What does the Framework migration signal mean?

The Framework migration signal indicates a specific pattern of engineering acceleration. Full classification logic and the four-signal taxonomy are documented at /methodology and /signals.

Where can I find roboflow's historical signal data across periods?

The startup hub at /startup/roboflow consolidates every period of historical signal data for roboflow, including commit-velocity change, contributor growth, and signal classification. The free /api/signals.json endpoint exposes the same data for programmatic access.

Q4 2025 · Historical Snapshot

roboflow — Q4 2025 Engineering Signal

Signal — Q4 2025

In Q4 2025, roboflow showed +12% commit velocity change with 92 active contributors (+0% growth). Signal type: Framework migration. 2 new repositories created in the 30 days preceding this period. Ranked #3 of 15 in AI & Machine Learning for Q4 2025.

Metrics — Q4 2025

Commit Velocity (14d)

287

Velocity Change

+12%

Contributors

+0% growth

New Repos (30d)

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 roboflow's current signal

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