GLM-4.6 (Reasoning)
Z AIGLMOpen WeightMIT · Commercial OK
Description
GLM-4.6 is the latest version of Z.ai's flagship model, bringing significant improvements over GLM-4.5. Key features include: 200K token context window (expanded from 128K), superior coding performance with better real-world application in Claude Code/Cline/Roo Code/Kilo Code, advanced reasoning with tool use during inference, stronger agent capabilities, and refined writing aligned with human preferences. GLM-4.6 achieves competitive performance with DeepSeek-V3.2-Exp and Claude Sonnet 4, reaching near parity with Claude Sonnet 4 (48.6% win rate) on CC-Bench real-world coding tasks.
Date de sortie
2025-09-30
Paramètres
357.0B
Longueur du contexte
205K
Modalités
image, text, video
Radar de capacités
45
general
44
coding
85
reasoning
51
scienceest.
40
agents
20
multimodal
Science utilise un proxy de raisonnement lorsque les benchmarks scientifiques dédiés ne sont pas disponibles.
Classements
| Domaine | #Rang | Score | Source |
|---|---|---|---|
| Agents & Tools | 84 | 43.0 | LS |
| Code Ranking | 111 | 58.0 | AA |
| General Ranking | 135 | 61.0 | AA |
| Math Reasoning | 54 | 87.0 | AA |
| Science | 122 | 58.0 | AA |
Scores de benchmarks (LLM Stats)
Agents
BrowseComp
45.1%Aut.
Terminal-Bench
40.5%Aut.
Biology
GPQA
81.0%Aut.
Code
SWE-Bench Verified
68.0%Aut.
General
LiveCodeBench v6
82.8%Aut.
Math
AIME 2025
93.9%Aut.
Humanity's Last Exam
17.2%Aut.
Indices d'évaluation AA
Math Index86.0
Intelligence Index32.5
Coding Index29.5
Aime 250.9
Mmlu Pro0.8
Gpqa0.8
Tau20.7
Livecodebench0.7
Lcr0.5
Ifbench0.4
Scicode0.4
Terminalbench Hard0.3
Hle0.1
Scores par catégorie LLM Stats
Biology80
Chemistry80
General80
Physics80
Frontend Development70
Math60
Reasoning60
Code50
Search50
Agents40
Vision20
Tarification
Prix d'entrée$0.55 / 1M tokens
Prix de sortie$2.2 / 1M tokens
Prix mixte (3:1)$0.963 / 1M tokens
Vitesse
Tokens/sec37.2 tokens/s
Délai du premier token0.82s
Temps de réponse54.62s
Fournisseurs disponibles
(Unités internes LS)| Fournisseur | Prix d'entrée | Prix de sortie |
|---|---|---|
| Fireworks | 550K | 2.2M |
| DeepInfra | 600K | 2.0M |