LLM Output Summarizer (BYO-key)

Summarize any LLM response to N sentences using your API key.

Ad placeholder (leaderboard)

Get a clean summary in the exact shape you need

Default model summaries are often the wrong length or format for where they need to go. This tool gives you precise control: pick a sentence count, a style, and an optional focus, and it builds the right instruction so the response comes back as a tight paragraph, a bullet list, or a single headline — using your own API key.

How it works

You paste the text, set a length from 1 to 10, and choose a style. The tool assembles a system instruction tailored to that style — for example, “summarize in 3 sentences as a single paragraph” or “summarize as 5 concise bullet points” — and sends your text as the user message to OpenAI or Anthropic. An optional focus field appends a priority hint so the model emphasizes the aspects you care about. The result is returned verbatim and can be copied with one click.

Tips and notes

Headline mode ignores the length slider and produces one short line, ideal for titles and subject lines. For consistent results across many inputs, keep the length and style fixed and vary only the focus. Cheaper models like gpt-4o-mini and claude-3-5-haiku are usually more than good enough for summarization, so use them to keep costs low at volume. Your key never leaves your browser except to call the provider directly, and it is never stored.

Ad placeholder (rectangle)