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Z.ai: GLM 5.3 Flash: AI model

GLM 5.3 Flash is a native multimodal model for efficient coding and agents from Z.ai with a 1M-token context window. Reachable from inside Iran through Hormouz.

Context window:
1,048,576 tokens
Input:
$0.03/1M tokens
Output:
$0.9/1M tokens
Type:
text, image, video
  • Vision
  • Tools
  • Streaming
  • Long context

Thinking levels: Always thinks · max · high · low

GLM 5.3 Flash is the efficient member of Z.ai's GLM-5.3 family. It takes text, images and video natively, and its hybrid sparse-and-linear attention keeps long-context answers accurate while cutting compute, so a 1M-token window stays affordable. It always reasons first, with low, high or max effort, and is aimed at coding and long agent tasks.

It accepts text, image and video input and returns text, and supports tool calling, structured JSON output and streaming. It always reasons before answering, and you choose how hard it thinks with the reasoning effort setting. GLM 5.3 Flash is commonly used for budget coding agents, long-document and video analysis, visual question answering and long agent runs. Hormouz serves it behind an OpenAI-compatible API: point your base URL at Hormouz, drop in a Hormouz key, and existing OpenAI SDK code runs without changes.

Pricing is usage-based: $0.15 per million input tokens and $0.5 per million output tokens. There is no fixed monthly fee, and you pay only for the tokens you use. Hormouz provides stable access to the model from inside Iran, with no foreign credit card or circumvention tooling required.

GLM-5.3-Flash is a native multimodal model from Z.ai. It is suited for efficient coding and long-horizon agent tasks. Its hybrid sparse and linear attention architecture maintains accurate long-context behavior while...

Quickstart

curl https://api.hormouz.net/v1/chat/completions \
  -H "Authorization: Bearer ng-YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "z-ai/glm-5.3-flash",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

Specs

VendorZ.ai
TypeText, Image, Video
Context window1,048,576 tokens
Pricing$0.03/M in · $0.90/M out
APIChat Completions
CapabilitiesStreaming · Vision · Tools

Benchmarks

41.8
Intelligence Index
Better than 82% of models we compared
71.5
Coding Index
Better than 84% of models we compared
50.9
Agentic Index
Better than 93% of models we compared

Reasoning

GPQA Diamond
Graduate-level scientific reasoning
91.2%
HLE
Humanity's Last Exam
39.9%
AA-LCR
Long-context reasoning
80%
CritPt
Research-level physics reasoning
15.4%
AA Omniscience
Broad factual knowledge accuracy
27.5%
Non-Hallucination
Rate of avoiding fabricated answers
72.4%

Coding

SciCode
Python for scientific computing
51.6%

Agentic

GDPval
Economically valuable tasks
57.3%

Source: Artificial Analysis

3D
Top 9%
1,328Elo
Win rate: 56.8%Avg time: 520s
ASCII Art
Top 15%
1,276Elo
Win rate: 54.8%Avg time: 456s
Code
Top 13%
1,289Elo
Win rate: 49.5%Avg time: 404s
Data Viz
Top 18%
1,272Elo
Win rate: 50.5%Avg time: 397s
Game Dev
Top 12%
1,294Elo
Win rate: 47.2%Avg time: 642s
SVG
Top 8%
1,290Elo
Win rate: 57.1%Avg time: 205s
UI Component
Top 8%
1,325Elo
Win rate: 55%Avg time: 321s
Website
Top 15%
1,280Elo
Win rate: 48.5%Avg time: 335s

Metrics sourced from Design Arena

Code example

cURL
curl https://api.hormouz.net/v1/chat/completions \
  -H "Authorization: Bearer ng-YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "z-ai/glm-5.3-flash",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'
Python
from openai import OpenAI
client = OpenAI(api_key="ng-YOUR_API_KEY", base_url="https://api.hormouz.net/v1")
response = client.chat.completions.create(
    model="z-ai/glm-5.3-flash",
    messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)
JavaScript
import OpenAI from "openai";
const client = new OpenAI({ apiKey: "ng-YOUR_API_KEY", baseURL: "https://api.hormouz.net/v1" });
const response = await client.chat.completions.create({
  model: "z-ai/glm-5.3-flash",
  messages: [{ role: "user", content: "Hello!" }],
});
console.log(response.choices[0].message.content);

Buy the Z.ai: GLM 5.3 Flash API, paid in rial

  • Buy credit with an Iranian bank card; no foreign card or account needed.
  • One Hormouz key reaches Z.ai: GLM 5.3 Flash and 600+ other models, and you pay only for what you use.
  • No VPN and no risk of a banned account; just change the base URL to api.hormouz.net/v1.
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FAQ

How much does GLM 5.3 Flash cost?
Pricing is usage-based: $0.15 per million input tokens and $0.5 per million output tokens. There is no fixed monthly fee, and you pay only for the tokens you use.
How do I access GLM 5.3 Flash from inside Iran?
Create an account on Hormouz and generate an API key. Hormouz provides a stable path to the model from inside Iran, with no foreign credit card or circumvention tooling required.
Is GLM 5.3 Flash compatible with OpenAI code?
Yes. Hormouz exposes an OpenAI-compatible API. Point your base URL at Hormouz and swap in your Hormouz key. Your existing SDKs and code run without a rewrite.
What context window and capabilities does GLM 5.3 Flash have?
It has a 1M-token context window, accepts text, image and video input, and supports tool calling, structured JSON output and streaming. It always reasons before answering, and you choose how hard it thinks with the reasoning effort setting.
What is GLM 5.3 Flash good for?
Typical uses are budget coding agents, long-document and video analysis, visual question answering and long agent runs.

Updated 2026-10-13