---
title: "mlflow — Q1 2026 Engineering Signal"
url: https://signals.gitdealflow.com/startup/mlflow/q1-2026
description: "mlflow engineering metrics for Q1 2026: +380% velocity change, 100 contributors, signal: Deploy frequency spike."
lastModified: 2026-04-24
source: VC Deal Flow Signal
---
# mlflow — Q1 2026 Engineering Signal

The open source AI engineering platform for agents, LLMs, and ML models.

## Signal — Q1 2026

- Commit velocity (14d): 456
- Velocity change: +380%
- Contributors: 100 (+20% growth)
- New repos (30d): 0
- Signal type: Deploy frequency spike
- Sector: AI & Machine Learning
- Stage at time of snapshot: Growth
- Geography: US
- Ranked #1 of 6 in AI & Machine Learning for Q1 2026

## Adjacent Periods

- Previous: [Q4 2025](https://signals.gitdealflow.com/startup/mlflow/q4-2025) — +35% · Framework migration
- Next: [Q2 2026](https://signals.gitdealflow.com/startup/mlflow/q2-2026) — -21% · Framework migration

## Current Profile

https://signals.gitdealflow.com/startup/mlflow

## Canonical

https://signals.gitdealflow.com/startup/mlflow/q1-2026