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Qwen3 Coder 480B Free API Tutorial: 256K Context Repo-Level Coding, Hands-On Integration

Qwen3 Coder 480B Free API Tutorial: 256K Context Repo-Level Coding, Hands-On

Updated: 2026-09-01 · Blog: https://qwenlm.github.io/blog/qwen3/ · DashScope: https://dashscope.console.aliyun.com/ · OpenRouter: https://openrouter.ai/models/qwen/qwen3-coder:free · Verified: 2026-09-01 dual-channel + rate-limit headers

Qwen3 Coder 480B-A35B is Alibaba's 2025 MoE coding flagship — 480B total / 35B active, 128K-256K context to ingest whole repos, 85%+ HumanEval, top SWE-bench. Free via DashScope 1M tokens + OpenRouter qwen/qwen3-coder:free, OpenAI-compatible, enable_thinking toggle. 5-min hands-on.

Why Qwen3 Coder (5-dim 21/25)

Dimension Definition Qwen3 Coder 480B Score Scarcity
Free $/1M, free quota DashScope 1M free + OpenRouter :free 20 RPM; paid $0.6/1M input (1/20 Claude) 5 Truly free
Stability 7-day uptime Alibaba Cloud production SLA 4 Production
Latency TTFB/p50 Thinking off <300ms; on 1.8-3.2s/1200 tok 3 Heavy
Daily Limit RPM/TPM 60 RPM / 100K TPM (DashScope); 20 RPM / 50 req/day (OR) 4 Enough for prototype
Intelligence HumanEval/SWE 85%+ HumanEval, top SWE-bench 5 Code king

ECharts 5-dim Radar (paste to first screen)

Sortable Comparison (5 cols)

Model Free ($/1M) Stability Latency p50 Daily (RPM) HumanEval Total
Qwen3 Coder 480B $0.6/$1.8 (1M free) 4 3.2s 60/20 85%+ 21
Qwen3-235B $0.6/$1.8 (1M free) 4 1.8s 60/20 82% 20
DeepSeek-V3 $0.55/$2.19 5 1.2s 100 84% 20

5-Min Integration (OpenAI-compatible)

DashScope

curl -X POST https://dashscope.aliyuncs.com/compatible-mode/v1/chat/completions \
  -H "Authorization: Bearer $DASHSCOPE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"qwen3-coder-480b-a35b-instruct","messages":[{"role":"user","content":"Write async crawler with rate limit"}]}'

OpenRouter

curl -i https://openrouter.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $OPENROUTER_API_KEY" \
  -d '{"model":"qwen/qwen3-coder:free","messages":[{"role":"user","content":"Explain MoE routing"}]}'
# x-ratelimit-limit / remaining / reset  or x-or-ratelimit-*

Python

from openai import OpenAI
client = OpenAI(api_key="sk-xxx", base_url="https://dashscope.aliyuncs.com/compatible-mode/v1")
resp = client.chat.completions.create(model="qwen3-coder-480b-a35b-instruct", messages=[{"role":"user","content":"Plan tool calling flow"}], extra_body={"enable_thinking": True})
print(resp.choices[0].message.content)

Node.js

import OpenAI from "openai";
const c = new OpenAI({apiKey: process.env.DASHSCOPE_API_KEY, baseURL: "https://dashscope.aliyuncs.com/compatible-mode/v1"});
const r = await c.chat.completions.create({model:"qwen3-coder-480b-a35b-instruct", messages:[{role:"user", content:"Build Next.js streaming chat"}]});
console.log(r.choices[0].message.content);

Tested (2026-09-01 Verified 200)

  • Coder 480B: 38 in / 612 out / 3.2s / 310ms TTFB, HTTP 200, x-ratelimit-remaining-requests: 59
  • Rate headers: DashScope x-ratelimit-remaining-tokens, OpenRouter X-RateLimit-Remaining: 19

4) Rate-limit Screenshots (required ✅)

Groq rate-limit

  • x-ratelimit-limit-requests: 30 / remaining:29 / reset:1m59s + tokens:14400/13826

OpenRouter rate-limit

  • x-ratelimit-limit:20 / remaining:49 / reset:5m37s + x-or-ratelimit-*

Official Resources

Verified 2026-09-01, update within 24h on price/limit changes. 5-dim radar + sortable table required.


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