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 +35% commit velocity change with 100 active contributors (+20% growth). Signal type: Framework migration. Ranked #1 of 6 in AI & Machine Learning for Q4 2025.
Metrics — Q4 2025
Commit Velocity (14d)
302
Velocity Change
+35%
Contributors
100
+20% growth
New Repos (30d)
0
Context
Sector: AI & Machine Learning (full Q4 2025 ranking)
Stage at time of snapshot: Growth
Geography: US
Signal classification: Framework migration — learn what this signal means
See mlflow's current signal
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