MiniMax M3 Review: Finally Matching GPT-5.5 & Opus?
I ran my usual coding tests — two websites, a poker sim, and a code audit. Here's how MiniMax M3 actually stacks up against GPT-5.5 and Opus 4.8.
I ran my usual coding tests — two websites, a poker sim, and a code audit. Here's how MiniMax M3 actually stacks up against GPT-5.5 and Opus 4.8.
Hands-on Antigravity 2.0 review: I tested Gemini 3.5 Flash on real coding tasks. Fast, impressive design — but the hidden token cost changes everything.
DeepSeek V4 is here. I ran it through a TypeScript codebase audit, a poker simulation, and two web designs. Here's how it really compares to Opus 4.7 and GPT-5.5.
MiniMax M2.7 scores 90% of Opus quality at 7% the cost. I break down benchmarks, token plans, speed issues, and whether it's worth switching to.
I tested GPT 5.4 head-to-head against Claude, Gemini, and MiniMax on a real coding task. Here's what the benchmarks don't tell you.
Why do 80% of AI projects fail? Context — not capability. Learn the 5-step AI business context validation framework SMBs use to close the gap.
Prompt engineering best practices have fundamentally changed. Learn what works in 2026—context engineering, model-specific tactics, and why longer prompts often hurt.
MiniMax M2.5 paired with OpenCode CLI delivers frontier coding performance at 5-20% of Claude's price. Here's my hands-on experience and why it matters.