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 MI250XNVIDIA B200FuriosaAI WarboyAWS TrainiumNVIDIA GB200 NVL72
ArchitectureCDNA 2BlackwellFuriosaAI NPUInferentia/TrainiumBlackwell
Form FactorOAMSXM——Custom
VRAM128 GB192 GB32 GB32 GB13824 GB
Memory Bandwidth3,277 GB/s8,000 GB/s——130,000 GB/s
TFLOPs (FP32)47.990——6,480
TFLOPs (FP16)3832,250——360,000
TFLOPs3832,250—190360,000
TFLOPs (FP8)—4,500———
TDP560 W1000 W80 W200 W120000 W
Launch DateNov 2021Mar 2024Oct 2021Nov 2021Mar 2024

Efficiency Metrics

MetricMI250XB200WarboyTrainiumGB200 NVL72
TFLOPs per Watt (FP32-eq)0.341.13—0.471.50
Memory Bandwidth per GB25.6 GB/s41.7 GB/s——9.4 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
FuriosaAI Warboy
VRAM
4.00x
Need 4.00x Warboy
AWS Trainium
Compute (FP32-eq)
2.02x
Need 2.02x Trainium
VRAM
4.00x
Need 4.00x Trainium
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 939.95x faster
FP32 Compute
0.01x
GB200 NVL72 is 135.28x faster
VRAM
0.01x
GB200 NVL72 has 108.00x more
Memory Bandwidth
0.03x
GB200 NVL72 has 39.67x more

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
FuriosaAI Warboy
VRAM
6.00x
Need 6.00x Warboy
AWS Trainium
Compute (FP32-eq)
11.84x
Need 11.84x Trainium
VRAM
6.00x
Need 6.00x Trainium
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

To match 1x FuriosaAI Warboy

AMD MI250X
VRAM
0.25x
MI250X has 4.00x more
NVIDIA B200
VRAM
0.17x
B200 has 6.00x more
AWS Trainium
VRAM
1.00x
Trainium has 1.00x more
NVIDIA GB200 NVL72
VRAM
0.00x
GB200 NVL72 has 432.00x more

To match 1x AWS Trainium

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
FuriosaAI Warboy
VRAM
1.00x
Warboy has 1.00x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 1894.74x faster
VRAM
0.00x
GB200 NVL72 has 432.00x more

To match 1x NVIDIA GB200 NVL72

AMD MI250X
Compute (FP32-eq)
939.95x
Need 939.95x MI250X
FP32 Compute
135.28x
Need 135.28x MI250X
VRAM
108.00x
Need 108.00x MI250X
Memory Bandwidth
39.67x
Need 39.67x MI250X
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
FuriosaAI Warboy
VRAM
432.00x
Need 432.00x Warboy
AWS Trainium
Compute (FP32-eq)
1894.74x
Need 1894.74x Trainium
VRAM
432.00x
Need 432.00x Trainium

Pricing

Price TypeMI250XB200WarboyTrainiumGB200 NVL72
CAPEX (Street Price)$12,000$70,000———
OPEX (per hour)$2.00/hr————
Price per TFLOPs (FP32-eq)$63$62———