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Tags cut across the blog’s categories: the articles below approach evaluation from whichever angle their subject demanded — a pricing breakdown, a benchmark reading, a migration note, or a postmortem from running something in production. They are ordered newest first, so the top of the list reflects where our current thinking sits rather than where it started.
Several of the fastest-moving open-weights releases of the last two years came out of Chinese labs. Ignoring them means overpaying for capability you could have had. A field guide to the ecosystem most Western tooling still treats as an afterthought.
A leaderboard answers a question nobody actually has. We group benchmarks by capability and show them beside a peer median, because a model strong at reasoning is often mediocre at coding, and a composite score hides exactly the trade-off you're trying to see.
Articles tagged “evaluation” also carry the tags below. They are ranked by how often they appear alongside this one, so the first few are the closest neighbours to what you are already reading.