GLM-5.3-Flash

Munito AI serves GLM-5.3-Flash in the EU through an OpenAI- and Anthropic-compatible API.

Use this model ID in the model field of a request:

zai-org/glm-5.3-flash

APIsCopy Anchor Link

• Chat Completions: POST /chat/completions
• Responses: POST /responses
• Messages (Anthropic): POST /messages

PricesCopy Anchor Link

Prices are in USD for each million tokens, in the standard tier. The global host bills the global price. A regional host or a regional model ID bills the price of its region.

See Models and pricing for the priority and flex tiers, and for how a request is billed.

Rate limitsCopy Anchor Link

Base limits per organization.

See Rate limits for dynamic limits, headers and retries.

Request custom limits through Support in the console.

RegionsCopy Anchor Link

Munito AI serves this model in the EU. The global host, api.munito.ai, sends each request to a region that serves it. To keep the processing in one region, use the host of that region:

The global host also accepts a regional ID, such as zai-org/glm-5.3-flash@eu, which keeps the request in that region.

See Regions for the base URLs and the rules for stored data.

ExampleCopy Anchor Link

export MUNITO_API_KEY="munitoai_..."
curl https://api.munito.ai/inference/v1/chat/completions \
  -H "Authorization: Bearer $MUNITO_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "zai-org/glm-5.3-flash",
    "messages": [{"role": "user", "content": "Hello!"}],
    "max_tokens": 256
  }'

# pip install openai
import os
from openai import OpenAI

client = OpenAI(
    base_url="https://api.munito.ai/inference/v1",
    api_key=os.environ["MUNITO_API_KEY"],
)
response = client.chat.completions.create(
    model="zai-org/glm-5.3-flash",
    messages=[{"role": "user", "content": "Hello!"}],
    max_tokens=256,
)
print(response.choices[0].message.content)

The same model ID works with the Anthropic client. See Send your first request.