About neuml
neuml is NeuML is the company behind txtai, one of the most popular open-source AI frameworks in the world.. This page shows similar startups in the Healthcare sector based on engineering velocity, team growth, and development patterns tracked by GitDealFlow.
Top 26 Healthcare Startups Ranked by Commit Velocity
#NameStage14d CmtChgSignal
How neuml Compares
neuml ships at 25 commits/14d, which is below the Healthcare sector average of 53 commits/14d. It ranks #7 out of 26 startups.
neuml has 26 contributors (growth: +0%) and a signal type of Deploy frequency spike.
Other Healthcare Startups
zapplyjobs
HeliosSoftware
masslight
medplum
hpi-studyu
FreedomIntelligence
neuml
third-culture-software
HasteHealth
samply
earthians
ohcnetwork
healthchainai
StanfordSpezi
fedbiomed
Related Competitive Set Pages
Frequently Asked Questions
What are the best alternatives to neuml?
Based on engineering velocity data from GitDealFlow Q3 2026, the top comparable startups in the Healthcare space include zapplyjobs, HeliosSoftware, masslight, medplum, hpi-studyu and others ranked by commit velocity and engineering team growth.
How does neuml compare to other Healthcare startups on engineering velocity?
neuml ranks #7 out of 26 startups in the Healthcare sector with 25 commits in the last 14 days. The sector average is 53 commits/14d.
How does GitDealFlow track engineering velocity for startups like neuml?
We analyze public GitHub activity across all startups in our dataset. Metrics include 14-day commit velocity, velocity change percentage, contributor count and growth, and signal type classification (e.g., deploy frequency spike, engineering hiring burst, framework migration, infrastructure buildout).
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