GLM-5.3-FlashOpen Weight
Released
GLM-5.3-Flash is an AI model released by Z.ai on Wednesday, Aug 26 2026, 12 days after GLM-5.3. It is an open-weight model — the trained weights are available to download and run. It is a 320B parameter model with a 1M token context window. Benchmark results (shown below) cover AutomationBench, DeepSWE 1.1, Terminal-Bench 2.1, Humanity's Last Exam, Agent's Last Exam, and GDPval-AA v2.
Benchmarks
Coding
Terminal & CLI
Agentic & tool use
Reasoning & science
Knowledge work
About
GLM-5.3-Flash, released August 26, 2026, had already been running on OpenRouter as an uncredited stealth model called "Ox Alpha" when Z.ai claimed it as a GLM release earlier that day. At 320B total parameters with 18B active it was a fraction of the size of the 743B GLM-5.3 that preceded it by twelve days, and Z.ai benchmarked it against GLM-5.2 rather than that model: it beat GLM-5.2 on all six tests in the launch chart, most heavily on AutomationBench at 48.8% and DeepSWE v1.1 at 63.4%. Its GDPval-AA v2 rating of 1773 topped the chart outright, ahead of the DeepSeek, Claude, GPT and Gemini entries set beside it.
Elsewhere it sat mid-pack against those closed flagships — 84.3% on Terminal-Bench 2.1, 55.3% on Humanity's Last Exam with tools and 26.3% on Agent's Last Exam were all a few points short of the leaders at the time — and the much larger GLM-5.3 still led it on three of the shared tests. Two things made the release notable anyway. It was natively multimodal with a 1M-token context window and went out under the MIT License with weights on Hugging Face, a pointed contrast with GLM-5.3, which had launched through the GLM Coding Plan and ZCode with no weights at all. And Z.ai said it was trained entirely on Chinese AI chips, the first GLM release the lab made that claim for, which turned an open-weight launch into a data point about how far domestic silicon had come. Access opened the same day across the API, ZCode, chat.z.ai and AutoClaw.
Compare GLM-5.3-Flash with
Suggested comparisons
Frequently asked questions
GLM-5.3-Flash was released by Z.ai on Wednesday, Aug 26 2026.
GLM-5.3-Flash was built by Z.ai. Chinese AI lab spun out of Tsinghua University (formerly Zhipu AI), building the open-weight GLM family. Rebranded internationally as Z.ai in 2025.
GLM-5.3-Flash reports 6 tracked benchmark scores — DeepSWE 1.1: 63.4%; Terminal-Bench 2.1: 84.3%; Humanity's Last Exam (with tools): 55.3%; Agent's Last Exam (pass@1): 26.3%; AutomationBench: 48.8%; GDPval-AA v2: 1773. Scores are the figures published at release by Z.ai. It holds the best score among all models tracked here on AutomationBench.
GLM-5.3-Flash has a context window of 1M. That is the maximum amount of input plus output the model can hold in a single request.
GLM-5.3-Flash is reported at 320B parameters.
Partly. GLM-5.3-Flash is an open-weight model: the trained weights are free to download and run locally or on your own infrastructure, but the training data and code are not fully released and the license may restrict some commercial uses. It is not open source in the strict sense.
Z.ai's previous tracked release was GLM-5.3 on Aug 14 2026, 12 days earlier. It is the most recent Z.ai model tracked on AI Release Tracker.