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GLM-4.7

Zhipu AI (Z.ai) · 2025-12-22 · 358.3B parameters

GLM-4.7 is Z.ai’s December 22, 2025 open-weight MoE text model for coding, tool use, complex reasoning, and agentic workflows. Z.ai markets the architecture as 355 billion total parameters with 32 billion active per forward pass; the released checkpoint contains exactly 358,337,776,896 trainable parameters and configures 92 transformer layers, 160 routed experts with eight selected per token plus one shared expert, GQA, and partial RoPE over half of each attention head. It supports interleaved, preserved, and per-turn-controllable thinking, has a 202,752-position checkpoint configuration, and is released under the MIT license.

Benchmark scores

BenchmarkScore
AA-LCR64.0
AA-LCR v1.171.0
AA-Omniscience Index-36.4
AIME 2024 (avg@8)95.0
AIME 2024-202593.3
AIME 2025 (Artificial Analysis avg@10)95.0
AIME 2025 (avg@8)91.7
ALE-Bench1011
APEX-Agents8.7
Arena Code WebDev — Brand & Marketing1448
Arena Code WebDev — Consumer Product1435
Arena Code WebDev — Content Creation Tools1415
Arena Code WebDev — Data & Analytics1420
Arena Code WebDev — Frontend1434
Arena Code WebDev — Gaming1426
Arena Code WebDev — HTML1447
Arena Code WebDev — React1420
Arena Code WebDev — Reference-Based Design1437
Arena Code WebDev — Simulations1402
Arena Text — Business, Management & Financial Ops (No Style Control)1429
Arena Text — Chinese (No Style Control)1495
Arena Text — Creative Writing (No Style Control)1401
Arena Text — English (No Style Control)1453
Arena Text — Entertainment, Sports & Media (No Style Control)1401
Arena Text — Exclude Ties (No Style Control)1431
Arena Text — Exclude Ties (Style Controlled)1441
Arena Text — Expert (No Style Control)1423
Arena Text — French (No Style Control)1432
Arena Text — French (Style Controlled)1448
Arena Text — German (No Style Control)1426
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