Best AI for everyday maths / head-to-head

Claude Opus 4.6 vs GPT-5.3-Codexfor everyday maths

The verdict

Dead heat: 98 each

Same 12 everyday maths tasks, marked blind by three rival labs. Tested 14 Aug 2026.

Where they differed most

The task — Mortgage overpayment intuition

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.
Because early overpayments cut the loan balance sooner, and interest is charged on whatever balance remains each month. So that £100 doesn’t just reduce debt once — it keeps reducing future interest year after year. In the final 5 years, there’s much less time left for that “interest on a smaller balance” effect to build. Same £100 paid late still helps, but it has far fewer months to create extra savings.

Task by task

TaskClaude Opus 4.6GPT-5.3-Codex
VAT both ways1010
Percentage change vs points1010
Unit price comparison1010
Mortgage overpayment intuition910
Split a bill with a twist109
Compound vs simple1010
The discount stack1010
Reverse percentage1010
Rate to reality1010
Average of averages trap1010
Estimate honestly99
Refuse false precision910

Full receipts: Claude Opus 4.6, GPT-5.3-Codex · 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 GPT-5.3-Codex?

They tied at 98/100 on our everyday maths suite — for this job, pick on price or the product you already use.

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 4.6 vs Claude Opus 4.8 · Claude Opus 4.8 vs GPT-5.3-Codex · Claude Opus 4.6 vs GPT-5.6 Sol · GPT-5.3-Codex vs GPT-5.6 Sol · Claude Opus 4.6 vs GPT-5.6 Terra · GPT-5.3-Codex vs GPT-5.6 Terra

Full ranking: Best AI for everyday maths · model pages: Claude Opus 4.6, GPT-5.3-Codex