The SQL control
The selected control will appear here.
Inspect comparison SQL
Run the comparison to inspect the statement.REAL ENGINE · SYNTHETIC DATA
Run a sales question through comparison SQL and the actual sutura runtime. See the calculation, the definition behind it, and the requests the product refuses.
The SQL controls are written for this demonstration. They are labeled where intentionally incomplete. This page makes no live LLM calls.
THE QUESTION
Connecting to demo…Waiting for the scenario catalog.
The selected control will appear here.
Run the comparison to inspect the statement.Each run executes the pinned product binary.
Run the comparison to inspect the compiled statement.No execution yet.WHAT TO NOTICE
Refunds were summed into one row per order before sutura ran. Whole-order WIDGET membership was also prepared. The product executes the declared metric; it does not invent the refund policy or repair these source joins for us.
Open to load the source fixture.
Fixed questions, 14 synthetic orders, and a pinned sutura 0.11.0 release. Known-answer anchors, catalog digests, and explicit refusals are inspected here. This is a product demonstration, not evidence of improved LLM accuracy.
sutura upstream ↗ / Context, method & limitations ↗
The original article's 108 model trials are separate from this live engine demonstration. Empty results remain empty; no recorded answer is substituted for a failed request.