{"type":"raw_signal","id":"a-separate-public-benchmark-analysis-evaluated-23-models-a42a7d","slug":"a-separate-public-benchmark-analysis-evaluated-23-models-a42a7d","title":"A separate public benchmark analysis evaluated 23 models for correctness and code-review quality, with its top model passing every blocking check in 57.7% of attempts.","description":"Artificial Analysis published results for 23 models tested on FrontierCode, a benchmark that evaluates repository changes for correctness and code-review quality.","retrieval_nugget":"Artificial Analysis published results for 23 models tested on FrontierCode, a benchmark that evaluates repository changes for correctness and code-review quality.","observed_at":"2026-10-14","record_date":"2026-10-14","date_kind":"observed_at","why_it_matters":"Source: https://bestcadpapers.com/software-qa-development/frontiercode-a-maintainer-s-checklist-for-reviewing-ai-pull-requests","novelty":"notable","verification_level":"source-linked","signal_type":"research","source_platform":"bestcadpapers.com","topics":[],"entities":["Artificial Analysis","FrontierCode","Claude Opus 5.5","Stirrup"],"related_patterns":[],"source_url":"https://bestcadpapers.com/software-qa-development/frontiercode-a-maintainer-s-checklist-for-reviewing-ai-pull-requests","source_urls":["https://bestcadpapers.com/software-qa-development/frontiercode-a-maintainer-s-checklist-for-reviewing-ai-pull-requests"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"signal:a-separate-public-benchmark-analysis-evaluated-23-models-a42a7d","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/signals/a-separate-public-benchmark-analysis-evaluated-23-models-a42a7d/","markdown":"https://newruntime.com/signals/a-separate-public-benchmark-analysis-evaluated-23-models-a42a7d.md","json":"https://newruntime.com/signals/a-separate-public-benchmark-analysis-evaluated-23-models-a42a7d.json"},"next_reads":[{"type":"collection","path":"/signals/","url":"https://newruntime.com/signals/","title":"Raw Signals","reason":"Open every source-linked raw signal.","media_type":"text/html","json_url":"https://newruntime.com/signals.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}