Settle a wedding caterer's final headcount from changing replies, merged duplicate guests and birthdays on the day
Exact prompt
# Work out the wedding caterer's final headcount and bill Inputs: `guests.csv` (guest_id, name, date_of_birth, merged_into), `rsvps.csv` (every reply received: guest_id, replied_at, attending, plus_one), `menu.json` (event date, prices, the child age limit and the service charge) and `planner-notes.txt`. Every amount is in pounds. The files are the record; where notes disagree with them, the files win. Rules: - A guest record with merged_into set is a duplicate: its replies count as replies of the guest it names, and it is never a guest in its own right. - Each guest's latest reply by actual time counts (replied_at carries a UTC offset; compare the moments, not the text). - A guest attends if their latest reply says attending yes; a guest with no reply does not attend. If that reply says plus_one yes, they bring one extra adult. - A guest is a child if they are under 12 on the event_date, worked out from the full date of birth (a guest whose 12th birthday is on the event_date is an adult). - Food cost = adults x adult_price + children x child_price (plus-ones count as adults). - Service charge = service_charge_pct of the food cost, rounded half-up to the penny. Write `out/catering.json`: `{"attending": [<sorted guest_ids attending>], "adults": <count incl. plus-ones>, "children": <count>, "food": <food cost>, "service_charge": <amount>, "total": <food + service charge>}`. ## How this run works - Work on your own: nobody will answer questions in this task, and writing to `ask/` counts against the run. - Write only under `out/`. Create `out/` if it is missing. Inputs are synthetic; don't fetch anything from the network. - Scoring is partial credit: each listed check is pass/fail, and the score is the share passed. Numbers are compared to within 0.005 unless the task says otherwise.
Turn a guest list and every RSVP received into a final headcount and catering bill. Guests changed their minds from phones in different time zones, some guests appear twice and were merged, children are priced by age on the wedding day (one turns 12 that day), and plus-ones count as adults. A planner's note offers a stale headcount and a wrong age rule. Original benchmark task written for usecaserank.com (not based on a specific public post). Headless, offline run on a reproducible fixture. Each run's notes say how its cost was measured (estimates are marked).
Success criteria: latest_reply children adults money
Best model for this task so far: Claude Haiku 5.5 (effort default (no --effort flag) · thinking on) (success, $0.0047, 16s).
All runs (3)
100% pass rate across 3 eligible runs: 3 pass, 0 partial, 0 fail. Partial and failed runs are listed below with everything else.ⓘ
| Model | Cost | Time | Step-insⓘ | Autonomy | Outcome | Trustⓘ | Date | Compare |
|---|---|---|---|---|---|---|---|---|
| AClaude Opus 5.5default · thinking on | $0.12 | 18s | 0 | Fully autonomous | pass | Trust 80% | 2026-10-22 | |
| AClaude Haiku 5.5default · thinking on | $0.0047 | 16s | 0 | Fully autonomous | pass | Trust 80% | 2026-10-22 | |
| AClaude Sonnet 5.5default · thinking on | $0.06 | 19s | 0 | Fully autonomous | pass | Trust 80% | 2026-10-22 |
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