Model
GLM 5.3 API: a model for code and agents with no token bill
Agents burn tokens faster than people: every step is a new request with a long context. GLM 5.3 on a subscription removes that meter. Run agents in Claude Code, Cursor or your own code and pay only for concurrent tasks.
The model at a glance
Coming soon- Context
- 200K tokens
- Images
- Text and code only
- Best for
- code and agents
- Token limit
- None, you pay for streams
glm-5.3API model IDWhat GLM 5.3 is for
GLM 5.3 is the model we recommend for programming and agent workflows: it follows multi-step tasks, calls tools and edits code in place.
A 200K token context fits several files, the agent’s step history and project instructions in one request.
Strengths
- Follows multi-step tasks and tool calls
- 200K token context
- A good fit for Claude Code, Codex and Cline
- Writes tests, refactors and explains changes
Typical tasks
- An autonomous agent that fixes failing tests in a loop
- Refactor a module and update every call site
- Generate tests for existing code
- Migrate a project to a new library version
GLM 5.3 pricing
GLM 5.3
Coming soon1 stream 4+ streams, each 3 days $2.86₸1,240 $2.20₸950 7 days $5.72₸2,470 $4.40₸1,900 30 days $15.73₸6,830 $12.10₸5,250
Price per stream. Volume discount: 2–3 streams pay 88%, 4 or more pay 77% of the single-stream price. Streams and periods stack. Prices sync from the dashboard automatically.
Python example
The official openai library works as is, only the address and key change.
from openai import OpenAI
client = OpenAI(base_url="https://tenzo-cloud.com/v1", api_key="tc-your-key")
stream = client.chat.completions.create(
model="glm-5.3",
messages=[{"role": "user", "content": "Hello!"}],
stream=True,
)
for chunk in stream:
print(chunk.choices[0].delta.content or "", end="")The same with curl
curl https://tenzo-cloud.com/v1/chat/completions \
-H "Authorization: Bearer tc-your-key" \
-H "Content-Type: application/json" \
-d '{"model": "glm-5.3", "stream": true,
"messages": [{"role": "user", "content": "Hello!"}]}'Compared with other models
- Qwen 3.8 MaxOperationalBest for: large codebases and documentsContext: 256K tokensReads screenshots and diagrams
- GLM 5.3Coming soonBest for: code and agentsContext: 200K tokensText and code only
- DeepSeek V4 ProComing soonBest for: reasoning and reviewsContext: 128K tokensText and code only
- GLM 5.3 FlashComing soonBest for: fast, high-volume tasksContext: 128K tokensReads screenshots and diagrams
- DeepSeek V4.1 FlashComing soonBest for: fast, high-volume tasksContext: 128K tokensReads screenshots and diagrams
FAQ
How is GLM 5.3 different from Qwen 3.8 Max?
GLM 5.3 is tuned for code and agents, while Qwen 3.8 Max has a larger context (256K tokens) and understands images. For terminal work with an agent try GLM 5.3; for screenshots and very large documents use Qwen.
Does GLM 5.3 understand images?
No, it is a text model. For screenshots and diagrams use Qwen 3.8 Max or the fast models with image support.
Does GLM 5.3 have a token limit?
No. We do not count tokens or bill for them. Only concurrency is limited: as many simultaneous requests as streams you bought, and up to 120 new requests a minute per account.
How do I connect GLM 5.3 to Cursor or Claude Code?
Set the address to https://tenzo-cloud.com/v1, use a key from the dashboard and set the model to glm-5.3. The dashboard has ready configs for Claude Code, Codex, OpenCode, Cursor and VS Code with a test button.
How do I pay without a foreign card?
Prices are in tenge, with rubles and dollars at the exchange rate. Available payment methods are shown at checkout. If none suits you yet, message support in Telegram and we will help.
See also
- ModelsQwen 3.8 Max API: a huge context with no token billQwen 3.8 Max over an OpenAI-compatible API and in a web chat: 256K token context, reads screenshots, a fixed price per stream. Prices in tenge, rubles or USD, 3 hours free.Learn more
- IntegrationsClaude Code with no limits: connect our models in a minuteHow to connect Claude Code to GLM 5.3 and Qwen 3.8 Max in compatible mode: three environment variables, no VPN and no subscription limits. Step-by-step guide and common errors.Learn more
- SolutionsAn unlimited API for agents: pay for streams, not stepsAn API for agents with no token limits: Claude Code, Codex, OpenCode, LangChain and your own agents at a fixed price per stream. OpenAI-compatible address, no VPN, 3 hours free.Learn more
- BlogParallel streams: what they are and how many you needA stream is one concurrent request to the model. How many streams you need for yourself, a team, an agent or a bot, what happens when you run short, and why streams beat per-token billing.Learn more
Try it on your own work
Three free hours with every model, no card and no VPN. Connect Cursor, Claude Code or your own code in a minute.