Zhipu AI: GLM 5.3

GLM 5.3 is Zhipu AI's large-scale reasoning model, released 2026-08, built for complex software engineering and long-horizon agent tasks. It improves on GLM-5.2 in coding and in the balance between performance and token efficiency, with reasoning always on and optimized for extended autonomous work.

Modalities
inTextoutText
Price / 1M−7%
$1.20 / $4.20$1.40 / $4.40
Context
1.049M
Knowledge cutoff

Capabilities

ReasoningTool useLong contextPrompt cachingStructured output

Channels

Same weights on every channel. Requests route to the cheapest healthy one; the channel used is printed on each billing line.

Provider
Discount
Input /M
Output /M
Cache Read /M
Cache Create 5m /M
Cache Create 1h /M
Defaultstable
−7%
$1.20
$4.20
$0.26

Cost Calculator

Pick a channel and a usage scenario, then drag to your workload — each scenario assumes a different prompt-cache hit rate.

Channel
Scenario
Unit $1.20 / $4.20 /1MDaily chat: 40% cache hit assumed · cache read $0.26 /1M
List price $303.49On MirAPI$280.70/ moYou save $22.78Create an API key

Benchmarks

bar = score (0–100) · ▏ median

Scores from vendor reports and public leaderboards. No private evals.

Intelligence Index
General ability
59.5
#6
Coding Index
Code
74.8
#9
Agentic Index
Agentic
59.1
#2

Showcase

Three fixed prompts, identical for every chat model. Outputs are archived verbatim — copy the prompt to reproduce.

Task prompt · identical for all models
Build a single-file HTML page using three.js from a CDN: a low-poly planet with a tilted ring of ~200 orbiting particles, a soft key light plus rim light, slow auto-rotation, and drag-to-orbit controls. No build tools — one file only.
Archived output
Archive not published yet

Every model will run this exact prompt; the output lands here verbatim, with tokens and per-run cost.

Quick Start

import os
from openai import OpenAI

client = OpenAI(
    base_url="https://api.mirapi.ai/v1",   # changed
    api_key=os.environ["MIRAPI_API_KEY"],   # changed
)

resp = client.chat.completions.create(
    model="z-ai/glm-5.3",
    messages=[{"role": "user", "content": "Hello"}],
)
Wire GLM 5.3 into your product

1M free tokens to start · no card · OpenAI-compatible, one base_url change

Start free