Blog

A hands-on Pangram 4 review from someone who runs every blog draft through it. The accuracy is real, the headline false-positive number is narrower than it looks.

One model costs 29 times more per task than the other. I went through every published number on both, and the interesting part is the option in the middle that nobody should buy.

DeepSeek V4 Flash vs GPT-5.6 on August 2026 numbers. The real fight is Flash against Luna, intelligence is a tie, and the deciding factors are speed, vision and data.

Five real ways to reach Alibaba's 2.4T-parameter flagship, from the free chat to the $2/$6 API, plus the billing traps that catch people on the way in.

DeepSeek's cheap tier now scores higher than its expensive one on the independent board. Here is exactly where that holds, and the two places it does not.

One model costs 21x more per output token than the other. That is the least interesting thing about this comparison, and here is what the specs actually decide.

Two Chinese labs shipped a 2T-plus flagship seventeen days apart, and neither put the other on its benchmark chart. Here is what actually stacks, what the bill really looks like, and which one I would build on.

Alibaba called Qwen3.8-Max "second only to Fable 5". I lined both models up on price, context, availability and published evidence to see whether that holds.

Both models finally have published prices and published benchmarks. Here is what the numbers actually say, what they cannot say, and which one I would build on.