Best AI for everyday maths / head-to-head
GPT-5.3-Codex vs GPT-5.6 Solfor everyday maths
GPT-5.6 Sol wins, 99–98
Same 12 everyday maths tasks, marked blind by three rival labs. GPT-5.6 Sol took 2 tasks, GPT-5.3-Codex took 1, 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.
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.
Mortgage interest is charged on the amount you still owe. Overpaying early reduces that balance for many years, so you avoid interest on the overpaid amount throughout most of the mortgage. It also means more of each later payment goes toward clearing the remaining debt rather than interest. In the final five years, the balance is already much lower and there is little time left for interest to build up, so identical overpayments save far less.
Task by task
| Task | GPT-5.3-Codex | GPT-5.6 Sol |
|---|---|---|
| VAT both ways | 10 | 10 |
| Percentage change vs points | 10 | 10 |
| Unit price comparison | 10 | 10 |
| Mortgage overpayment intuition | 10 | 9 |
| Split a bill with a twist | 9 | 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 | 10 | 10 |
Full receipts: GPT-5.3-Codex, GPT-5.6 Sol · judges claude-sonnet-5, gemini-3.1-pro-preview, grok-4.5
Questions people ask
Which is better for everyday maths: GPT-5.3-Codex or GPT-5.6 Sol?
GPT-5.6 Sol — it scored 99/100 against 98/100 on our 12-task everyday maths suite, winning 2 tasks to 1 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-5.3-Codex · GPT-5.6 Sol vs GPT-5.6 Terra · Claude Opus 4.6 vs GPT-5.6 Sol · GPT-5.5 vs GPT-5.6 Sol · GPT-5.6 Luna vs GPT-5.6 Sol
Full ranking: Best AI for everyday maths · model pages: GPT-5.3-Codex, GPT-5.6 Sol