Cerebras Code Qwen3-Coder 480B: 2,000 t/s เร็วกว่า Claude 60x Cursor/VS Code

Cerebras Code: Qwen3-Coder 480B 2,000 t/s - เร็วกว่า Claude 60x ใช้ Cursor/VS Code Cerebras Code ใช้ Qwen3-Coder 480B context 131K รองรับ Cursor Continue.dev Cline Pro $50 Max $200 IDE ใดก็ได้ OpenAI-compatible

Cerebras Code Pricing

Performance vs Competition

Qwen3-Coder 480B Capabilities

⚡ 2,000 tokens/second generation
📏 131K token context window
🎯 Multi-agent workflow
🔧 Full-stack generation
🧠 Architecture reasoning

IDE Integration (OpenAI Compatible)

✅ Cursor AI (Mac/Windows)
✅ Continue.dev (VS Code/JetBrains)
✅ Cline (CLI)
✅ RooCode (Multi-model)
✅ VS Code Copilot alternative

# Cursor setup
curl -H "Authorization: Bearer $CEREBRAS_API_KEY" \
  https://api.cerebras.ai/v1/chat/completions

Use Cases & Speed Benefits

🚀 Full-stack app: 45s (vs 20min)
🔄 Refactor 10K LOC: 12s  
🧪 Generate tests: 3s/file
⚙️ Multi-agent: Frontend+Backend+Tests

ROI: Pro plan = 100x GitHub Copilot speed

Wafer Scale Engine Advantage

💎 Cerebras WSE-3: 4M cores/wafer
⚡ Inference 60x faster GPUs
🔥 Zero cold-start latency
🌡️ Liquid cooling native

Multi-agent Workflow

Agent 1: Architecture design
Agent 2: Frontend React/Vue
Agent 3: Backend FastAPI/Express  
Agent 4: Tests + Docker
Agent 5: Deploy script
→ Full app 2 minutes

Setup Guide (5 mins)

1. cerebras.ai/code → Sign up
2. Copy API key
3. Cursor → Settings → Cerebras endpoint
4. Continue.dev → config.json:
{
  "models": [{
    "title": "Cerebras Qwen3",
    "provider": "openai-compatible",
    "model": "qwen3-coder-480b",
    "apiKey": "your-key"
  }]
}
5. Cmd+K → Code away

Cost vs Time Saved

Manual: 8h @ $50/h = $400
Cerebras Pro: $50 + 2h work = $100
Monthly saving: $9,800 (20 projects)