Topic
GLM
All blog posts, tools, and guides about GLM from Developers Digest.
10 resources - 10 posts
Blog Posts
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Anthropic's GLM-5.3 Cyber Report: The Numbers, the Backlash, and What Developers Should Take From It
Anthropic's Frontier Red Team says GLM-5.3 builds working exploits at rates close to Claude Mythos Preview, and that its safeguards can be stripped in days. Here are the verified numbers, the community backlash, and the practical read for developers.
6 min read
GLM-5.3 Free and Cheap: Every Route and Price (October 2026)
GLM-5.3 has no free hosted tier. Cheapest on October 9: Wafer via OpenRouter at $0.049/$3.39, Flash from $0.075/$0.25. Z.ai's promos ended October 7.
13 min read
Colibri: Run GLM 5.2 on a 32GB Laptop With Disk Streaming
A solo developer built a 1,300-line C inference engine that runs the 744B GLM 5.2 model on consumer hardware by streaming routed experts from disk.
6 min read
GLM 5.2 Matches Human Bookkeeper Accuracy on UK VAT Returns - With Some Caveats
A new benchmark shows GLM 5.2 processing 59 transactions and producing VAT returns off by only 7 pence - at $2.73 versus typical accounting fees of $1,000+. Here is what the benchmark actually tested, where the model failed, and why the HN discussion focused on liability.
7 min read
GLM 5.2 and the AI Margin Collapse Thesis
Martin Alderson's argument for why open-weights models like GLM 5.2 will compress frontier lab margins is sparking debate on HN. Here is what the thesis actually says, where HN agrees and disagrees, and why it matters for developers choosing models.
7 min read
Cheap subagents are better when their work is visible
DeepSeek, Kimi, and GLM are cheap enough to run as sidecar subagents for drafts and exploration. The catch is that cheap work you cannot inspect is just expensive noise. A shared canvas makes the output reviewable.
5 min read
GLM 5.2 in 9 Minutes: The Open-Weight Rival to GPT-5.5
A companion guide to the GLM 5.2 video: an open-weight model positioned against GPT-5.5, walked through with benchmarks, pricing, and a live OpenCode demo. Here is what the video covers and where to go deeper.
6 min read
Where to Run GLM-5.2 Free and Cheap: Providers Compared
GLM-5.2 is an MIT-licensed open-weights coding model. Cheapest routes: OpenRouter hosts from about $0.36 per million input tokens, Z.ai's API, or self-host.
7 min read
GLM-5.2 Cost Math: When Open-Weights Coding Models Actually Save You Money
Z.ai's GLM-5.2 lands as a 753B open-weights coding model that beats GPT-5.5 on SWE-bench Pro for roughly one-sixth the per-token cost. Here is the real cost math, a worked cost-per-task example, and a when-to-use-which decision guide.
9 min read
GLM-5.2 vs DeepSeek V4 vs Qwen3: The Open-Weights Coding Model Showdown (2026)
A data-rich, source-cited comparison of the open-weights coding models that matter in 2026: GLM-5.2, DeepSeek V4, Qwen3, and the new Kimi K3 frontier entrant. Benchmark table, per-token pricing, context windows, self-host footprint, and a clear pick-X-if decision matrix.
14 min read
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