Qwen3 Coder API in India — What's Live Now

Qwen3 Coder on unoblox — What's Actually Live

If you're searching for a dedicated "Qwen3 Coder" endpoint, here's the honest answer: unoblox doesn't host it as a separately named checkpoint today. For code generation, review, and debugging, unoblox serves real Qwen models that handle code well — Qwen3.8-27B (open-weight, vision-capable) and Qwen3 Max (frontier reasoning). Both are billed in rupees on one key, and both are live right now.

Live Qwen Models for Code Tasks

Model	Input	Output	Best for	Context
Qwen3.8-27B	₹16.32	₹48.96	Everyday code-gen, review, cheap high-volume calls	262K tokens
Qwen3 235B	₹9.07	₹55.44	Strong general reasoning + code at low cost	262K tokens
Qwen3 Max	₹120.95	₹604.77	Hardest debugging, architecture, algorithm design	256K tokens

Prices per 1M tokens. See /models for the always-current catalog — new checkpoints, including any dedicated coder release, land there first.

Why These Models Work Well for Code

• Open-weight where it matters: Qwen3.8-27B and Qwen3 235B are downloadable — fine-tune on your own git history and internal libraries if you need it.
• Vision for screenshots: Qwen3.8-27B reads screenshots of broken UI or stack traces natively, no separate vision call.
• Real context, not marketing numbers: both genuinely support 256K+ tokens — enough for a full module or a large PR diff in one call.
• Polyglot: strong across Python, JavaScript/TypeScript, Go, Rust, SQL, and dozens of other languages.

Get Coding in 3 Steps

1. Sign up → https://unoblox.ai/sign-in, then create an API key.
2. Point your SDK → base_url = https://api.unoblox.ai/v1.
3. Call a model → qwen/qwen3.8-27b for everyday tasks, qwen/qwen3-max for the hardest ones.

from openai import OpenAI
client = OpenAI(api_key="ub-gw-...", base_url="https://api.unoblox.ai/v1")
review = client.chat.completions.create(
    model="qwen/qwen3.8-27b",
    messages=[{"role": "user", "content": "Review this pull request for security bugs and style issues:\n[diff pasted here]"}]
)

Real-World Use Cases

• Code generation: describe a feature, get a working first draft.
• Pull-request review: automate a first pass for security, performance, and style before a human looks.
• Bug fixing: paste an error log plus the relevant code, get a root cause and a fix.
• Documentation: generate docstrings, API references, and README sections from source.

Frequently asked questions

Q: Does unoblox have a model literally named "Qwen3 Coder"? A: Not as a separate hosted checkpoint right now. Use Qwen3.8-27B or Qwen3 Max for code work — see /models for what's currently live.

Q: Which should I use, Qwen3.8-27B or Qwen3 Max? A: Start with Qwen3.8-27B — it's cheap, open-weight, and handles most code tasks well. Reach for Qwen3 Max when a bug or design problem needs deeper reasoning.

Q: Can I fine-tune on my own codebase? A: Yes. Both Qwen3.8-27B and Qwen3 235B are open-weight — download from Hugging Face, fine-tune on your git history, then serve locally or through unoblox.

Q: Does it handle multi-file context, like a full PR diff? A: Yes — both models support 256K+ tokens of context, enough for large diffs or several files at once.

Q: Is streaming supported for code generation? A: Yes — tokens stream in real time, which works well for editor plugins and live previews.

Q: Will unoblox add a dedicated coder-specific model later? A: Possibly — the catalog grows as new open-weight checkpoints prove out. Check /models for the current list rather than relying on a model name alone.

Get started in rupees → https://unoblox.ai/sign-in