Q4 2025 · Historical Snapshot
mlflow, Q4 2025 Engineering Signal
The open source AI engineering platform for agents, LLMs, and ML models.
Signal, Q4 2025
In Q4 2025, mlflow showed -13% commit velocity change with 444 active contributors (+0% growth). Signal type: Deceleration. 2 new repositories created in the 30 days preceding this period. Ranked #8 of 15 in AI & Machine Learning for Q4 2025.
Metrics, Q4 2025
Commit Velocity (14d)
214
Velocity Change
-13%
Contributors
444
+0% growth
New Repos (30d)
2
Context
Sector: AI & Machine Learning (full Q4 2025 ranking)
Stage at time of snapshot: Growth
Geography: US
Signal classification: Deceleration, learn what this signal means
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Similar Momentum in Other Sectors
See mlflow's current signal
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