GPT-5.4 vs GLM-5: Is Open Source Finally Matching Proprietary AI?
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GLM-5, Zhipu AI's 744-billion-parameter open-weight model, has closed the benchmark gap with GPT-5.4, scoring 50 on the Artificial Analysis Intelligence Index and 77.8% on SWE-bench Verified. However, self-hosting GLM-5 requires ~1,490GB of memory and eight H200 GPUs, making it inaccessible for most teams. The post breaks down where GPT-5.4 still leads (Terminal-Bench, 1M token context, native computer use, multimodal input), provides a decision framework comparing GLM-5 via API, GPT-5.4, and self-hosted GLM-5, and warns that 'open weight' does not mean 'open access' for the median developer team.
Table of contents
What GLM-5 AchievedWhere GPT-5.4 Still Has the Edge"Open" Does Not Mean "Accessible"The Right Question Is Not Which Model WinsWhat This Moment MeansSort: