GLM-5.3 trails the US frontier on every NIST cyber benchmark

Scatter plot: GLM-5.3 score versus US frontier best score on four NIST CAISI cyber benchmarks, all points above the parity diagonal

NIST’s CAISI assessment puts GLM-5.3 at 40.4% on SEC-Bench Pro, 61.1% on ExploitBench, 9.4% on ExploitGym and 7.7% on CAISI OSS-Fuzz, against US frontier bests of 90.2%, 100%, 44.4% and 23.2% — a gap of 16 to 50 percentage points on every benchmark. The same assessment still calls GLM-5.3 the most cyber-capable open-weight model released to date, about four months behind the US frontier overall, which is why the October 29 SI News finding — that it completed 3 of 13 Irregular multi-stage attack scenarios, the best open-weight result there — matters: the capability is downloadable, not gated behind an API.

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