From the source
We're Partnering with LayerLens to Evaluate SubQ Date May 14, 2026 Today we're announcing a partnership with LayerLens , a company building evaluation infrastructure for AI systems, to evaluate SubQ on Stratix , their benchmark platform that helps teams evaluate, compare, and monitor models across standardized benchmarks and covers 200+ models and close to 100 benchmarks.
- SubQ is built on Sub-quadratic Sparse Attention (SSA), which takes a fundamentally different approach to attention than the standard attention architecture most labs are still iterating on.
- The design goal is to process more context with much less compute without performance tradeoffs, and we think that opens up a category of long-horizon reasoning tasks that current models genuinely struggle with, with far better token economics.
- But "we think" only gets you so far, which is why we wanted an independent evaluation layer that applies the same framework to SubQ as it does to every other model on the platform.
- What the benchmarks will cover …