GLM 4.7 Thinking API
Zhipu AI
GLM 4.7 via Morpheus (glm-4.7-thinking).
About GLM 4.7 Thinking
GLM 4.7 Thinking is a large language model developed by Zhipu AI. It's particularly well-suited for tackling complex, multi-step reasoning problems, orchestrating tool-using agents that call APIs and external services, producing structured outputs for reliable data extraction, and handling large contexts of up to 128K tokens. Its 128K-token context window means you can pass in entire documents, codebases, or conversation histories without losing context. Developers choose GLM 4.7 Thinking when they need reliable, production-quality AI inference through a simple API — and on Qubax, it's available at a fraction of the cost of traditional providers.
In the broader AI landscape, GLM 4.7 Thinking sits among the frontier-tier offerings from Zhipu AI With advanced reasoning and agentic tool use, it competes with the most frontier-tier models on the market. What sets it apart on Qubax isn't just the model itself — it's the accessibility. Rather than dealing with enterprise contracts or traditional payment rails, you get instant access via an OpenAI-compatible endpoint. That means you can drop GLM 4.7 Thinking into Cursor, Cline, LangChain, or any framework that speaks the OpenAI protocol and start building immediately.
Qubax offers GLM 4.7 Thinking at 3% below OpenRouter's price — just $0.436 per million input tokens and $1.94 per million output tokens. That pricing advantage compounds quickly at scale: a high-volume application sending millions of tokens per day can save significantly compared to using OpenRouter or the provider directly. And because Qubax runs on crypto-native infrastructure, you can pay with USDC, USDT, ETH, BTC, or 200+ other cryptocurrencies — no credit card or bank account required. New users even get $1 in free credits to test GLM 4.7 Thinking risk-free before committing.
Pricing
| Token Type | Qubax | OpenRouter | You Save |
|---|---|---|---|
| Input (per 1M tokens) | $0.436 | $0.450 | 3% |
| Output (per 1M tokens) | $1.94 | $2.00 | 3% |
Prices per 1 million tokens. Pay with 200+ cryptocurrencies.
Estimated Monthly Cost
Specifications
Use Cases
Capabilities
Quick Start
from openai import OpenAI
client = OpenAI(
base_url="https://api.qubax.ai/v1",
api_key="qbx_live_YOUR_API_KEY",
)
response = client.chat.completions.create(
model="glm-4.7-thinking",
messages=[
{"role": "user", "content": "Hello!"}
],
)
print(response.choices[0].message.content)import OpenAI from "openai";
const client = new OpenAI({
baseURL: "https://api.qubax.ai/v1",
apiKey: "qbx_live_YOUR_API_KEY",
});
const response = await client.chat.completions.create({
model: "glm-4.7-thinking",
messages: [{ role: "user", content: "Hello!" }],
});
console.log(response.choices[0].message.content);curl https://api.qubax.ai/v1/chat/completions \
-H "Content-Type: application/json" \
-H "Authorization: Bearer qbx_live_YOUR_API_KEY" \
-d '{
"model": "glm-4.7-thinking",
"messages": [{"role": "user", "content": "Hello!"}]
}'Get your API key from the dashboard. New users get $1 free credits.
Why use GLM 4.7 Thinking on Qubax?
3% Cheaper
Up to 3% off OpenRouter prices
Pay with Crypto
200+ coins (BTC, ETH, SOL, USDT, USDC & more). No credit card needed.
OpenAI Compatible
Drop-in replacement. Works with Cline, Cursor, any tool.
More from Zhipu AI
Compare GLM 4.7 Thinking with alternatives
| Model | Provider | Input / 1M | Output / 1M | vs GLM 4.7 Thinking |
|---|---|---|---|---|
| GLM 4.7 Thinking | Zhipu AI | $0.436 | $1.94 | — |
| Hermes 3 Llama 3.1 405b (Morpheus Web) | Meta | $0.572 | $1.56 | More expensive |
| GPT 5 Mini | OpenAI | $0.242 | $1.94 | Cheaper |
| MiniMax M2.1 | MiniMax | $0.291 | $1.16 | Cheaper |
| Kimi K3 | Moonshot AI | $0.520 | $0.494 | More expensive |
Frequently Asked Questions
How much does the GLM 4.7 Thinking API cost?
On Qubax, GLM 4.7 Thinking costs $0.436 per 1M input tokens and $1.94 per 1M output tokens. This is 3% cheaper than OpenRouter's price of $0.450 per 1M input tokens.
Is the GLM 4.7 Thinking API compatible with OpenAI?
Yes. Qubax provides an OpenAI-compatible API. You can use GLM 4.7 Thinking as a drop-in replacement by changing your base URL to https://api.qubax.ai/v1 and using your Qubax API key. It works with Cline, Cursor, OpenCode, Hermes Agent, and any tool that supports OpenAI APIs.
Why is GLM 4.7 Thinking cheaper on Qubax than OpenRouter?
Qubax sources AI inference from the Surplus Intelligence marketplace, an open marketplace on the Base blockchain where compute providers compete on price. We pass the savings to you — 3% cheaper than OpenRouter's price for GLM 4.7 Thinking.
How do I pay for GLM 4.7 Thinking API usage?
Qubax uses prepaid crypto credits. Deposit USDC on the Base chain and your balance is automatically deducted as you use the API. New users get $1 in free credits to start. No credit card required.
What is the context window of GLM 4.7 Thinking?
GLM 4.7 Thinking supports a context window of 128K tokens, allowing you to process large documents, codebases, or long conversations in a single request.
What can I build with GLM 4.7 Thinking?
GLM 4.7 Thinking is versatile enough for a wide range of applications. You can use it to tackle complex multi-step reasoning tasks, build autonomous agents that call external tools and APIs, generate structured JSON output for data pipelines, process long documents and entire codebases, and more. Because it's served through Qubax's OpenAI-compatible API, integration into existing apps, agents, or workflows takes just a few lines of code.
How fast is GLM 4.7 Thinking on Qubax?
GLM 4.7 Thinking on Qubax supports streaming responses, so tokens begin arriving in real time as they're generated. Latency depends on the provider and prompt complexity, but most requests start streaming within 200–800 milliseconds. Qubax routes requests through the Surplus Intelligence marketplace, which selects the fastest available compute provider for each request — so you get competitive latency at a lower price.
GLM 4.7 Thinking vs Hermes 3 Llama 3.1 405b (Morpheus Web): which should I choose?
GLM 4.7 Thinking by Zhipu AI and Hermes 3 Llama 3.1 405b (Morpheus Web) by Meta are both strong models in a similar price tier. GLM 4.7 Thinking excels at complex reasoning. Hermes 3 Llama 3.1 405b (Morpheus Web) comes from a different lab and may have different strengths depending on your workload. On Qubax, GLM 4.7 Thinking starts at $0.436/1M input tokens versus Hermes 3 Llama 3.1 405b (Morpheus Web)'s $0.572/1M — making GLM 4.7 Thinking the more cost-effective option for high-volume workloads. Both are available on Qubax with crypto payments and OpenAI-compatible APIs, so you can try each and switch freely.
Can I use GLM 4.7 Thinking for commercial projects?
Yes. GLM 4.7 Thinking on Qubax can be used for commercial purposes. You own the outputs you generate. Qubax provides the API infrastructure — you bring your use case.
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