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What ChatGPT, Claude, Gemini & Grok actually say · September 2026

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The verdict

ghstack appears in 2 AI-ranked categories — best position #5 for stacked pull request tools for monorepos.

#5🤝 Best stacked pull request tools for monorepos1/3 models · updated 2026-08-11
Claude #3Gemini —Grok —

Battle-tested on the PyTorch monorepo at Meta; maps a stack of local commits to a chain of GitHub PRs with correct base branches, and its "one commit = one PR" discipline keeps reviews small and rebasable. Free, scriptable, and proven at real volume.

Where ghstack falls short, per the models

  • Claude Reviewer experience is rough — it creates synthetic gh/ branches, doesn't let external contributors easily push, and has no UI; it demands strict linear-history/rebase discipline and effectively requires write access, so it's not for open-contribution or GUI-oriented teams.

Poll history — On this board 1 of 2 polls since Aug 3 — off it in the latest

#4 → –

Top alternatives per the models: Graphite · Aviator · Sapling · spr

GPT —Claude —Gemini —Grok #4

Lightweight open-source CLI (Meta-inspired) that turns commit stacks into dependent GitHub PRs efficiently; battle-tested simplicity for teams wanting minimal overhead without switching tools.

Where ghstack falls short, per the models

  • Grok Basic compared to full platforms (limited UI/automation); requires more manual effort for complex stack syncing in very large teams.

Top alternatives per the models: Graphite · Gerrit · Aviator · Sapling

Watch ghstack

Boards re-poll weekly and the models change their minds. One short email only when ghstack's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.

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ghstack ranks #5 for best stacked pull request tools for monorepos by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.

ghstack — ranked #5 for Best stacked pull request tools for monorepos by AI models on ModelsAgree
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Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology