Who ran what, and how it landed

Every selected model against every benchmark. Brighter is stronger; a hatched cell means the model hasn't run that one yet.

The four benchmarks

Each one is a complete, messy, real-world job, not a trivia quiz.

01 · Dingo & Co. Knowledge Work

A 23-deliverable consulting brief: research, financial reconciliation, regulatory analysis, decks and spreadsheets. Tests whether a model can run an entire knowledge-work engagement end to end.

6 selected models runBest in view GPT-5.6 Sol at 93

02 · Car Wash Operations

A filthy operational dataset — ghost records, orphaned orders, typo'd customers, raw enum variants. Tests judgment under messy real-world data: what gets fixed, quarantined, or wrongly promoted.

6 selected models runBest in view Kimi K3 at 65

03 · Brick — The AI LEGO Build

Four buildable LEGO models from prompt to part list to runnable browser guide. Tests spatial reasoning, physical plausibility, and whether large builds hold together or collapse into repetition.

6 selected models runBest in view Claude Sonnet 5 (xhigh) at 78

04 · Artemis II Mission Visualization

A fact sheet plus an interactive 3D visualization of the Artemis II mission. Tests factual grounding, source integrity, and the ability to dramatize the hard beats — launch, staging, re-entry, recovery.

6 selected models runBest in view GPT-5.6 Sol at 89