GPT-5.3-Codex vs Grok 4.5 for coding

The verdict

GPT-5.3-Codex wins, 9288

Same 18 coding tasks, marked blind by three rival labs. GPT-5.3-Codex took 4 tasks, Grok 4.5 took 6, 8 tied. Tested 16 Aug 2026.

Where they differed most

The task — Regex with limits

Write a regex that validates UK postcodes, give a one-line explanation of each part, and then state two valid UK postcodes your regex would reject or two invalid ones it would accept. Do not claim it is perfect.

A practical (but **not perfect**) regex is:

```regex
^(?:[A-Z]{1,2}\d[A-Z\d]?\s?\d[A-Z]{2})$
```

One-line breakdown of each part:

- `^` — start of string (so nothing can appear before the postcode).  
- `(?: ... )` — non-capturing group for the whole postcode pattern.  
- `[A-Z]{1,2}` — 1 or 2 letters for the postcode area.  
- `\d` — one digit for the district.  
- `[A-Z\d]?` — optional extra district character (letter or digit).  
- `\s?` — optional space between outward and inward parts.  
- `\d` — one digit for the sector.  
- `[A-Z]{2}`…
**Regex:** `/^[A-Z]{1,2}\d[A-Z\d]? ?\d[A-Z]{2}$/i`

- `^` — start of string  
- `[A-Z]{1,2}` — 1–2 letters (area)  
- `\d` — one digit (district start)  
- `[A-Z\d]?` — optional letter or digit (rest of district)  
- ` ?` — optional space  
- `\d` — one digit (sector)  
- `[A-Z]{2}` — two letters (unit)  
- `$` — end of string  
- `i` flag — case-insensitive  

Two valid UK postcodes this would reject: `EC1A 1BB` (the `A` after the digit in the outward code is only partially covered by the optional class in some edge positions), `W1A 0AX` (same…

Task by task

TaskGPT-5.3-CodexGrok 4.5
Duration parser910
Find the bug1010
SQL without window functions1010
Infinite useEffect910
Typed debounce105
Leftmost binary search1010
Security review99
Safe migration89
Fix the code not the test1010
Race condition99
Retry with backoff89
Recursive type910
Bash one-liner99
Explain and cost1010
Regex with limits93
Callback to async98
Diagnose from a trace89
Idempotency108

Full receipts: GPT-5.3-Codex, Grok 4.5 · judges claude-sonnet-5, gemini-3.1-pro-preview, grok-4.5

Questions people ask

Which is better for coding: GPT-5.3-Codex or Grok 4.5?

GPT-5.3-Codex — it scored 92/100 against 88/100 on our 18-task coding suite, winning 4 tasks to 6 with 8 tied. Every answer was marked blind by three judges from three rival AI labs.

How was this tested?

Both models answered the identical published coding 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 coding head-to-heads: GPT-5.3-Codex vs GPT-5.6 Luna · GPT-5.6 Luna vs Grok 4.5 · GPT-5.3-Codex vs GPT-5.6 Terra · GPT-5.6 Terra vs Grok 4.5 · GPT-5.3-Codex vs GPT-5.6 Sol · GPT-5.6 Sol vs Grok 4.5

Full ranking: Best AI for coding · model pages: GPT-5.3-Codex, Grok 4.5