GLM-4.5 is Zhipu AI's language model with a 131K context window and up to 98K output tokens, available from 6 providers, starting at $0.4 / 1M input and $1.60 / 1M output. A 355B MoE foundation LLM from Z AI with 32B active parameters, designed for intelligent agents with strong reasoning and tool-use capabilities.
Specifications
Canonical IDzhipu-glm-4-5
TypeLanguage
StatusDeprecated
CreatorZhipu AIZhipu AI
Providers
Context Window131K tokens
Max Output98K tokens
Input ModalitiesText
Output ModalitiesText
Reasoning Effortsdefault
Parameters358B
HuggingFace Likes1,398
HuggingFace Downloads (30d)70,876
HuggingFace Downloads (all-time)400,488
Release Date · 1 year ago
Knowledge Cutoff · 2 years ago
Deprecation Date
Benchmarks
Intelligence Index
#258
Math Index
#109
MMLU-Pro
#58
GPQA
#179
HLE
#192
LiveCodeBench
#59
AIME
#14
IFBench
#225
Time to First Token
#343
SciCode
#274
MATH-500
#24
AIME 2025
#109
LCR
#244
TerminalBench Hard
#146
TAU2
#210
Output TPS
#573

Capabilities

Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities5/13
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
ProviderStandard
Input
$ / 1M
Output
$ / 1M
Cache Read
$ / 1M
DeepInfra logo
DeepInfra
deepinfra/zai-org/GLM-4.5
$0.4$1.60N/A
Fireworks AI logo
Fireworks AI
fireworks_ai/accounts/fireworks/models/glm-4p5
$0.55$2.19N/A
Novita logo
Novita
novita/zai-org/glm-4.5
$0.6$2.20$0.11
OpenRouter logo
OpenRouter
z-ai/glm-4.5
$0.6$2.20$0.11
$0.6$2.20$0.11
Z AI (Zhipu) logo
Z AI (Zhipu)
zai/glm-4.5
$0.6$2.20N/A

Cost Calculator

US Dollar ($)
Preset:

Cheapest Instances to Run It

Cloud GPU instances that can host GLM-4.5, ranked by cheapest on-demand price. The model needs about 860 GB of GPU memory at FP16 precision (estimated from its parameter count), so treat the fit as guidance rather than a guarantee.

All clouds
FP16 (full precision)
US Dollar ($)
Instance
Cloud
GPU
VRAM
Price
Cheapest region
Standard_ND96is_MI300X_v5Azure8× AMD Instinct MI300X GPU (192GB)1536 GB$48.00/hr
Standard_ND96isr_MI300X_v5Azure8× AMD Instinct MI300X1536 GB$48.00/hr
p5en.48xlargeAWS8× H2001128 GB$63.30/hr
5 more instances can run GLM-4.5
Unlock the full ranked list and FP8 / INT4 quantization with a CloudPrice subscription.

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
GLM-4.7205K$0.400$1.75Deprecated
GLM-4.6205K$0.500$2.00Deprecated
GLM-4.5131K$0.400$1.60Current
GLM-4.5 Air131K$0.125$0.450Available

Model IDs

accounts/fireworks/models/glm-4p5
deepinfra/zai-org/GLM-4.5
fireworks_ai/accounts/fireworks/models/glm-4p5
glm-4.5
novita/zai-org/glm-4.5
openrouter/z-ai/glm-4.5
vercel_ai_gateway/zai/glm-4.5
wandb/zai-org/GLM-4.5
z-ai/glm-4.5
zai-org/glm-4.5
zai/glm-4.5
zhipu-glm-4-5