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 StanfordVL's historical signal data across periods?

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

Q1 2026 · Historical Snapshot

StanfordVL — Q1 2026 Engineering Signal

Research Codebase

Signal — Q1 2026

In Q1 2026, StanfordVL showed +10% commit velocity change with 57 active contributors (+19% growth). Signal type: Framework migration. Ranked #5 of 6 in Robotics for Q1 2026.

Metrics — Q1 2026

Commit Velocity (14d)

Velocity Change

+10%

Contributors

+19% growth

New Repos (30d)

Context

Sector: Robotics (full Q1 2026 ranking)

Stage at time of snapshot: Growth

Geography: US

Signal classification: Framework migration — learn what this signal means

See StanfordVL's current signal

This page shows a historical snapshot. For the most recent data, view the full profile.

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