GLM-4.6 is Zhipu AI's language model with a 205K context window and up to 131K output tokens, available from 10 providers, starting at $0.43 / 1M input and $1.74 / 1M output. A MoE LLM from Z AI that extends GLM-4.5 with a 200K context window and improved agentic reasoning and tool-use capabilities.
Specifications
Canonical IDzhipu-glm-4-6
TypeLanguage
StatusDeprecated
CreatorZhipu AIZhipu AI
Providers
Context Window205K tokens
Max Output131K tokens
Input ModalitiesText
Output ModalitiesText
Reasoning Effortsdefault
Parameters357B
HuggingFace Likes1,212
HuggingFace Downloads (30d)36,176
HuggingFace Downloads (all-time)681,060
Release Date · 9 months ago
Knowledge Cutoff · 1 year ago
Deprecation Date
Benchmarks
Intelligence Index
30.2
#140
Coding Index
30.2
#112
Math Index
44.3
#141
MMLU-Pro
0.8
#127
GPQA
0.6
#241
HLE
0.1
#272
LiveCodeBench
0.6
#118
IFBench
0.4
#268
Time to First Token
1.69s
#405
SciCode
0.3
#203
AIME 2025
0.4
#141
LCR
0.3
#224
TerminalBench Hard
0.3
#101
TAU2
0.8
#117
Output TPS
63.6
#195

Capabilities

Input1/5
Text
Image·
Audio·
Video·
PDF·
Output1/5
Text
Image·
Audio·
Video·
Embedding·
Capabilities6/13
Reasoning
Adaptive Reasoning·
Function Calling
Parallel Function Calling
Structured Outputs
Native JSON Schema
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching
Assistant Prefill·

Pricing by Provider

US Dollar ($)
Per 1M tokens
ProviderStandardBatch
Input
$ / 1M
Output
$ / 1M
Cache Read
$ / 1M
Input
$ / 1M
Output
$ / 1M
$0.431$2.01N/A$0.215$1.00
Baseten
baseten/zai-org/GLM-4.6
$0.6$2.20N/A
Cerebras logo
Cerebras
cerebras/zai-glm-4.6
$2.25$2.75N/A
Fireworks AI logo
Fireworks AI
fireworks_ai/accounts/fireworks/models/glm-4p6
$0.55$2.19N/A
Hugging Face logo
Hugging Face
novita:zai-org/glm-4.6
$0.55$2.20N/A
Novita logo
Novita
novita/zai-org/glm-4.6
$0.55$2.20$0.11
OpenRouter logo
OpenRouter
z-ai/glm-4.6
$0.43$1.74$0.08
Together AI logo
Together AI
together_ai/zai-org/GLM-4.6
$0.6$2.20N/A
$0.6$2.20$0.11
Z AI (Zhipu) logo
Z AI (Zhipu)
zai/glm-4.6
$0.6$2.20$0.11

Cost Calculator

US Dollar ($)
Preset:

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
GLM-4.7205K$0.400$1.75Available
GLM-4.6205K$0.430$1.74Current
GLM-4.5131K$0.400$1.60Deprecating
GLM-4.5 Air131K$0.125$0.850Available

Model IDs

accounts/fireworks/models/glm-4p6
baseten/zai-org/GLM-4.6
cerebras/zai-glm-4.6
dev/glm46
fireworks_ai/accounts/fireworks/models/glm-4p6
glm-4-6
glm-4-6-reasoning
glm-4.6
novita/zai-org/glm-4.6
openrouter/z-ai/glm-4.6
openrouter/z-ai/glm-4.6:exacto
together_ai/zai-org/GLM-4.6
vercel_ai_gateway/zai/glm-4.6
z-ai/glm-4.6
zai-org/glm-4.6
zai-org/GLM-4.6
zai/glm-4.6
zhipu-glm-4-6