---
title: "mlflow, Q1 2026 Engineering Signal"
url: https://signals.gitdealflow.com/startup/mlflow/q1-2026
description: "mlflow engineering metrics for Q1 2026: +11% velocity change, 444 contributors, signal: Framework migration."
lastModified: 2026-09-24
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): 414
- Velocity change: +11%
- Contributors: 444 (+0% growth)
- New repos (30d): 2
- Signal type: Framework migration
- Sector: AI & Machine Learning
- Stage at time of snapshot: Growth
- Geography: US
- Ranked #8 of 16 in AI & Machine Learning for Q1 2026

## Adjacent Periods

- Previous: [Q4 2025](https://signals.gitdealflow.com/startup/mlflow/q4-2025), -13% · Deceleration
- Next: [Q2 2026](https://signals.gitdealflow.com/startup/mlflow/q2-2026), -56% · Deceleration

## Current Profile

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

## Canonical

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