Best AI for everyday maths / head-to-head
Claude Opus 4.8 vs GPT-5.5for everyday maths
Claude Opus 4.8 wins, 100–98
Same 12 everyday maths tasks, marked blind by three rival labs. Claude Opus 4.8 took 2 tasks, GPT-5.5 took 0, 10 tied. Tested 14 Aug 2026.
Where they differed most
Roughly how many working hours are there in a UK full-time year? Give your estimate, show the 2-3 assumptions it rests on, and say which assumption moves the answer most.
# UK Full-Time Working Hours Estimate **Estimate: roughly 1,700–1,800 hours per year** ## The calculation Starting point: 52 weeks × 37.5 hours/week = 1,950 hours (gross) Then subtract time off: - Annual leave: ~28 days (statutory minimum, often including bank holidays) - That's roughly 5.6 weeks off **52 − 5.6 = ~46.4 working weeks × 37.5 hours ≈ 1,740 hours** ## The 2–3 assumptions this rests on 1. **Weekly hours = 37.5** — assuming a standard "9-to-5 with lunch" (7.5 paid hours/day). Many UK contracts use 35, 37, or 40 hours. 2. **Ho…
Rough estimate: **about 1,700 working hours per year** for a UK full-time employee.
Calculation:
\[
(52 \text{ weeks} - 6.6 \text{ weeks off}) \times 37.5 \text{ hours/week}
= 45.4 \times 37.5
\approx 1,700 \text{ hours}
\]
Assumptions:
1. **Full-time week = 37.5 hours**
Common UK office pattern: 7.5 hours/day × 5 days.
2. **Holiday = 25 days annual leave + 8 bank holidays**
That is **33 days**, or **6.6 working weeks** off.
3. **No adjustment for sickness, overtime, training, or unpaid leave**
This is scheduled working tim…Task by task
| Task | Claude Opus 4.8 | GPT-5.5 |
|---|---|---|
| VAT both ways | 10 | 10 |
| Percentage change vs points | 10 | 10 |
| Unit price comparison | 10 | 10 |
| Mortgage overpayment intuition | 10 | 10 |
| Split a bill with a twist | 10 | 10 |
| Compound vs simple | 10 | 10 |
| The discount stack | 10 | 10 |
| Reverse percentage | 10 | 10 |
| Rate to reality | 10 | 10 |
| Average of averages trap | 10 | 10 |
| Estimate honestly | 10 | 9 |
| Refuse false precision | 10 | 9 |
Full receipts: Claude Opus 4.8, GPT-5.5 · judges gemini-3.1-pro-preview, gpt-5.6-terra, grok-4.5
Questions people ask
Which is better for everyday maths: Claude Opus 4.8 or GPT-5.5?
Claude Opus 4.8 — it scored 100/100 against 98/100 on our 12-task everyday maths suite, winning 2 tasks to 0 with 10 tied. Every answer was marked blind by three judges from three rival AI labs.
How was this tested?
Both models answered the identical published everyday maths tasks. Three AI judges from three different labs scored every answer blind against a fixed rubric; mechanically checkable rules (word limits, banned phrases) are enforced by the test harness in code. The raw outputs and judge verdicts are downloadable.
More everyday maths head-to-heads: Claude Opus 4.8 vs GPT-5.6 Sol · Claude Opus 4.8 vs GPT-5.6 Terra · Claude Opus 4.6 vs Claude Opus 4.8 · Claude Opus 4.8 vs GPT-5.3-Codex · Claude Opus 4.8 vs GPT-5.6 Luna · Claude Opus 4.8 vs Grok 4.5
Full ranking: Best AI for everyday maths · model pages: Claude Opus 4.8, GPT-5.5