Q1 2026 · Historical Snapshot
mlflow — Q1 2026 Engineering Signal
The open source AI engineering platform for agents, LLMs, and ML models.
Signal — Q1 2026
In Q1 2026, mlflow showed +380% commit velocity change with 100 active contributors (+20% growth). Signal type: Deploy frequency spike. Ranked #1 of 6 in AI & Machine Learning for Q1 2026.
Metrics — Q1 2026
Commit Velocity (14d)
456
Velocity Change
+380%
Contributors
100
+20% growth
New Repos (30d)
0
Context
Sector: AI & Machine Learning (full Q1 2026 ranking)
Stage at time of snapshot: Growth
Geography: US
Signal classification: Deploy frequency spike — learn what this signal means
See mlflow's current signal
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