Tool profile

alibaba/MNN

stable

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

armconvolutiondeep-learningembedded-devicesllmmachine-learningmlmnn

Velocity score

1.82/ 10

[STARS]

15k

[FORKS]

2.3k

[CONTRIBUTORS]

173

[LAST_COMMIT]

yesterday

30-day stars

1.82/ 10 score

last 36d

[SIGNAL_TRACE / 36_PT]

Score breakdown

783/ 1000

frameworks · alibaba/MNN

Velocity50%

Adoption30%

Maintenance15%

Community5%

[CODE_GROWTH]

976

[INSTALL_VEL]

496

[ACTIVITY]

643

[COMMUNITY_SIGNAL]

1000

Terminal score: 0–1000 raw, weighted across 4 dimensions. Public score: 0–10 normalized (shown in the 30-day stars chart above).