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Notes fromthe workbench.

Benchmarks, architecture decisions, and research we publish as we go. Real evaluations against the hardest analytics benchmarks — not cherry-picked demos.

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April 2026 · Maceo Cardinale Kwik

We stopped guessing how good Datost was

We ran Datost against BIRD-Interact, the hardest interactive analytics benchmark in the field. The best model in the world scores 33%. Datost scores 75%. Same model underneath.

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75.2%

2x Claude Opus alone

In the queueDrafting · Q2 2026

COMING SOON

Scaling semantic joins

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RBAC deep-dive

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Agent evals in prod

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