ZHIPU GLM / TEXT
GLM-5.3 Flash API pricing
$0.12 in / $0.42 out per 1M tokens
GLM-5.3 Flash costs $0.12 per 1M input tokens and $0.42 per 1M output tokens (cached input $0.04). Call it with model ID glm-5.3-flash at https://api.outrun.to/v1 using one prepaid Outrun key. Prices as of October 30, 2026.
USD / 1M TOKENS
How much does GLM-5.3 Flash cost per 1M tokens?
Standard
| Token type | List price | Outrun | Below list |
|---|---|---|---|
| Input | $0.12 | 20% | |
| Cached input | $0.04 | ||
| Output | $0.42 | 16% |
Billed prices, rounded up to the cent. Prices as of October 30, 2026.
Z.ai list price source ↗- Context window
- 1,000,000 tokens
- Max output
- 131,072 tokens
- Input
- Text + images
What is GLM-5.3 Flash?
GLM-5.3 Flash is a text model in the Outrun catalog. Its developer describes it for coding, visual understanding and tool-based workflows. The standard rate is $0.12 in / $0.42 out per 1M tokens.
What are the GLM-5.3 Flash model details?
| Model detail | Value |
|---|---|
| Developer | Zhipu AI |
| Kind | Text |
| Parameters | 320B total / 18B active |
| Developer context | 1,000,000 tokens |
| Developer max output | 128,000 tokens |
| Developer input | Text, Images, Video, Files |
| Licence | MIT |
How do I call GLM-5.3 Flash?
Use your Outrun key and the exact model ID. Requests use prepaid USD credit.
curl https://api.outrun.to/v1/chat/completions \
-H "Authorization: Bearer $OUTRUN_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "glm-5.3-flash",
"messages": [
{
"role": "user",
"content": "Hello!"
}
],
"max_tokens": 8192
}'import os
from openai import OpenAI
client = OpenAI(
base_url="https://api.outrun.to/v1",
api_key=os.environ["OUTRUN_API_KEY"],
)
reply = client.chat.completions.create(
model="glm-5.3-flash",
messages=[{"role": "user", "content": "Hello!"}],
max_tokens=8192,
)
print(reply.choices[0].message.content)Which tools work with GLM-5.3 Flash?
Any client that accepts an OpenAI-compatible base URL and a model ID can use glm-5.3-flash. Setup guides: Cline (OpenAI Compatible), OpenCode, SillyTavern, LiteLLM.
Use these setup values for this model ID. Recommended output settings can be lower than the route maximum.
| Set this value | Value |
|---|---|
| API format | OpenAI compatible |
| Base URL | https://api.outrun.to/v1 |
| Model ID | glm-5.3-flash |
| Context window | 1,000,000 |
| Max output setting | 8,192 |
| Temperature | 1 |
| Streaming | Yes |
| Image support | Yes |
| R1 format | No |
| Include max tokens | Yes |
| Reasoning override | No |
| Prompt caching setting | No |
| Capability | Supported |
|---|---|
| Tool calling | Yes |
| Streaming | Yes |
| Reasoning | Yes |
| Structured output | Yes |
| Image input | Yes |
| Roo Code ready | Yes |
How does GLM-5.3 Flash compare on cost?
| Model | Input / output | 1,000 chat turns |
|---|---|---|
| GLM-5.3 FlashThis model | $0.12 / $0.42 | $0.25 |
| GLM-5.3 Flash Cybersecurity | $0.30 / $1.00 | $0.60 |
| GLM-5.3 | $0.66 / $2.06 | $1.28 |
Assumes 1,000 input + 300 output tokens per turn, repeated 1,000 times, at standard-tier rates without caching. Input / output shown per 1M tokens, rounded up to the cent.
Common questions about GLM-5.3 Flash
How much does the GLM-5.3 Flash API cost?
GLM-5.3 Flash costs $0.12 per 1M input tokens and $0.42 per 1M output tokens (cached input $0.04). Prices as of October 30, 2026.
What model ID and base URL do I use for GLM-5.3 Flash?
Use the model ID glm-5.3-flash with the base URL https://api.outrun.to/v1 and your Outrun API key.
Does GLM-5.3 Flash accept images?
Yes. GLM-5.3 Flash accepts text and image input.
Does Outrun store my prompts when I use GLM-5.3 Flash?
Outrun does not store your prompts, images or outputs unless you choose to save them.