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Z.AI’s GLM-5.1 Tops SWE-Bench Pro at 58.4 — Trained on Zero Nvidia Hardware

What Is It

Z.AI (Zhipu AI) shipped GLM-5.1 — a 754B-parameter MoE model with 40B active parameters, open-sourced under MIT. It’s the first Chinese model to hit #1 on SWE-Bench Pro.

Score: 58.4. Ahead of GPT-5.4 (57.7), Claude Opus 4.6 (57.3), and Gemini 3.1 Pro (54.2). The entire model was trained on 100,000 Huawei Ascend 910B chips. Not a single Nvidia GPU touched this thing.

Why It Matters

The real story isn’t just the benchmark — it’s what it’s built on. US export controls were supposed to keep Chinese AI a generation behind on compute. Z.AI just topped the hardest coding benchmark in the industry on domestic silicon and gave the weights away for free.

Specs: 200K context window, 128K max output, supports up to 8 hours of autonomous execution for agentic workflows. API pricing at $1/M input and $3.20/M output — roughly 8x cheaper than Opus 4.6.

Benchmarks are self-reported and haven’t been independently verified yet. But if the numbers hold, open-source agentic coding just stopped being a Western monopoly.


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