AI Decision Models Explained: Clef-Flash vs Jev
AI decision models answer typed questions in milliseconds for a fraction of LLM cost. Where Clef-Flash shines, where it fails, plus a live demo.
AI decision models answer typed questions in milliseconds for a fraction of LLM cost. Where Clef-Flash shines, where it fails, plus a live demo.
GPT-6.1 Sol review: hands-on tests vs Opus 5.5 and Grok 4.7 on web design and hard Go coding. Near-Opus quality at half the price, but slow.
Claude Sonnet 5.5 review: I tested it against Opus 5.5 and Sonnet 5 on a web design and a Go chess engine. Real costs, results, and who should use it.
I used Claude Fable 5.1 to build an image codec that beats WebP and a full agency-grade site. Here's what changed from Fable 5, and what it cost.
I gave the models I actually use the same four design briefs and published every result. There's no single best LLM for frontend design, and here's why.
I ran Alibaba's new 2.4T Qwen3.8-Max-Preview through 4 real coding tests. Results rival Fable 5 and Grok 4.5 — with one big catch: speed.
I ran Grok 4.5 through my usual coding tests — website builds, a Go poker sim, a site audit. It's fast, cheap, and it found a bug no other model caught.
I tested Microsoft's MAI-Code-1-Flash coding model on real projects. Fast and cheap, yes, but here's why I won't be switching from Kimi K2.7 Code.