
11.05x
Need 11.05x Inferentia2
VRAM
9.00x
Need 9.00x Inferentia2
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.42x
GB200 Superchip is 2.38x faster
VRAM
0.75x
GB200 Superchip has 1.33x more
Baidu Kunlun II
VRAM
9.00x
Need 9.00x Kunlun II

To match 1x AWS Inferentia2

AMD MI210
Compute (FP32-eq)
1.05x
Need 1.05x MI210
VRAM
0.50x
MI210 has 2.00x more
AMD MI350X
Compute (FP32-eq)
0.09x
MI350X is 11.05x faster
VRAM
0.11x
MI350X has 9.00x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.04x
GB200 Superchip is 26.32x faster
VRAM
0.08x
GB200 Superchip has 12.00x more
Baidu Kunlun II
VRAM
1.00x
Kunlun II has 1.00x more

To match 1x NVIDIA GB200 Superchip

AMD MI210
Compute (FP32-eq)
27.62x
Need 27.62x MI210
FP32 Compute
1.99x
Need 1.99x MI210
VRAM
6.00x
Need 6.00x MI210
Memory Bandwidth
4.88x
Need 4.88x MI210
AMD MI350X
Compute (FP32-eq)
2.38x
Need 2.38x MI350X
VRAM
1.33x
Need 1.33x MI350X
AWS Inferentia2
Compute (FP32-eq)
26.32x
Need 26.32x Inferentia2
VRAM
12.00x
Need 12.00x Inferentia2
Baidu Kunlun II
VRAM
12.00x
Need 12.00x Kunlun II

To match 1x Baidu Kunlun II

AMD MI210
VRAM
0.50x
MI210 has 2.00x more
AMD MI350X
VRAM
0.11x
MI350X has 9.00x more
AWS Inferentia2
VRAM
1.00x
Inferentia2 has 1.00x more
NVIDIA GB200 Superchip
VRAM
0.08x
GB200 Superchip has 12.00x more

Pricing

Price TypeMI210MI350XInferentia2GB200 SuperchipKunlun II
CAPEX (Street Price)$6,000————
OPEX (per hour)—————
Price per TFLOPs (FP32-eq)$66————