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GLM-4.6V

Zhipu AI (Z.ai) · 2025-12-08 · 107.7B parameters

GLM-4.6V is Zhipu AI's December 2025 open-weight vision-language MoE model with a language MoE marketed as 106 billion total parameters with 12 billion active, plus a vision stack, offering a 128K native multimodal context window. It introduces native multimodal function calling, allowing tools to consume and return images, video frames, and document pages directly for vision-grounded agentic tasks. It was released alongside the 9B GLM-4.6V-Flash variant for efficient local deployment.

Benchmark scores

BenchmarkScore
AA-LCR40.3
AA-Omniscience Index-26.5
AIME 202585.3
Arena Text — Business, Management & Financial Ops (No Style Control)1357
Arena Text — Creative Writing (No Style Control)1342
Arena Text — English (No Style Control)1393
Arena Text — Entertainment, Sports & Media (No Style Control)1343
Arena Text — Exclude Ties (No Style Control)1345
Arena Text — Exclude Ties (Style Controlled)1351
Arena Text — Hard Prompts (No Style Control)1367
Arena Text — Hard Prompts English (No Style Control)1388
Arena Text — Instruction Following (No Style Control)1352
Arena Text — Legal & Government (No Style Control)1398
Arena Text — Life, Physical & Social Science (No Style Control)1394
Arena Text — Longer Query (No Style Control)1355
Arena Text — Multi-turn (No Style Control)1358
Arena Text — Non-English (No Style Control)1356
Arena Text — Non-English (Style Controlled)1358
Arena Text — Russian (No Style Control)1340
Arena Text — Software & IT Services (No Style Control)1394
Arena Text — Writing, Literature & Language (No Style Control)1347
Arena Text Overall — 25% Factuality1391
Arena Vision — Creative Writing (No Style Control)1142
Arena Vision — Creative Writing (Style Controlled)1134
Arena Vision — Diagram (No Style Control)1177
Arena Vision — Diagram (Style Controlled)1186
Arena Vision — English (No Style Control)1181
Arena Vision — English (Style Controlled)1176
Arena Vision — Homework (No Style Control)1156
Arena Vision — Homework (Style Controlled)1155
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