# Is Vplabs Searchmap Preview SOTA?

**No.** Best recorded rank is #70 in Embeddings.

As of Oct 14, 2026, Vplabs Searchmap Preview from VPLabs. Best recorded rank is #70 in Embeddings. Last listed at #70 in Embeddings on 2025-03-05.

As of Oct 14, 2026. Methodology v1.0. Computed automatically.

- Embeddings: RANKED #70 — Last listed at #70 in Embeddings on 2025-03-05.