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‘coarse!

AI agents review your paper and write a referee report. You pay the API cost directly. No account.

Academic peer review runs on unpaid academic labor. Others decided to make a business out of that. We didn't like that.

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Blind-evaluated against refine.ink, Stanford Agentic Reviewer, and reviewer3.com. Scores higher on coverage, specificity, and depth -- at a fraction of the cost.

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Review my paper: OpenRouter handles everything end-to-end. File deleted after processing. Review key works for 90 days. Usually under $2.

Review with my subscription: we hand you a shell command that runs the full coarse pipeline locally using your Claude Code, Codex, or Gemini CLI subscription for the LLM reasoning. You only pay ~$0.10 for the local Mistral OCR step (with your own OpenRouter key). Review shows up on this page when done.

Runs locally on your machine using your own Claude Code, Codex, or Gemini CLI account. coarse.ink does not receive or store your provider login, and your provider's terms, usage limits, and organization policies apply. coarse.ink is not affiliated with Anthropic, OpenAI, or Google.

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