Here is a collaborative editor architecture. Find what breaks. Also a startup teardown and a training-cost estimate made without search.
20 models tested across 3 system design challenges. Composite score: 30% Rival Index, 20% task coverage, 20% challenge-scoped duel performance, 15% recency, 15% tier. Deduplicated by product line. Claude Haiku 4.5 leads at 78.1/100. Drawn from Rival's open dataset of 21,000+ human preference votes.
Here is a collaborative editor architecture. Find what breaks. Also a startup teardown and a training-cost estimate made without search.
20 models tested across 3 system design challenges. Composite score: 30% Rival Index, 20% task coverage, 20% challenge-scoped duel performance, 15% recency, 15% tier. Deduplicated by product line. Claude Haiku 4.5 leads at 78.1/100. Drawn from Rival's open dataset of 21,000+ human preference votes.