Tag

#open-weight models

DeepSeek V4 Is '8 Months Behind' the Frontier. That's Fine.

An official US evaluation says DeepSeek V4 Pro lags the frontier by about eight months. It gets quoted as a verdict. My take: for most real coding and automation work, an open-weight model that is eight months behind at a fraction of the price is not a compromise, it is the

Muhammad Qasim HammadAugust 1, 20266 min

Models & Cost

GLM-5.2: Open-Weight Frontier Coding at a Fraction of the Cost

Z.ai's GLM-5.2 ships open weights under MIT and reportedly leads the open-weight field on SWE-bench Pro while trading blows with Opus 4.8 on FrontierSWE and MCP-Atlas, at roughly one-sixth of GPT-5.5's blended cost. The catch is a hosted-API data-residency caveat.

Muhammad Qasim HammadJuly 22, 20266 min