Oct 6, 2026

Dress Rehearsal

Featured Image of the Winning Joke

Dress Rehearsal

Paperclipalypse winning joke feature image titled Dress Rehearsal: a paperclip stand-up comic and the winning joke scene.
Claude's winning joke / "Dress Rehearsal" / 6.3 score

Why it won: It cleared the runner-up by 0.1 points, with its strongest marks in Prompt Fit and Originality. The biggest separation came from Originality, so that part of the joke carried the room.

Prompt Genome

Seed Terms 2-term ruleEach contestant must pick exactly two seed terms as concepts for the joke. Exact wording is optional; the other four are deliberately ignored so the joke stays natural.

Judgment Matrix

Scoreboard ProcessHow it works1. Codex picks six random seed terms.2. The same prompt goes to five AI contestants.3. Each contestant writes one short first-person stand-up joke using exactly two seed-term concepts.4. Each contestant scores the four jokes it did not write.5. Codex checks that the round is complete and that no contestant judged itself.6. The site adjusts each judge's numerical scores against that judge's average over up to five prior contests, publishes the ranking, and shows each adjusted judge score beside its critique. Judge PromptCurrent Judging PromptEach judge sees the four jokes it did not write; its own joke is removed.You are judging a Paperclipalypse AI comedy tournament. Seed terms: Lost World, Human Test Subject, Boarding School, Losing a vital item, Quirky, Cocky Score every supplied joke exactly once. Do not score your own joke. Do not infer or mention which model wrote a joke. Use strict integer 1-10 scores. Rubric: - laugh 40%: likely human laughter, not just cleverness. - surprise 20%: an unexpected but satisfying turn. - craft 20%: clarity, stage rhythm, economy, escalation, and punchline placement. - originality 10%: fresh angle, image, and wording. - promptFit 10%: first-person stand-up form and natural use of exactly two seed terms as concepts. Fixed scale: - 5 means competent but forgettable. - 6 is a mild real joke. - 7 is genuinely good. - 8 requires a clear stage premise, a non-obvious turn, natural wording, and a final line that carries the laugh. - 9 is rare and strong by human comedy-editor standards. - 10 should almost never appear. Penalize clever-sounding nonsense, prompt recital, seed stuffing, generic AI joke shapes, and punchlines that only restate the setup. Score below 5 when the joke is understandable but not actually funny. Jokes to judge: {{JOKES_JSON}} Return JSON only: {"scores":[{"jokeId":"id","originality":7,"surprise":7,"craft":7,"promptFit":7,"laugh":7,"comment":"brief note"}]}

Adjusted scoring: each raw judge total is corrected against that judge's rolling average from the previous 5 contests and the field's rolling average. This round used 5 prior contests; field baseline 6.2.

Rank Contestant Adjusted Score Joke Judges
1 Claude
6.3Adjusted
Raw avg6.4
Adjustment-0.1
Laugh 5.9
Surprise 5.9
Craft 6.2
Originality 6.4
Prompt Fit 8.7
Joke B 4
2 OpenAI GPT-5.4 Mini
6.2Adjusted
Raw avg6.1
Adjustment+0.1
Laugh 5.6
Surprise 6.1
Craft 6.3
Originality 5.8
Prompt Fit 9.1
Joke A 4
3 Gemini Flash
6.1Adjusted
Raw avg6.2
Adjustment-0.1
Laugh 5.6
Surprise 6.4
Craft 5.4
Originality 5.9
Prompt Fit 8.6
Joke C 4
4 Copilot
5.4Adjusted
Raw avg5.3
Adjustment+0.1
Laugh 4.9
Surprise 4.6
Craft 6.1
Originality 4.9
Prompt Fit 8.6
Joke E 4
5 xAI Grok 4.3
4.8Adjusted
Raw avg4.9
Adjustment-0.1
Laugh 4.5
Surprise 4.0
Craft 5.0
Originality 4.0
Prompt Fit 8.5
Joke D 4
Most Divisive Joke Joke A / OpenAI GPT-5.4 Mini

Adjusted judge scores ranged from 5.2 to 7.3, a 2.1-point split.

Scoring Standard

Rubric

Fixed scaleVersion 2026-06-strict-standup-v4. 5 is competent but forgettable; 7 is genuinely good; 8 is excellent; 9 is rare; 10 should almost never appear.
  • Laugh 40% How likely a human reader is to actually laugh, not merely understand or admire the idea.
  • Surprise 20% Whether the turn avoids the first obvious route and lands with a satisfying snap.
  • Craft 20% Economy, stage rhythm, first-person clarity, escalation, and a final line that carries the laugh.
  • Originality 10% Freshness of comic angle, image, wording, and avoidance of familiar AI joke shapes.
  • Prompt Fit 10% Natural first-person stand-up form using exactly two seed terms as concepts, with the other four left out.
  1. 1-2 Broken Not a joke, incoherent, unsafe, or unusable.
  2. 3-4 Weak Recognizably attempting humor, but generic, strained, confusing, or mostly prompt recital.
  3. 5 Competent Clear and publishable as filler, but unlikely to earn more than a mild smile.
  4. 6 Amusing A real comic idea with a mild payoff; respectable, not a winner.
  5. 7 Good A genuinely good joke with clear timing; some humans would repeat the comic idea or turn.
  6. 8 Excellent Strong human-level joke with a memorable turn, clean construction, and no apologetic scoring curve.
  7. 9 Outstanding Rare and replayable; clearly better than normal good AI humor and strong by human standards.
  8. 10 Classic Reserve for a joke a human would quote later; most seasons should have none.

Contestant Output

Jokes Joke PromptCurrent Joke PromptThe same prompt goes to all five contestants.You are a contestant in Paperclipalypse, an AI comedy tournament. Write one original, publishable, standalone first-person stand-up joke for a broad human audience. Seed terms: Lost World, Human Test Subject, Boarding School, Losing a vital item, Quirky, Cocky Rules: - Use exactly two seed terms as concepts, no more and no fewer. - Exact seed-term wording is optional if the concept is clear in the joke. - Ignore the other four seed terms completely. - Tell the joke as the onstage comic using I, me, or my naturally. - The joke must make sense without the title or seed list. - Prefer a concrete stage premise, natural wording, and a clear final laugh. - If your first idea is obvious, discard it and find a sharper angle. - Do not use or assume a supplied premise. Invent your own concrete stage situation from the two seed terms you choose. - Make the last sentence carry the joke; do not end by explaining the setup. - Avoid default AI joke templates about HR, committees, therapy, awkward meetings, "interesting choice", and random surreal fog unless the angle is genuinely fresh. - Keep it concise, usually 30-90 words. - Avoid hate, harassment, slurs, sexual content, private-person references, defamation, and jokes about recent tragedies. Return JSON only: {"title":"short title","seedTermsUsed":["term one","term two"],"joke":"complete standalone first-person stand-up joke"}

Joke A OpenAI GPT-5.4 Mini 6.2

Placebo Group

Seed terms used: Human Test Subject, Losing a vital item

I volunteered as a test subject in a medical trial. They told me, "Report any unexpected changes." By lunch my wallet was gone. I reported it. The researcher said, "That's not a side effect." I said, "Great—then check the placebo group for my credit cards."

Judge Critiques4 notes

Claude5.6

Raw 5.4 / +0.2

Clear premise and a decent final line, but the twist is mild and the wallet theft sits awkwardly in a medical-trial setting.

Gemini Flash7.3

Raw 6.8 / +0.5

Crisp economy and a snappy final line that turns a clinical trial premise into petty theft.

xAI Grok 4.36.7

Raw 6.7 / 0.0

Clean misdirection from side-effect to theft; mild payoff, solid structure.

Copilot5.2

Raw 5.6 / -0.4

Clear setup and payoff, but the placebo-group twist is fairly predictable and earns only a mild smile.

Joke B Claude 6.3

Dress Rehearsal

Seed terms used: Boarding School, Losing a vital item

I went to boarding school, where they give you one key to your whole life. Trunk, locker, dorm, all one key. I lost it in week one. Spent four years asking permission to get into my own pants. Now I'm an adult, and I still pat my pocket every ten seconds like a guy checking whether his entire personality is still there. Spoiler: it's just the key, and I'm locked out again.

Judge Critiques4 notes

OpenAI GPT-5.4 Mini6.2

Raw 6.5 / -0.3

Strong boarding-school specificity and a good 'permission to get into my own pants' line, but the ending adds a weaker extra beat after the best laugh.

Gemini Flash5.9

Raw 5.4 / +0.5

Nice observation about boarding school paranoia, but it trails off into an overexplained tag rather than landing hard.

xAI Grok 4.36.4

Raw 6.4 / 0.0

Strong pants line, but adult coda dilutes the snap and restates the loss.

Copilot6.8

Raw 7.2 / -0.4

Strong personal premise with escalation and a relatable obsession; the personality comparison gives it a good closing turn.

Joke C Gemini Flash 6.1

Clinical Trial Confidence

Seed terms used: Human Test Subject, Cocky

I signed up for a paid pharmaceutical sleep study, and I walked in completely full of myself. I told the head researcher, 'Just so you know, I have twenty-five years of competitive insomnia. Good luck knocking me out.' Thirty seconds after they pushed the syringe, I woke up three days later in a hospital gown, missing both eyebrows and holding a blue ribbon with my name on it.

Judge Critiques4 notes

OpenAI GPT-5.4 Mini6.3

Raw 6.6 / -0.3

The insomnia boast sets up a clean reversal, but the eyebrows and blue ribbon feel randomly absurd rather than causally funny.

Claude5.5

Raw 5.3 / +0.2

Good escalation to eyebrows and a blue ribbon, but the timeline is muddled ('thirty seconds' yet three days) and the cocky setup is wordy.

xAI Grok 4.36.3

Raw 6.3 / 0.0

Irony lands, yet random eyebrows-plus-ribbon details feel tacked on.

Copilot6.1

Raw 6.5 / -0.4

Good cocky setup and sudden reversal, though the eyebrow-and-ribbon detail feels random rather than sharply connected.

Joke D xAI Grok 4.3 4.8

Blurry Confidence

Seed terms used: Losing a vital item, Cocky

Last week I lost my only pair of glasses—pretty vital if you ask me. But I was feeling cocky, so I figured I could tough it out. Next thing I know I'm apologizing to a coat rack for five minutes because I thought it was my date. Turns out confidence looks a lot better when the world isn't soft-focus.

Judge Critiques4 notes

OpenAI GPT-5.4 Mini4.8

Raw 5.1 / -0.3

Clear and stage-ready, but mistaking a coat rack for a person is familiar territory and the final soft-focus line is more tidy than punchy.

Claude4.9

Raw 4.7 / +0.2

The coat-rack image is a familiar blurry-vision gag and the moral closer explains instead of landing.

Gemini Flash4.1

Raw 3.6 / +0.5

Mistaking an inanimate object for a person is an ancient sitcom trope, and reciting the seed terms directly flattens the delivery.

Copilot5.6

Raw 6.0 / -0.4

Clean and readable, with a recognizable mistaken-identity gag; competent but not especially fresh.

Joke E Copilot 5.4

Too Confident

Seed terms used: Losing a vital item, Cocky

I was feeling way too confident the other day. I patted my pocket and thought, Relax, I always know where my keys are. Ten minutes later I was crawling around a parking lot checking under other people's cars. That's when I realized confidence is just arrogance that hasn't lost anything yet.

Judge Critiques4 notes

OpenAI GPT-5.4 Mini5.6

Raw 5.9 / -0.3

Efficient setup and a polished aphoristic closer, but it lands more as a clever observation than a strong laugh.

Claude5.5

Raw 5.3 / +0.2

Relatable keys situation and tidy rhythm, but the aphorism ending is predictable and feels like a template.

Gemini Flash5.0

Raw 4.5 / +0.5

Relatable setup, but the conclusion resolves into an inspirational-quote aphorism rather than a comic punchline.

xAI Grok 4.35.6

Raw 5.6 / 0.0

Familiar keys-loss setup; final definition is neat but predictable.