GLM-4.7 Flash / 채팅
As a 30B-class SOTA model, GLM-4.7-Flash offers a new option that balances performance and efficiency. It is further optimized for agentic coding use cases, strengthening coding capabilities, long-horizon task planning, and tool collaboration, and has achieved leading performance among open-source models of the same size on several current public benchmark leaderboards.
Playground Chat
AI 모델과 대화를 시작하세요. 무엇이든 질문할 수 있습니다.
AI가 생성한 응답의 정확성은 다를 수 있습니다.
GLM-4.7 FlashLow-Latency Thinking Chat
GLM-4.7 Flash keeps the GLM-4.7 thinking and trace surface while optimizing for faster first tokens on interactive product surfaces.
At a Glance
GLM-4.7 Flash Capabilities
Interactive speed with the same control surface.
Thinking Toggle
Enable or disable deep thinking depending on whether the turn needs reasoning.
Low First-Token Latency
Optimized path for chat UIs that must paint tokens immediately.
clear_thinking on Demand
Inspect intermediate reasoning when you need auditability.
Production Sampling
Temperature, top-p, max tokens, and stop sequences match GLM-4.7.
How It Works
Fast thinking chat path.
Decide Thinking
Leave thinking on for reasoned turns; disable for speed.
Stream Tokens
Consume SSE for immediate UI paint.
Constrain Output
Use stop sequences and max tokens for parsers.
Sample Tone
Tune temperature and top-p for brand voice.
Flash Product Domains
Where perceived speed is part of the product.
Live Chat Support
Streaming replies for customer widgets.
Inline Assist
Fast completions with optional thinking.
Search Q&A
Quick answers over retrieved context.
Ops Consoles
Responsive analysis for on-call dashboards.
Prompt Tips
Keep Flash fast and useful.
Turn thinking off for classification, rewrites, and short factual answers.
Long policies slow Flash and can reduce instruction following.
Escalate complex analysis to GLM-5.2 or GLM-5.3.
GLM-4.7 Flash Quickstart
Low-latency thinking chat.
curl -X POST "https://api.powertokens.ai/v1/chat/completions" \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "glm-4.7-flash",
"messages": [
{"role": "user", "content": "Rewrite this product blurb in a friendlier tone."}
],
"stream": true,
"temperature": 0.7
}'Technical Specifications
Confirmed parameters and runtime execution protocols.
가격 상세
이 모델의 실제 요금은 API 요청에서 전달된 특정 매개변수를 기반으로 동적으로 계산됩니다. 아래는 구체적인 조합과 해당 가격입니다:
| 모달리티 | 입력 크레딧 | 출력 크레딧 | 입력 가격 | 출력 가격 | 암시적 캐시 적중 | 명시적 캐시 적중 | 캐시 생성 |
|---|---|---|---|---|---|---|---|
| Standard | 0/ 1M Tokens | 0/ 1M Tokens | $0.000 | $0.000 | -- | -- | -- |
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Zhipu AI's flagship text model optimized for complex software engineering and long-horizon Agent tasks. Features a 1M-token context window with mandatory reasoning (3 levels: low/high/max). Coding capability improved 50% over GLM-5.2 on Z.ai Code Bench; scores SOTA on Terminal Bench 3.0. Excels in cybersecurity tasks (cyber vulnerability discovery)
GLM-5.3 Flash
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Compared with the September 23, 2025 version, the newly upgraded Qwen-3 Max seamlessly integrates thinking and non-thinking modes, bringing an all-round obvious performance boost. Its thinking mode supports web search, web content extraction and code interpreter. It can conduct in-depth logical reasoning and call external tools to solve intricate problems more precisely
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Frequently Asked Questions
Everything you need to know before integrating this model.
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