ChatGPT Wrapped: Your Year with ChatGPT & Claude

• ChatGPT: we follow the visible branch of each chat (from current_node), so edited-away and regenerated replies are skipped. System, tool, hidden and custom-instruction messages, code-interpreter calls and reasoning summaries are not counted.
• Claude: human and assistant messages count; turns that only carry tool results are skipped.
• A conversation belongs to the year it started. Messages count in the year they were sent, in your time zone. A message with no timestamp uses the previous message's time.
• Words are approximate: runs of characters between spaces in the messages you typed. Active days, streaks, busiest day, weekday and hour use the messages you sent.
• Models come from each ChatGPT reply's model_slug. Claude exports don't include model names.

We split conversation titles (or the first 12 words of your first message when a chat is untitled) into words, drop words under 3 letters, numbers and stopwords, and count each word once per conversation. Stopwords include: a, about, above, after, again, against, all, also, am, an, and, any, are, as, at, be, because, been, before, being, below, between, both, but, by, can, could, did, do, does, doing, down, during, each, few, for, from, further, had, has, and more.

Each conversation goes to the category whose keywords appear most in its title and first message. Ties go to the category listed first; no matches means Other.

Coding

code, coding, programming, developer, python, javascript, typescript, java, sql, bug, debug, error, function, api, regex, script, react, nextjs, css, html, git, github, docker, kubernetes, deploy, database, algorithm, json, backend, frontend, linux, bash, npm, node, rust, golang, swift, kotlin, php, ruby, query, compile, terminal, server

Writing

write, writing, rewrite, essay, email, letter, blog, post, article, edit, editing, proofread, grammar, draft, paraphrase, caption, tweet, linkedin, headline, tone, outline, speech, copywriting, newsletter, bio, translate, translation

Research & learning

explain, learn, learning, research, study, history, science, math, physics, chemistry, biology, homework, quiz, exam, definition, meaning, difference, compare, summary, summarize, paper, theory, understand, tutorial, course, lesson, facts, economics, philosophy, statistics

Work & business

business, marketing, sales, strategy, meeting, client, customer, startup, pricing, budget, finance, invoice, report, presentation, slides, excel, spreadsheet, project, proposal, interview, resume, job, career, hiring, product, roadmap, revenue, kpi, pitch, contract, legal, manager, team

Personal & creative

recipe, cooking, meal, diet, workout, fitness, health, travel, trip, vacation, gift, birthday, wedding, relationship, dating, parenting, kids, pet, dog, cat, garden, home, story, poem, song, lyrics, joke, game, image, drawing, art, music, movie, book, dream, names, party

We check these in order and use the first that matches. The second word comes from your top use category: Coder (coding), Writer (writing), Researcher (research), Strategist (work), Creator (personal), Explorer (other).

1. The Curious …: Fewer than 20 messages sent in the period.
2. The Night-Owl …: 30% or more of your messages sent between 10 PM and 5 AM.
3. The Early-Bird …: 30% or more of your messages sent between 5 AM and 10 AM.
4. The Weekend …: 40% or more of your messages sent on Saturday or Sunday.
5. The Daily …: Active on at least half the days between your first and last chat, or a streak of 14+ days.
6. The Deep-Diver …: An average of 12 or more of your messages per conversation.
7. The Steady …: None of the above.