GLM 4.6V
GLM-4.6V scales its context window to 128k tokens in training, and achieves SoTA performance in visual understanding among models of similar parameter scales. Integrates native Function Calling capabilities, bridging 'visual perception' and 'executable action' for multimodal agents. Quantized at FP8.
- Vision
- Video Input
Added Dec 11, 2025
Model weightsPricing
Auto routing · per 1M tokens- Input
- $0.30
- Output
- $0.90
Specifications
- Context window
- 128K
- Max output
- 24K
- Parameters
- 106B / 12B
- Total / active
- Avg output (7d)
- 21 tokens
- Longer than 2% of models
Benchmarks
Benchmarks
Sourced from Artificial Analysis.
Intelligence Index
8.4
Agentic work
T²-Bench Telecom (legacy)
Legacy fallback · Conversational AI agents in dual-control scenarios
30.7%
Better than 38% of models compared
Document reasoning
AA-LCR v1.1
Long context reasoning with updated grading
17.0%
Better than 20% of models compared
Reasoning
HLE
Humanity's Last Exam
3.7%
Better than 8% of models compared
IFBench
Instruction-following benchmark
27.9%
Better than 11% of models compared
CritPt
Research-level physics reasoning
0.0%
Coding
Terminal-Bench Hard (legacy)
Legacy fallback · Agentic coding and terminal use
3.0%
Better than 23% of models compared
LiveCodeBench
Contamination-free coding benchmark
41.1%
Better than 49% of models compared
Math
AIME 2025
American Invitational Mathematics Examination 2025
26.3%
Better than 28% of models compared
Knowledge
MMLU-Pro
Professional and academic subject knowledge
75.2%
Better than 50% of models compared
AA-Omniscience Accuracy
Proportion of correctly answered questions
17.4%
AA-Omniscience Hallucination Rate
Rate of incorrect answers among non-correct responses
66.6%
Legacy benchmarks
GPQA Diamond (legacy)
Graduate-level scientific reasoning
56.6%
Better than 30% of models compared
AA-LCR (unversioned / legacy)
Long context reasoning evaluation
17.0%
Better than 19% of models compared
Last updated Oct 15, 2026
Artificial AnalysisProviders
Auto routing is available for this model. Explicit provider selection is not available.
Loading provider options…
