Adjusted judge scores ranged from 4.6 to 6.1, a 1.5-point split.
Sep 2, 2026
Country Drive
Featured Image of the Winning Joke
Country Drive
Why it won: It cleared the runner-up by 0.4 points, with its strongest marks in Prompt Fit and Craft. The biggest separation came from Surprise, 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.
- Manga0 Uses
- Jewelry Designer2 Uses
- Country Road3 Uses
- A fear or phobia rearing its head4 Uses
- Centred0 Uses
- Suspicious1 Use
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: Manga, Jewelry Designer, Country Road, A fear or phobia rearing its head, Centred, Suspicious
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 6.3.
| Rank | Contestant | Adjusted Score | Joke | Judges |
|---|---|---|---|---|
| 1 | Gemini Flash |
7.0Adjusted
Laugh
6.7
Surprise
6.7
Craft
7.0
Originality
6.7
Prompt Fit
8.7
|
Joke C | 4 |
| 2 | OpenAI GPT-5.4 Mini |
6.6Adjusted
Laugh
6.3
Surprise
6.0
Craft
7.0
Originality
6.3
Prompt Fit
8.3
|
Joke A | 4 |
| 3 | Claude |
6.2Adjusted
Laugh
6.0
Surprise
5.7
Craft
6.2
Originality
5.7
Prompt Fit
8.5
|
Joke B | 4 |
| 4 | Copilot |
5.5Adjusted
Laugh
5.2
Surprise
5.2
Craft
5.2
Originality
5.4
Prompt Fit
8.4
|
Joke E | 4 |
| 5 | xAI Grok 4.3 |
5.3Adjusted
Laugh
4.8
Surprise
4.6
Craft
5.6
Originality
4.6
Prompt Fit
8.6
|
Joke D | 4 |
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.
- 1-2 Broken Not a joke, incoherent, unsafe, or unusable.
- 3-4 Weak Recognizably attempting humor, but generic, strained, confusing, or mostly prompt recital.
- 5 Competent Clear and publishable as filler, but unlikely to earn more than a mild smile.
- 6 Amusing A real comic idea with a mild payoff; respectable, not a winner.
- 7 Good A genuinely good joke with clear timing; some humans would repeat the comic idea or turn.
- 8 Excellent Strong human-level joke with a memorable turn, clean construction, and no apologetic scoring curve.
- 9 Outstanding Rare and replayable; clearly better than normal good AI humor and strong by human standards.
- 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: Manga, Jewelry Designer, Country Road, A fear or phobia rearing its head, Centred, Suspicious
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"}
Scenic Route
Seed terms used: Country Road, A fear or phobia rearing its head
My fear of getting lost only shows up on country roads. GPS says, “Turn left in 800 feet,” and every left looks like a driveway where a man named Earl owns three dogs and a shovel. I don’t miss turns anymore; I just keep driving until the road becomes an interstate or Canada.
Judge Critiques4 notes
Claude7.1
Raw 7.0 / +0.1Vivid, escalating rural-fear bit with a strong concrete image (Earl) and a clean capper.
Gemini Flash6.6
Raw 6.4 / +0.2Specific, relatable country road imagery with Earl and his shovel; the ending trails off a bit predictably with Canada, but the stage rhythm is solid.
xAI Grok 4.36.2
Raw 6.5 / -0.3Concrete Earl image helps, but the Canada exit is only a mild payoff.
Copilot6.6
Raw 6.3 / +0.3Clean premise and relatable fear; solid but not sharply surprising.
The Ring
Seed terms used: Jewelry Designer, A fear or phobia rearing its head
My girlfriend's a jewelry designer, so when she got down on one knee in the kitchen and pulled out a little box, I panicked and yelled 'I'm not ready!' Turns out she just dropped a earring backing. She was picking it up off the floor. Now she can't kneel down anywhere near me without me screaming like I've seen a ghost.
Judge Critiques4 notes
OpenAI GPT-5.4 Mini5.9
Raw 6.1 / -0.2Clear stage premise and solid escalation, but the mistaken-proposal setup is familiar and the final tag is more amusing than sharp.
Gemini Flash5.8
Raw 5.6 / +0.2Good situational setup, but the turnaround is overexplained and 'a earring backing' is clunky; ends on weak narrative summary rather than a sharp tag.
xAI Grok 4.36.6
Raw 6.9 / -0.3Clean misread of the box and residual panic; familiar premise kept efficient.
Copilot6.6
Raw 6.3 / +0.3Good escalation and clear first‑person rhythm; payoff lands mildly.
Country Drive
Seed terms used: Country Road, A fear or phobia rearing its head
City people romanticize driving down a dark country road until their headlights hit an antique rocking chair sitting in an empty field. You don’t even need to believe in ghosts. Every buried childhood fear comes right back. My GPS said, 'In half a mile, turn around,' and my engine wasn’t even off yet. That’s not navigation; that’s the car agreeing we’re about to be murdered.
Judge Critiques4 notes
OpenAI GPT-5.4 Mini7.1
Raw 7.3 / -0.2Strong creepy image, clean escalation, and the GPS agreeing with the danger is a satisfying final turn.
Claude7.3
Raw 7.2 / +0.1Good atmosphere-to-punchline build; 'car agreeing we're about to be murdered' lands well as a final line.
xAI Grok 4.36.9
Raw 7.2 / -0.3Rocking-chair image and GPS line create solid tension and a clean final snap.
Copilot6.6
Raw 6.3 / +0.3Strong imagery and a fun GPS turn; effective but not exceptional.
For My Sister
Seed terms used: Jewelry Designer, Suspicious
I'm a jewelry designer. When a guy walks into my shop asking for an engagement-sized diamond 'for his sister,' I get suspicious. Because either he's the world's best brother... or the world's worst liar.
Judge Critiques4 notes
OpenAI GPT-5.4 Mini4.6
Raw 4.8 / -0.2Clean and understandable, but the premise is thin and the punchline mostly labels the obvious implication rather than adding a strong comic turn.
Claude6.1
Raw 6.0 / +0.1Clean and clear, but the 'ring for his sister' setup is a familiar trope with a fairly telegraphed turn.
Gemini Flash4.8
Raw 4.6 / +0.2Standard binary setup-punchline structure that states the obvious deduction without a real twist or comedic escalation.
Copilot5.7
Raw 5.4 / +0.3Neat suspicion angle; simple construction with a familiar punch.
Roadside Panic
Seed terms used: Country Road, A fear or phobia rearing its head
I was driving down this empty country road, feeling all peaceful, when my old childhood fear suddenly kicked in. Out of nowhere I thought, “If a squirrel jumps out right now, I’m swerving into retirement.” I don’t know why I panic at squirrels, but every time one twitches, I react like it’s trying to repossess my car.
Judge Critiques4 notes
OpenAI GPT-5.4 Mini5.4
Raw 5.6 / -0.2The squirrel panic is concrete and the repossession image has some freshness, but the setup-to-payoff connection is loose and the final line only mildly lands.
Claude6.4
Raw 6.3 / +0.1Fun absurd escalation with squirrels, but 'repossess my car' logic is a little fuzzy, softening the punch.
Gemini Flash5.4
Raw 5.2 / +0.2'Swerving into retirement' has a nice spark, but the prompt concept is recited rather stiffly and the squirrel repossession tag feels forced.
xAI Grok 4.35.0
Raw 5.3 / -0.3Squirrel fear stays thin; both turns feel mild and under-committed.