Qwen3 Next 80B A3B Thinking

Qwen3 Next 80B A3B Thinking API

Released September 2025256K Tokens context80B params (3.9B active) parameters

Documentation

Qwen3 Next 80B A3B Thinking API enables Complex multi-step reasoning, Mathematical proofs, Code synthesis, Logical analysis, Agentic planning, and Long-context document analysis. Qwen3-Next-80B-A3B-Thinking is a next-generation foundation model from Alibaba's Qwen team featuring a revolutionary Hybrid Attention mechanism (Gated DeltaNet + Gated Attention) with High-Sparsity MoE architecture. With 80B total parameters and only 3.9B active per token, it delivers 10x higher throughput than Qwen3-32B on long contexts while outperforming Gemini-2.5-Flash-Thinking on multiple benchmarks. Standout strengths include Hybrid Attention (Gated DeltaNet + Gated Attention) and 10x throughput vs Qwen3-32B on 32K+ contexts. It is optimized for production agent and assistant workloads where response quality, latency, and predictable operating cost all matter.

from openai import OpenAI # Initialize the OpenAI client with Qubrid base URL client = OpenAI( base_url="https://platform.qubrid.com/v1", api_key="QUBRID_API_KEY", ) stream = client.chat.completions.create( model="Qwen/Qwen3-Next-80B-A3B-Thinking", messages=[ { "role": "user", "content": "Explain quantum computing in simple terms" } ], max_tokens=8192, temperature=0.6, top_p=0.95, stream=True ) for chunk in stream: if chunk.choices and chunk.choices[0].delta.content: print(chunk.choices[0].delta.content, end="", flush=True) print("\n")

Serverless

API access

INPUT$0.20 /1M
OUTPUT$1.80 /1M
Deploy using API

Dedicated

Cloud GPU VM

Price starts at$1.25 / GPU/ hr
Deploy with GPU VM

Interactive

Playground

INPUT$0.20 /1M
OUTPUT$1.80 /1M
Chat in Playground

Enterprise
Platform Integration

Docker

Docker Support

Official Docker images for containerized deployments

Kubernetes

Kubernetes Ready

Production-grade KBS manifests and Helm charts

SDK

SDK Libraries

Official SDKs for Python, Javascript, Go, and Java

Don't let your AI control you. Control your AI the Qubrid way!

Have questions? Want to Partner with us? Looking for larger deployments or custom fine-tuning? Let's collaborate on the right setup for your workloads.

"Qubrid helped us turn a collection of AI scripts into structured production workflows. We now have better reliability, visibility, and control over every run."

AI Infrastructure Team

Automation & Orchestration