GLM-4.5V

Zhipu AIMCP Tool CallReasoning
zhipuai/glm-4.5vOpen Weights

GLM vision model for visual reasoning, documents, and multimodal agents

Benchmark Pricing$0.30 / 1M in$0.90 / 1M out$0.06 cache read
Context: 64,000 tokens•Max Output: 16,384 tokens•Knowledge: 2025-04•Released: 2025-08-11

TECHNICAL SPECIFICATIONS

Context Window64,00064K tokens
Max Output16,38416.4K tokens
LicenseOpen SourceSelf-hostable
Input Modalities
TextVisionVideo
Function / Tool CallingSupported (MCP Ready)
Structured OutputsGuaranteed Schema

MODEL CONTEXT PROTOCOL (MCP) READINESS

✓ GLM-4.5V natively supports OpenAI / Anthropic format tool calling and is fully compatible with MCP servers and agent loops.

MCP Context Window Recommendations

With a context capacity of 64,000 tokens, this model can handle compact tool sets. Consider keeping MCP server tool manifests minimal to preserve headroom.

STANDARDIZED BENCHMARKS & EVALS

Artificial Analysis Coding Indexindex
10.9
SciCodepercent correct
22.1
Terminal-Bench Hardsuccess rate
5.3

API CALL INVOCATION EXAMPLE

// Example: Calling GLM-4.5V via OpenAI SDK
import OpenAI from "openai";

const client = new OpenAI({
  apiKey: process.env.ZHIPUAI_API_KEY,
});

const response = await client.chat.completions.create({
  model: "zhipuai/glm-4.5v",
  messages: [{ role: "user", content: "Hello! Can you inspect MCP tools?" }],
});

console.log(response.choices[0].message.content);

PRICING BY PROVIDER

15 providers
Zhipu AIglm-4.5v
$0.30 / $0.90$0.06 cache
NanoGPTz-ai/glm-4.5v:thinking
$0.60 / $1.80$0.30 cache
Novita AIzai-org/glm-4.5v
$0.60 / $1.80$0.11 cache
302.AIglm-4.5v
$0.29 / $0.86
LLM Gatewaynovita/glm-4.5v
$0.60 / $1.80$0.11 cache
Tempr Gatewayzai/glm-4.5v
$0.60 / $1.80$0.11 cache
AI/ML APIz-ai/glm-4.5v
$0.83 / $2.48$0.15 cache
AIHubMixglm-4.5v
$0.27 / $1.10
Vercel AI Gatewayzai/glm-4.5v
$0.60 / $1.80$0.11 cache
Merge Gatewayzai/glm-4.5v
$0.60 / $1.80$0.11 cache
Hugging Facezai-org/GLM-4.5V
$0.60 / $1.80
Z.AIglm-4.5v
$0.60 / $1.80$0.11 cache
Kilo Gatewayz-ai/glm-4.5v
$0.60 / $1.80$0.11 cache
DevPass (LLM Gateway)glm-4.5v
$0.60 / $1.80$0.11 cache
Jiekou.AIzai-org/glm-4.5v
$0.60 / $1.80

Rates in USD per 1M tokens. Rates synchronized from models.dev public catalog.

Prompt Caching Active

This model supports prompt caching at $0.06 / 1M tokens, saving up to 80% on repetitive MCP tool definitions and system instructions.