GLM 4.6 Turbo with thinking mode enabled for enhanced reasoning; shows internal reasoning and supports long context.
Added Oct 2, 2025
Context Window
200.0K
Max Output
204.8K
Input Price (Auto)
$1.00/1M
Output Price (Auto)
$3.00/1M
Cache Read (Auto)
$0.50/1M
Capabilities
Benchmarks
Benchmarks
Performance metrics and benchmarks
Sourced from Artificial Analysis.
Intelligence Index
29.3
Coding Index
45.8
Reasoning
GPQA Diamond
Graduate-level scientific reasoning
78.0%
Better than 66% of models compared
HLE
Humanity's Last Exam
14.5%
Better than 68% of models compared
IFBench
Instruction-following benchmark
43.4%
Better than 47% of models compared
T²-Bench Telecom
Conversational AI agents in dual-control scenarios
70.5%
Better than 63% of models compared
AA-LCR
Long context reasoning evaluation
55.3%
Better than 58% of models compared
Coding
SciCode
Python programming for scientific computing
38.4%
Better than 64% of models compared
Terminal-Bench Hard
Agentic coding and terminal use
25.0%
Better than 66% of models compared
LiveCodeBench
Contamination-free coding benchmark
69.5%
Better than 79% of models compared
Math
AIME 2025
American Invitational Mathematics Examination 2025
86.0%
Better than 84% of models compared
Knowledge
MMLU-Pro
Professional and academic subject knowledge
82.9%
Better than 82% of models compared
Last updated Aug 16, 2026
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GLM 4.6 Turbo
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GLM 5.3 Preview Thinking
zai-org/glm-5.3:thinkingThe GLM-5.3 preview with higher reasoning enabled for harder long-horizon coding, autonomous agent workflows, and complex engineering tasks. While in preview, prompts and responses may be logged and used for training.
GLM 5.2
zai-org/glm-5.2GLM-5.2 is Z.AI's flagship model for long-horizon autonomous coding and engineering workflows. It is built to plan, execute, iterate, and optimize complex development tasks over extended runs. This variant keeps thinking disabled for faster direct responses.
GLM 5.2 Thinking
zai-org/glm-5.2:thinkingGLM-5.2 with thinking enabled for harder long-horizon coding, autonomous agent workflows, complex engineering optimization, and real-world development tasks.
GLM Latest
zai-org/glm-latestCompatibility alias that routes to the newest thinking GLM model. Currently routes to GLM 5.2 Thinking.