Newer isn't always better when it comes to strict coding standards. A deep-dive experiment into GPT 5.5 reveals that while it's faster and cheaper, it fails critical architectural tests that older models with higher reasoning settings pass with ease. If you're building Laravel APIs, relying on 'medium' effort might be costing you more in debugging than you're saving in tokens.
May 4, 2026