Marcos Ortiz, Justin Hill, Collin Overbay, Ingrida Semenec, Frederic Sauve-Hoover, Jim Schwoebel, Joel Shor · 2025-12 · place here: #1 · composite 1.933 / top win rates
As stated: Pairwise win rates (Table 2): Firebase highest on all four metrics (Ease 42.5%, Trust 41.2%, Visual Appeal 45.5%, Visual Appropriateness 45.1%); Bolt second; Replit third. Authors' hierarchy: 'Firebase > Bolt > Replit'. Composite scores stated: Firebase 1.933, Bolt 1.561, Replit …
COI: Study funded by Quome Inc. (acknowledgements). Quome Cloud used for deployment.