lingbot-world-v2-14b-causal-fast

Use this section to answer one simple question first: how much outside evidence do we have that this model performs well? Structured benchmark scores appear first, then official provider evidence, then live arena signal.

This model category does not have a stable public benchmark standard we trust enough to present as comparable benchmark coverage.