Best AI for everyday maths / head-to-head
Claude Opus 4.6 vs Claude Opus 4.8for 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 3 tasks, Claude Opus 4.6 took 0, 9 tied. Tested 14 Aug 2026.
Where they differed most
In under 90 words, explain why overpaying £100/month early in a 25-year mortgage saves more interest than the same overpayments in the final 5 years. No formulas — the reason, in plain English.
**It's all about time.** Every £100 you overpay early on stops interest being charged on that £100 for the remaining 20-plus years. Since mortgage interest compounds — meaning you're charged interest on interest — removing even a small amount early creates a snowball effect of savings that grows over decades. Overpaying near the end only eliminates interest for the short time left, so there's far less compounding to avoid. In short, early overpayments have more *time* to work in your favour, and time is the most powerful factor.
Early in the mortgage, you owe the most money, so interest piles up fast on that large balance. Overpaying now shrinks that balance immediately, meaning every future month's interest is calculated on a smaller amount. That saving compounds year after year for the rest of the term. In the final years, you owe very little, so there's barely any interest left to save, and hardly any time for the benefit to build up. Timing matters because interest feeds on both size and duration.
Task by task
| Task | Claude Opus 4.6 | Claude Opus 4.8 |
|---|---|---|
| VAT both ways | 10 | 10 |
| Percentage change vs points | 10 | 10 |
| Unit price comparison | 10 | 10 |
| Mortgage overpayment intuition | 9 | 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 | 9 | 10 |
| Refuse false precision | 9 | 10 |
Full receipts: Claude Opus 4.6, Claude Opus 4.8 · judges gemini-3.1-pro-preview, gpt-5.6-terra, grok-4.5
Questions people ask
Which is better for everyday maths: Claude Opus 4.6 or Claude Opus 4.8?
Claude Opus 4.8 — it scored 100/100 against 98/100 on our 12-task everyday maths suite, winning 3 tasks to 0 with 9 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 4.8 vs GPT-5.3-Codex · Claude Opus 4.8 vs GPT-5.5 · 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 4.6, Claude Opus 4.8