Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Showing 72 XPUs5 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

Maximum of 5 XPUs can be compared at once. Deselect one to add another.

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 MI250XAMD MI100NVIDIA B200Cambricon MLU370AMD Radeon PRO W7900
ArchitectureCDNA 2CDNABlackwellMLU CoreRDNA 3
Form FactorOAMPCIeSXMPCIe
VRAM128 GB32 GB192 GB48 GB48 GB
Memory Bandwidth3,277 GB/s1,228 GB/s8,000 GB/s864 GB/s
TFLOPs (FP32)47.923.19061
TFLOPs (FP16)383184.62,250122
TFLOPs38323.12,250256122
TFLOPs (FP8)4,500
TDP560 W300 W1000 W300 W295 W
Launch DateNov 2021Nov 2020Mar 2024Nov 2022Apr 2023

Efficiency Metrics

MetricMI250XMI100B200MLU370Radeon PRO W7900
TFLOPs per Watt (FP32-eq)0.340.081.130.430.21
Memory Bandwidth per GB25.6 GB/s38.4 GB/s41.7 GB/s18.0 GB/s

Performance Equivalence

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

To match 1x AMD MI250X

AMD MI100
Compute (FP32-eq)
8.29x
Need 8.29x MI100
FP32 Compute
2.07x
Need 2.07x MI100
VRAM
4.00x
Need 4.00x MI100
Memory Bandwidth
2.67x
Need 2.67x MI100
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
Cambricon MLU370
Compute (FP32-eq)
1.50x
Need 1.50x MLU370
VRAM
2.67x
Need 2.67x MLU370
AMD Radeon PRO W7900
Compute (FP32-eq)
3.14x
Need 3.14x Radeon PRO W7900
FP32 Compute
0.79x
Radeon PRO W7900 is 1.27x faster
VRAM
2.67x
Need 2.67x Radeon PRO W7900
Memory Bandwidth
3.79x
Need 3.79x Radeon PRO W7900

To match 1x AMD MI100

AMD MI250X
Compute (FP32-eq)
0.12x
MI250X is 8.29x faster
FP32 Compute
0.48x
MI250X is 2.07x faster
VRAM
0.25x
MI250X has 4.00x more
Memory Bandwidth
0.37x
MI250X has 2.67x more
NVIDIA B200
Compute (FP32-eq)
0.02x
B200 is 48.70x faster
FP32 Compute
0.26x
B200 is 3.90x faster
VRAM
0.17x
B200 has 6.00x more
Memory Bandwidth
0.15x
B200 has 6.51x more
Cambricon MLU370
Compute (FP32-eq)
0.18x
MLU370 is 5.54x faster
VRAM
0.67x
MLU370 has 1.50x more
AMD Radeon PRO W7900
Compute (FP32-eq)
0.38x
Radeon PRO W7900 is 2.64x faster
FP32 Compute
0.38x
Radeon PRO W7900 is 2.64x faster
VRAM
0.67x
Radeon PRO W7900 has 1.50x more
Memory Bandwidth
1.42x
Need 1.42x Radeon PRO W7900

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
AMD MI100
Compute (FP32-eq)
48.70x
Need 48.70x MI100
FP32 Compute
3.90x
Need 3.90x MI100
VRAM
6.00x
Need 6.00x MI100
Memory Bandwidth
6.51x
Need 6.51x MI100
Cambricon MLU370
Compute (FP32-eq)
8.79x
Need 8.79x MLU370
VRAM
4.00x
Need 4.00x MLU370
AMD Radeon PRO W7900
Compute (FP32-eq)
18.44x
Need 18.44x Radeon PRO W7900
FP32 Compute
1.48x
Need 1.48x Radeon PRO W7900
VRAM
4.00x
Need 4.00x Radeon PRO W7900
Memory Bandwidth
9.26x
Need 9.26x Radeon PRO W7900

To match 1x Cambricon MLU370

AMD MI250X
Compute (FP32-eq)
0.67x
MI250X is 1.50x faster
VRAM
0.38x
MI250X has 2.67x more
AMD MI100
Compute (FP32-eq)
5.54x
Need 5.54x MI100
VRAM
1.50x
Need 1.50x MI100
NVIDIA B200
Compute (FP32-eq)
0.11x
B200 is 8.79x faster
VRAM
0.25x
B200 has 4.00x more
AMD Radeon PRO W7900
Compute (FP32-eq)
2.10x
Need 2.10x Radeon PRO W7900
VRAM
1.00x
Radeon PRO W7900 has 1.00x more

To match 1x AMD Radeon PRO W7900

AMD MI250X
Compute (FP32-eq)
0.32x
MI250X is 3.14x faster
FP32 Compute
1.27x
Need 1.27x MI250X
VRAM
0.38x
MI250X has 2.67x more
Memory Bandwidth
0.26x
MI250X has 3.79x more
AMD MI100
Compute (FP32-eq)
2.64x
Need 2.64x MI100
FP32 Compute
2.64x
Need 2.64x MI100
VRAM
1.50x
Need 1.50x MI100
Memory Bandwidth
0.70x
MI100 has 1.42x more
NVIDIA B200
Compute (FP32-eq)
0.05x
B200 is 18.44x faster
FP32 Compute
0.68x
B200 is 1.48x faster
VRAM
0.25x
B200 has 4.00x more
Memory Bandwidth
0.11x
B200 has 9.26x more
Cambricon MLU370
Compute (FP32-eq)
0.48x
MLU370 is 2.10x faster
VRAM
1.00x
MLU370 has 1.00x more

Pricing

Price TypeMI250XMI100B200MLU370Radeon PRO W7900
CAPEX (Street Price)$12,000$70,000
OPEX (per hour)$2.00/hr
Price per TFLOPs (FP32-eq)$63$62