Banja Lab

Measured in the open.

The things we build to answer our own questions: experiments, research, and tools, shared in the open. We start with model benchmarks, run on the same work we ship for clients - currently 30 models across 87 tasks, topped by grok-composer-2.5-fast at 85.0% composite.

85.0%

Composite

CodeUISVGWebLawAcct

Benchmarks

Model benchmarks

How frontier AI models perform on the real build and reasoning work we do: code, UI, full websites, marketing pages, dashboards, animations, SVG, and Australian legal and accounting. Measured, with every output to inspect and compare.

Models: 30
Tasks each: 87
Scoring: Execution + vision

Designer benchmarks

Five fictional principal designers, each a fixed and distinct design identity, building the same client briefs across every benchmarked model. See how one point of view holds as the model behind it changes.

Designers: 7
Models each: 4
Scoring: Cross-family vision

View designers

More experiments land here as we build them.