Best AI for everyday maths / head-to-head

Claude Opus 4.8 vs Grok 4.5for everyday maths

The verdict

Claude Opus 4.8 wins, 10098

Same 12 everyday maths tasks, marked blind by three rival labs. Claude Opus 4.8 took 2 tasks, Grok 4.5 took 0, 10 tied. 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.

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.
Overpaying early slashes the large starting balance sooner. Interest builds on whatever you still owe, so cutting the debt early prevents decades of interest from accumulating on those extra payments. Near the end the balance is already tiny and little time remains, so the same £100 saves almost nothing.

(58 words)

Task by task

TaskClaude Opus 4.8Grok 4.5
VAT both ways1010
Percentage change vs points1010
Unit price comparison1010
Mortgage overpayment intuition108
Split a bill with a twist109
Compound vs simple1010
The discount stack1010
Reverse percentage1010
Rate to reality1010
Average of averages trap1010
Estimate honestly1010
Refuse false precision1010

Full receipts: Claude Opus 4.8, Grok 4.5 · 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 Grok 4.5?

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-5.5 · Claude Opus 4.8 vs GPT-5.6 Luna

Full ranking: Best AI for everyday maths · model pages: Claude Opus 4.8, Grok 4.5