GLM-4.7 with extended thinking capabilities for enhanced reasoning on complex tasks.
Added Dec 22, 2025
Model weightsContext Window
200.0K
Max Output
65.5K
Input Price (Auto)
$0.20/1M
Output Price (Auto)
$0.80/1M
Cache Read (Auto)
$0.10/1M
Capabilities
Benchmarks
Benchmarks
Performance metrics and benchmarks
Sourced from Artificial Analysis.
Intelligence Index
34.5
Coding Index
45.3
Agentic Index
26.2
Reasoning
GPQA Diamond
Graduate-level scientific reasoning
85.9%
Better than 83% of models compared
HLE
Humanity's Last Exam
27.4%
Better than 82% of models compared
IFBench
Instruction-following benchmark
67.9%
Better than 81% of models compared
T²-Bench Telecom
Conversational AI agents in dual-control scenarios
95.9%
Better than 96% of models compared
AA-LCR
Long context reasoning evaluation
68.0%
Better than 75% of models compared
GDPval-AA
Economically valuable tasks
33.5%
CritPt
Research-level physics reasoning
1.7%
Coding
SciCode
Python programming for scientific computing
45.1%
Better than 83% of models compared
Terminal-Bench Hard
Agentic coding and terminal use
31.8%
Better than 75% of models compared
LiveCodeBench
Contamination-free coding benchmark
89.4%
Better than 99% of models compared
Math
AIME 2025
American Invitational Mathematics Examination 2025
95.0%
Better than 97% of models compared
Knowledge
MMLU-Pro
Professional and academic subject knowledge
85.6%
Better than 92% of models compared
AA-Omniscience Accuracy
Proportion of correctly answered questions
29.3%
AA-Omniscience Hallucination Rate
Rate of incorrect answers among non-correct responses
93.0%
Last updated Aug 16, 2026
Artificial AnalysisProviders
Choose explicit providers for this model. Auto routing remains available as the default option.
Loading provider options…
Related text models
Compare GLM 4.7 Thinking with similar models from the same provider or model family.
GLM 5.3 Flash
z-ai/glm-5.3-flashox-alpha out of stealth! GLM-5.3 Flash is Z.ai's first natively multimodal GLM-5 model, with 320B total parameters and just 18B active parameters for efficient coding, agentic work, and precise 1M-token context. Its hybrid sparse-and-linear attention architecture helps it outperform GLM-5.2 at one-tenth the price while approaching Claude Opus 4.8 on coding and agentic benchmarks.
GLM 5.3
z-ai/glm-5.3GLM-5.3 for long-horizon autonomous coding and engineering workflows. This variant defaults to the model's low reasoning tier for faster responses.
GLM 5.3 Thinking
z-ai/glm-5.3:thinkingGLM-5.3 with higher reasoning enabled for harder long-horizon coding, autonomous agent workflows, and complex engineering tasks.
GLM 5.3 Flash Uncensored
z-ai/glm-5.3-flash-uncensoredGLM 5.3 Flash Uncensored is an FP8 uncensored fine-tune of the efficient 320B mixture-of-experts reasoning model with restored vision support, built for unrestricted chat, creative writing, coding, agentic work, tool use, and long-context tasks.
GLM 5.2
z-ai/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
z-ai/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.