GLM 5.2 and the coming AI margin collapse
GLM 5.2 is anticipated to significantly impact AI economics, potentially leading to a collapse in profit margins within the industry. The DeepSeek R1 model previously prompted market concerns due to its training costs being estimated at under $6 million.
martinalderson.com
7 min
7/6/2026
GLM 5.2 beats Claude in our benchmarks
GLM 5.2 from Zhipu AI achieved a 39% F1 score on the IDOR detection benchmark, outperforming Claude Code, which scored 32%. Both models were evaluated on the same dataset and prompt, with GLM 5.2 costing approximately $0.17 per vulnerability found.
semgrep.dev
9 min
6/28/2026
GLM-5.2 is the new leading open weights model on Artificial Analysis
GLM-5.2 has become the leading open weights model on the Artificial Analysis Intelligence Index, scoring 51. It matches the size of GLM-5.1 with 744 billion total parameters and 40 billion active parameters, but surpasses it by 11 points in the Intelligence Index v4.1.
artificialanalysis.ai
3 min
6/17/2026
GLM 5.2 is nearly as accurate as a human book keeper
GLM 5.2 achieves accuracy comparable to a human book-keeper in preparing quarterly VAT returns for small UK businesses. The cost of using GLM 5.2 is less than 1% of traditional accounting services.
toot-books.pages.dev
9 min
7/9/2026
GLM 5.2 beats Claude in our benchmarks
GLM 5.2 from Zhipu AI achieved a 39% F1 score on the IDOR detection benchmark, outperforming Claude Code, which scored 32%. Both models were evaluated on the same dataset and prompt, with GLM 5.2 costing approximately $0.17 per vulnerability found.
semgrep.dev
9 min
6/28/2026
GLM 5.2 and the coming AI margin collapse
GLM 5.2 is anticipated to significantly impact AI economics, potentially leading to a collapse in profit margins within the industry. The DeepSeek R1 model previously prompted market concerns due to its training costs being estimated at under $6 million.
martinalderson.com
7 min
7/6/2026
GLM-5.2 is the new leading open weights model on Artificial Analysis
GLM-5.2 has become the leading open weights model on the Artificial Analysis Intelligence Index, scoring 51. It matches the size of GLM-5.1 with 744 billion total parameters and 40 billion active parameters, but surpasses it by 11 points in the Intelligence Index v4.1.
artificialanalysis.ai
3 min
6/17/2026
GLM 5.2 is nearly as accurate as a human book keeper
GLM 5.2 achieves accuracy comparable to a human book-keeper in preparing quarterly VAT returns for small UK businesses. The cost of using GLM 5.2 is less than 1% of traditional accounting services.
toot-books.pages.dev
9 min
7/9/2026
GLM-5.2 is the new leading open weights model on Artificial Analysis
GLM-5.2 has become the leading open weights model on the Artificial Analysis Intelligence Index, scoring 51. It matches the size of GLM-5.1 with 744 billion total parameters and 40 billion active parameters, but surpasses it by 11 points in the Intelligence Index v4.1.
artificialanalysis.ai
3 min
6/17/2026
GLM 5.2 and the coming AI margin collapse
GLM 5.2 is anticipated to significantly impact AI economics, potentially leading to a collapse in profit margins within the industry. The DeepSeek R1 model previously prompted market concerns due to its training costs being estimated at under $6 million.
martinalderson.com
7 min
7/6/2026
GLM 5.2 beats Claude in our benchmarks
GLM 5.2 from Zhipu AI achieved a 39% F1 score on the IDOR detection benchmark, outperforming Claude Code, which scored 32%. Both models were evaluated on the same dataset and prompt, with GLM 5.2 costing approximately $0.17 per vulnerability found.
semgrep.dev
9 min
6/28/2026
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