AI Engineering

Meta Llama 4 Scout vs GPT-4o Mini: Which Runs Cheaper at Scale

You're scaling an LLM-powered feature and the bill is climbing fast. Meta Llama 4 Scout and GPT-4o Mini are both pitched as budget-friendly options — but which one actually costs less when you're handling millions of tokens per day?

Jun 27, 2026 11m read 👁 0

Anthropic Claude 4 Opus: What Developers Should Test Before Switching

Claude 4 Opus is Anthropic's most capable model yet, but switching without testing is a gamble. Here's exactly what to benchmark, where it shines, and what might surprise you before you commit your production workload.

Jun 26, 2026 1m read 👁 2