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We test how well AI actually understands Indonesian and its regional languages, map the words that trip up native speakers, and publish the numbers along with the raw data and their limits, including when the results are not what we hoped for.

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EmpiricalAugust 24, 2026

GLM-5.3 outperforms ox-alpha, the mystery model going viral, across three benchmark measurements

We tested ox-alpha and GLM-5.3 on Javanese speech levels and Indonesian slang in a trial lane separate from the official leaderboard. GLM-5.3 led on all four measurements, and a 71% answer match shows the two are not the same model.

Benchmark Javanese Model stealth Glm

57/60GLM-5.349/60ox-alpha34/60hy-mt2 (1.8B)